四种方法求Capacitated Facility Location Problem问题

问题详情

1. 贪心算法

1.1 算法框架

此题可以利用贪心算法来求解， 可以假设只关注顾客的cost， 当仓库满了就在下一个仓库里

具体解决方案：

• 将每个顾客到工厂的cost 由小到大进行排序
• 从第一个用户开始， 优先把此用户安排在cost小的工厂里， 如果此工厂容量已满， 则进入下一个最小cost工厂里
• 得到结果

1.2关键代码和注释

    customer_assign = []
    #此解的 工厂开放费用和客户安排费用
    total_assign_cost = 0
    total_open_cost = 0

    #获取 每个客户的 对于每个工厂的排名矩阵
    # 每一行对应第i个矩阵
    # 没一列对于此工厂的在所有工厂的assign费用排名  优先选最小
    assignment_cost_rank = get_assign_rank(customer_assign)

    open_flag = []
    #初始化 工厂开放情况
    for x in range(n):
        open_flag.append(0)
    #
    for i in range(m):
        #对于每一个用户
        for j in range(n):
            # 找到当前 想要加入的工厂的下标
            try:
                #从排名为0 的工厂开始 把此工厂定义为 此用户要被安排进的工厂
                fac_num = assignment_cost_rank[i].index(j)
            except:
                fac_num = assignment_cost_rank[i].index(j + 1)
            # 如果此工厂能装得下
            if demand_customer[i] < capacity[fac_num]:

                if open_flag[fac_num] == 0:
                    open_flag[fac_num] = 1
                    total_open_cost += opening_cost[fac_num]

                # 则表示将当前用户安排给自工厂， 更新相应数据
                customer_assign.append(fac_num)
                total_assign_cost += assignment_cost[i][j]
                capacity[fac_num] = capacity[fac_num] - demand_customer[i]
                break
            else:
                pass

1.3 算法结果

1.3.1 结果表

-	贪心cost	贪心time(s)
p1	23174	0.001975
p2	21860	0.000997
p3	23860	0.001008
p4	25860	0.000996
p5	23694	0.000989
p6	22380	0.000995
p7	24380	0.001084
p8	26380	0.000927
p9	23174	0.001068
p10	21860	0.000961
p11	23860	0.001065
p12	25860	0.000931
p13	29712	0.000961
p14	27217	0.003981
p15	30817	0.001013
p16	34417	0.002048
p17	29712	0.002039
p18	27217	0.001039
p19	30817	0.001983
p20	34417	0.001924
p21	29712	0.001990
p22	27217	0.001035
p23	30817	0.001984
p24	34417	0.001006
p25	94835	0.009981
p26	91777	0.012059
p27	97377	0.008979
p28	102977	0.008021
p29	95885	0.007023
p30	93018	0.007972
p31	98418	0.009025
p32	103818	0.007131
p33	95885	0.008019
p34	93018	0.007008
p35	98418	0.009778
p36	103818	0.007983
p37	95885	0.008025
p38	93018	0.010148
p39	98418	0.007794
p40	103818	0.008184
p41	16835	0.002516
p42	18737	0.002324
p43	20328	0.004030
p44	19453	0.000997
p45	22300	0.002021
p46	25087	0.002925
p47	18379	0.003032
p48	17220	0.004028
p49	21445	0.002959
p50	20681	0.002020
p51	23663	0.003183
p52	23361	0.001880
p53	26867	0.006146
p54	22564	0.002808
p55	25752	0.003000
p56	92079	0.011737
p57	101079	0.011197
p58	122079	0.010002
p59	107318	0.011967
p60	92079	0.009938
p61	101079	0.013034
p62	122079	0.010037
p63	107318	0.012074
p64	92079	0.013071
p65	101079	0.009573
p66	122079	0.010981
p68	92079	0.012079
p69	101079	0.008988
p70	122079	0.012096
p71	107318	0.011038

1.3.2解决方案

=============================test1=============================
23174
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[5, 7, 8, 2, 9, 9, 5, 6, 3, 2, 6, 3, 4, 0, 6, 4, 5, 0, 3, 9, 7, 6, 3, 5, 6, 9, 5, 7, 0, 3, 3, 8, 2, 1, 3, 7, 9, 3, 6, 4, 5, 7, 8, 8, 1, 7, 0, 2, 4, 6]
=============================test2=============================
21860
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[5, 7, 8, 2, 9, 9, 5, 6, 3, 2, 6, 3, 4, 0, 6, 4, 5, 0, 3, 9, 7, 6, 3, 5, 6, 9, 5, 7, 0, 3, 3, 8, 2, 1, 3, 7, 9, 3, 6, 4, 5, 7, 8, 8, 1, 7, 0, 2, 4, 6]
=============================test3=============================
23860
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[5, 7, 8, 2, 9, 9, 5, 6, 3, 2, 6, 3, 4, 0, 6, 4, 5, 0, 3, 9, 7, 6, 3, 5, 6, 9, 5, 7, 0, 3, 3, 8, 2, 1, 3, 7, 9, 3, 6, 4, 5, 7, 8, 8, 1, 7, 0, 2, 4, 6]
=============================test4=============================
25860
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[5, 7, 8, 2, 9, 9, 5, 6, 3, 2, 6, 3, 4, 0, 6, 4, 5, 0, 3, 9, 7, 6, 3, 5, 6, 9, 5, 7, 0, 3, 3, 8, 2, 1, 3, 7, 9, 3, 6, 4, 5, 7, 8, 8, 1, 7, 0, 2, 4, 6]
=============================test5=============================
23694
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[5, 7, 8, 2, 9, 9, 5, 6, 3, 2, 6, 3, 4, 0, 6, 4, 5, 0, 3, 9, 7, 6, 3, 5, 6, 9, 5, 7, 0, 3, 3, 8, 2, 1, 6, 7, 9, 3, 6, 4, 0, 7, 8, 8, 1, 7, 0, 2, 4, 8]
=============================test6=============================
22380
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[5, 7, 8, 2, 9, 9, 5, 6, 3, 2, 6, 3, 4, 0, 6, 4, 5, 0, 3, 9, 7, 6, 3, 5, 6, 9, 5, 7, 0, 3, 3, 8, 2, 1, 6, 7, 9, 3, 6, 4, 0, 7, 8, 8, 1, 7, 0, 2, 4, 8]
=============================test7=============================
24380
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[5, 7, 8, 2, 9, 9, 5, 6, 3, 2, 6, 3, 4, 0, 6, 4, 5, 0, 3, 9, 7, 6, 3, 5, 6, 9, 5, 7, 0, 3, 3, 8, 2, 1, 6, 7, 9, 3, 6, 4, 0, 7, 8, 8, 1, 7, 0, 2, 4, 8]
=============================test8=============================
26380
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[5, 7, 8, 2, 9, 9, 5, 6, 3, 2, 6, 3, 4, 0, 6, 4, 5, 0, 3, 9, 7, 6, 3, 5, 6, 9, 5, 7, 0, 3, 3, 8, 2, 1, 6, 7, 9, 3, 6, 4, 0, 7, 8, 8, 1, 7, 0, 2, 4, 8]
=============================test9=============================
23174
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[5, 7, 8, 2, 9, 9, 5, 6, 3, 2, 6, 3, 4, 0, 6, 4, 5, 0, 3, 9, 7, 6, 3, 5, 6, 9, 5, 7, 0, 3, 3, 8, 2, 1, 3, 7, 9, 3, 6, 4, 5, 7, 8, 8, 1, 7, 0, 2, 4, 6]
=============================test10=============================
21860
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[5, 7, 8, 2, 9, 9, 5, 6, 3, 2, 6, 3, 4, 0, 6, 4, 5, 0, 3, 9, 7, 6, 3, 5, 6, 9, 5, 7, 0, 3, 3, 8, 2, 1, 3, 7, 9, 3, 6, 4, 5, 7, 8, 8, 1, 7, 0, 2, 4, 6]
=============================test11=============================
23860
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[5, 7, 8, 2, 9, 9, 5, 6, 3, 2, 6, 3, 4, 0, 6, 4, 5, 0, 3, 9, 7, 6, 3, 5, 6, 9, 5, 7, 0, 3, 3, 8, 2, 1, 3, 7, 9, 3, 6, 4, 5, 7, 8, 8, 1, 7, 0, 2, 4, 6]
=============================test12=============================
25860
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[5, 7, 8, 2, 9, 9, 5, 6, 3, 2, 6, 3, 4, 0, 6, 4, 5, 0, 3, 9, 7, 6, 3, 5, 6, 9, 5, 7, 0, 3, 3, 8, 2, 1, 3, 7, 9, 3, 6, 4, 5, 7, 8, 8, 1, 7, 0, 2, 4, 6]
=============================test13=============================
29712
[1, 1, 1, 1, 1, 1, 0, 1, 1, 1, 1, 0, 1, 1, 1, 1, 1, 1, 1, 1]
[0, 13, 14, 18, 1, 4, 2, 8, 7, 14, 18, 4, 3, 2, 12, 13, 5, 8, 4, 13, 9, 8, 5, 14, 19, 17, 15, 1, 17, 2, 15, 3, 4, 5, 0, 3, 0, 2, 1, 3, 10, 13, 16, 19, 4, 14, 9, 14, 13, 9]
=============================test14=============================
27217
[1, 1, 1, 1, 1, 1, 0, 1, 1, 1, 1, 0, 1, 1, 1, 1, 1, 1, 1, 1]
[0, 13, 14, 18, 1, 4, 2, 8, 7, 14, 18, 4, 3, 2, 12, 13, 5, 8, 4, 13, 9, 8, 5, 14, 19, 17, 15, 1, 17, 2, 15, 3, 4, 5, 0, 3, 0, 2, 1, 3, 10, 13, 16, 19, 4, 14, 9, 14, 13, 9]
=============================test15=============================
30817
[1, 1, 1, 1, 1, 1, 0, 1, 1, 1, 1, 0, 1, 1, 1, 1, 1, 1, 1, 1]
[0, 13, 14, 18, 1, 4, 2, 8, 7, 14, 18, 4, 3, 2, 12, 13, 5, 8, 4, 13, 9, 8, 5, 14, 19, 17, 15, 1, 17, 2, 15, 3, 4, 5, 0, 3, 0, 2, 1, 3, 10, 13, 16, 19, 4, 14, 9, 14, 13, 9]
=============================test16=============================
34417
[1, 1, 1, 1, 1, 1, 0, 1, 1, 1, 1, 0, 1, 1, 1, 1, 1, 1, 1, 1]
[0, 13, 14, 18, 1, 4, 2, 8, 7, 14, 18, 4, 3, 2, 12, 13, 5, 8, 4, 13, 9, 8, 5, 14, 19, 17, 15, 1, 17, 2, 15, 3, 4, 5, 0, 3, 0, 2, 1, 3, 10, 13, 16, 19, 4, 14, 9, 14, 13, 9]
=============================test17=============================
29712
[1, 1, 1, 1, 1, 1, 0, 1, 1, 1, 1, 0, 1, 1, 1, 1, 1, 1, 1, 1]
[0, 13, 14, 18, 1, 4, 2, 8, 7, 14, 18, 4, 3, 2, 12, 13, 5, 8, 4, 13, 9, 8, 5, 14, 19, 17, 15, 1, 17, 2, 15, 3, 4, 5, 0, 3, 0, 2, 1, 3, 10, 13, 16, 19, 4, 14, 9, 14, 13, 9]
=============================test18=============================
27217
[1, 1, 1, 1, 1, 1, 0, 1, 1, 1, 1, 0, 1, 1, 1, 1, 1, 1, 1, 1]
[0, 13, 14, 18, 1, 4, 2, 8, 7, 14, 18, 4, 3, 2, 12, 13, 5, 8, 4, 13, 9, 8, 5, 14, 19, 17, 15, 1, 17, 2, 15, 3, 4, 5, 0, 3, 0, 2, 1, 3, 10, 13, 16, 19, 4, 14, 9, 14, 13, 9]
=============================test19=============================
30817
[1, 1, 1, 1, 1, 1, 0, 1, 1, 1, 1, 0, 1, 1, 1, 1, 1, 1, 1, 1]
[0, 13, 14, 18, 1, 4, 2, 8, 7, 14, 18, 4, 3, 2, 12, 13, 5, 8, 4, 13, 9, 8, 5, 14, 19, 17, 15, 1, 17, 2, 15, 3, 4, 5, 0, 3, 0, 2, 1, 3, 10, 13, 16, 19, 4, 14, 9, 14, 13, 9]
=============================test20=============================
34417
[1, 1, 1, 1, 1, 1, 0, 1, 1, 1, 1, 0, 1, 1, 1, 1, 1, 1, 1, 1]
[0, 13, 14, 18, 1, 4, 2, 8, 7, 14, 18, 4, 3, 2, 12, 13, 5, 8, 4, 13, 9, 8, 5, 14, 19, 17, 15, 1, 17, 2, 15, 3, 4, 5, 0, 3, 0, 2, 1, 3, 10, 13, 16, 19, 4, 14, 9, 14, 13, 9]
=============================test21=============================
29712
[1, 1, 1, 1, 1, 1, 0, 1, 1, 1, 1, 0, 1, 1, 1, 1, 1, 1, 1, 1]
[0, 13, 14, 18, 1, 4, 2, 8, 7, 14, 18, 4, 3, 2, 12, 13, 5, 8, 4, 13, 9, 8, 5, 14, 19, 17, 15, 1, 17, 2, 15, 3, 4, 5, 0, 3, 0, 2, 1, 3, 10, 13, 16, 19, 4, 14, 9, 14, 13, 9]
=============================test22=============================
27217
[1, 1, 1, 1, 1, 1, 0, 1, 1, 1, 1, 0, 1, 1, 1, 1, 1, 1, 1, 1]
[0, 13, 14, 18, 1, 4, 2, 8, 7, 14, 18, 4, 3, 2, 12, 13, 5, 8, 4, 13, 9, 8, 5, 14, 19, 17, 15, 1, 17, 2, 15, 3, 4, 5, 0, 3, 0, 2, 1, 3, 10, 13, 16, 19, 4, 14, 9, 14, 13, 9]
=============================test23=============================
30817
[1, 1, 1, 1, 1, 1, 0, 1, 1, 1, 1, 0, 1, 1, 1, 1, 1, 1, 1, 1]
[0, 13, 14, 18, 1, 4, 2, 8, 7, 14, 18, 4, 3, 2, 12, 13, 5, 8, 4, 13, 9, 8, 5, 14, 19, 17, 15, 1, 17, 2, 15, 3, 4, 5, 0, 3, 0, 2, 1, 3, 10, 13, 16, 19, 4, 14, 9, 14, 13, 9]
=============================test24=============================
34417
[1, 1, 1, 1, 1, 1, 0, 1, 1, 1, 1, 0, 1, 1, 1, 1, 1, 1, 1, 1]
[0, 13, 14, 18, 1, 4, 2, 8, 7, 14, 18, 4, 3, 2, 12, 13, 5, 8, 4, 13, 9, 8, 5, 14, 19, 17, 15, 1, 17, 2, 15, 3, 4, 5, 0, 3, 0, 2, 1, 3, 10, 13, 16, 19, 4, 14, 9, 14, 13, 9]
=============================test25=============================
94835
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1]
[21, 10, 1, 25, 0, 7, 7, 18, 21, 3, 26, 5, 5, 21, 0, 8, 13, 18, 25, 3, 21, 27, 8, 16, 7, 22, 1, 29, 15, 17, 8, 13, 6, 8, 3, 21, 27, 8, 4, 7, 11, 1, 5, 10, 21, 10, 4, 16, 25, 3, 7, 13, 8, 4, 7, 21, 27, 5, 13, 11, 8, 4, 1, 8, 6, 7, 17, 22, 10, 7, 6, 22, 5, 21, 23, 5, 0, 2, 0, 13, 11, 8, 6, 9, 5, 21, 27, 24, 11, 19, 4, 13, 18, 10, 3, 26, 13, 24, 21, 9, 11, 17, 17, 10, 14, 22, 20, 1, 25, 6, 7, 8, 16, 1, 7, 6, 27, 5, 1, 5, 27, 1, 5, 26, 9, 22, 20, 29, 13, 26, 0, 1, 4, 4, 1, 7, 18, 2, 25, 25, 11, 8, 6, 10, 5, 22, 20, 29, 15, 25]
=============================test26=============================
91777
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1]
[21, 10, 1, 25, 0, 7, 7, 18, 21, 3, 26, 5, 5, 21, 0, 8, 13, 18, 25, 3, 21, 27, 8, 16, 7, 22, 1, 29, 15, 17, 8, 13, 6, 8, 3, 21, 27, 8, 4, 7, 11, 1, 5, 10, 21, 10, 4, 16, 25, 3, 7, 13, 8, 4, 7, 21, 27, 5, 13, 11, 8, 4, 1, 8, 6, 7, 17, 22, 10, 7, 6, 22, 5, 21, 23, 5, 0, 2, 0, 13, 11, 8, 6, 9, 5, 21, 27, 24, 11, 19, 4, 13, 18, 10, 3, 26, 13, 24, 21, 9, 11, 17, 17, 10, 14, 22, 20, 1, 25, 6, 7, 8, 16, 1, 7, 6, 27, 5, 1, 5, 27, 1, 5, 26, 9, 22, 20, 29, 13, 26, 0, 1, 4, 4, 1, 7, 18, 2, 25, 25, 11, 8, 6, 10, 5, 22, 20, 29, 15, 25]
=============================test27=============================
97377
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1]
[21, 10, 1, 25, 0, 7, 7, 18, 21, 3, 26, 5, 5, 21, 0, 8, 13, 18, 25, 3, 21, 27, 8, 16, 7, 22, 1, 29, 15, 17, 8, 13, 6, 8, 3, 21, 27, 8, 4, 7, 11, 1, 5, 10, 21, 10, 4, 16, 25, 3, 7, 13, 8, 4, 7, 21, 27, 5, 13, 11, 8, 4, 1, 8, 6, 7, 17, 22, 10, 7, 6, 22, 5, 21, 23, 5, 0, 2, 0, 13, 11, 8, 6, 9, 5, 21, 27, 24, 11, 19, 4, 13, 18, 10, 3, 26, 13, 24, 21, 9, 11, 17, 17, 10, 14, 22, 20, 1, 25, 6, 7, 8, 16, 1, 7, 6, 27, 5, 1, 5, 27, 1, 5, 26, 9, 22, 20, 29, 13, 26, 0, 1, 4, 4, 1, 7, 18, 2, 25, 25, 11, 8, 6, 10, 5, 22, 20, 29, 15, 25]
=============================test28=============================
102977
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1]
[21, 10, 1, 25, 0, 7, 7, 18, 21, 3, 26, 5, 5, 21, 0, 8, 13, 18, 25, 3, 21, 27, 8, 16, 7, 22, 1, 29, 15, 17, 8, 13, 6, 8, 3, 21, 27, 8, 4, 7, 11, 1, 5, 10, 21, 10, 4, 16, 25, 3, 7, 13, 8, 4, 7, 21, 27, 5, 13, 11, 8, 4, 1, 8, 6, 7, 17, 22, 10, 7, 6, 22, 5, 21, 23, 5, 0, 2, 0, 13, 11, 8, 6, 9, 5, 21, 27, 24, 11, 19, 4, 13, 18, 10, 3, 26, 13, 24, 21, 9, 11, 17, 17, 10, 14, 22, 20, 1, 25, 6, 7, 8, 16, 1, 7, 6, 27, 5, 1, 5, 27, 1, 5, 26, 9, 22, 20, 29, 13, 26, 0, 1, 4, 4, 1, 7, 18, 2, 25, 25, 11, 8, 6, 10, 5, 22, 20, 29, 15, 25]
=============================test29=============================
95885
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1]
[21, 10, 1, 25, 0, 7, 7, 18, 21, 3, 26, 5, 5, 21, 0, 8, 13, 18, 25, 3, 21, 27, 8, 16, 7, 22, 1, 29, 15, 17, 8, 13, 6, 8, 3, 21, 27, 8, 4, 7, 11, 1, 5, 10, 21, 10, 4, 16, 25, 3, 7, 13, 8, 4, 7, 21, 27, 5, 13, 11, 8, 4, 1, 8, 6, 7, 17, 22, 10, 7, 6, 22, 5, 21, 23, 5, 0, 2, 0, 13, 11, 8, 6, 9, 5, 21, 27, 24, 11, 19, 4, 13, 18, 10, 3, 26, 13, 24, 21, 9, 11, 17, 17, 10, 21, 22, 20, 1, 25, 6, 7, 8, 16, 1, 7, 6, 27, 5, 1, 5, 27, 1, 5, 26, 9, 22, 20, 29, 13, 26, 0, 1, 4, 4, 1, 7, 18, 2, 25, 25, 11, 8, 6, 10, 5, 22, 20, 29, 15, 25]
=============================test30=============================
93018
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1]
[21, 10, 1, 25, 0, 7, 7, 18, 21, 3, 26, 5, 5, 21, 0, 8, 13, 18, 25, 3, 21, 27, 8, 16, 7, 22, 1, 29, 15, 17, 8, 13, 6, 8, 3, 21, 27, 8, 4, 7, 11, 1, 5, 10, 21, 10, 4, 16, 25, 3, 7, 13, 8, 4, 7, 21, 27, 5, 13, 11, 8, 4, 1, 8, 6, 7, 17, 22, 10, 7, 6, 22, 5, 21, 23, 5, 0, 2, 0, 13, 11, 8, 6, 9, 5, 21, 27, 24, 11, 19, 4, 13, 18, 10, 3, 26, 13, 24, 21, 9, 11, 17, 17, 10, 21, 22, 20, 1, 25, 6, 7, 8, 16, 1, 7, 6, 27, 5, 1, 5, 27, 1, 5, 26, 9, 22, 20, 29, 13, 26, 0, 1, 4, 4, 1, 7, 18, 2, 25, 25, 11, 8, 6, 10, 5, 22, 20, 29, 15, 25]
=============================test31=============================
98418
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1]
[21, 10, 1, 25, 0, 7, 7, 18, 21, 3, 26, 5, 5, 21, 0, 8, 13, 18, 25, 3, 21, 27, 8, 16, 7, 22, 1, 29, 15, 17, 8, 13, 6, 8, 3, 21, 27, 8, 4, 7, 11, 1, 5, 10, 21, 10, 4, 16, 25, 3, 7, 13, 8, 4, 7, 21, 27, 5, 13, 11, 8, 4, 1, 8, 6, 7, 17, 22, 10, 7, 6, 22, 5, 21, 23, 5, 0, 2, 0, 13, 11, 8, 6, 9, 5, 21, 27, 24, 11, 19, 4, 13, 18, 10, 3, 26, 13, 24, 21, 9, 11, 17, 17, 10, 21, 22, 20, 1, 25, 6, 7, 8, 16, 1, 7, 6, 27, 5, 1, 5, 27, 1, 5, 26, 9, 22, 20, 29, 13, 26, 0, 1, 4, 4, 1, 7, 18, 2, 25, 25, 11, 8, 6, 10, 5, 22, 20, 29, 15, 25]
=============================test32=============================
103818
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1]
[21, 10, 1, 25, 0, 7, 7, 18, 21, 3, 26, 5, 5, 21, 0, 8, 13, 18, 25, 3, 21, 27, 8, 16, 7, 22, 1, 29, 15, 17, 8, 13, 6, 8, 3, 21, 27, 8, 4, 7, 11, 1, 5, 10, 21, 10, 4, 16, 25, 3, 7, 13, 8, 4, 7, 21, 27, 5, 13, 11, 8, 4, 1, 8, 6, 7, 17, 22, 10, 7, 6, 22, 5, 21, 23, 5, 0, 2, 0, 13, 11, 8, 6, 9, 5, 21, 27, 24, 11, 19, 4, 13, 18, 10, 3, 26, 13, 24, 21, 9, 11, 17, 17, 10, 21, 22, 20, 1, 25, 6, 7, 8, 16, 1, 7, 6, 27, 5, 1, 5, 27, 1, 5, 26, 9, 22, 20, 29, 13, 26, 0, 1, 4, 4, 1, 7, 18, 2, 25, 25, 11, 8, 6, 10, 5, 22, 20, 29, 15, 25]
=============================test33=============================
95885
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1]
[21, 10, 1, 25, 0, 7, 7, 18, 21, 3, 26, 5, 5, 21, 0, 8, 13, 18, 25, 3, 21, 27, 8, 16, 7, 22, 1, 29, 15, 17, 8, 13, 6, 8, 3, 21, 27, 8, 4, 7, 11, 1, 5, 10, 21, 10, 4, 16, 25, 3, 7, 13, 8, 4, 7, 21, 27, 5, 13, 11, 8, 4, 1, 8, 6, 7, 17, 22, 10, 7, 6, 22, 5, 21, 23, 5, 0, 2, 0, 13, 11, 8, 6, 9, 5, 21, 27, 24, 11, 19, 4, 13, 18, 10, 3, 26, 13, 24, 21, 9, 11, 17, 17, 10, 21, 22, 20, 1, 25, 6, 7, 8, 16, 1, 7, 6, 27, 5, 1, 5, 27, 1, 5, 26, 9, 22, 20, 29, 13, 26, 0, 1, 4, 4, 1, 7, 18, 2, 25, 25, 11, 8, 6, 10, 5, 22, 20, 29, 15, 25]
=============================test34=============================
93018
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1]
[21, 10, 1, 25, 0, 7, 7, 18, 21, 3, 26, 5, 5, 21, 0, 8, 13, 18, 25, 3, 21, 27, 8, 16, 7, 22, 1, 29, 15, 17, 8, 13, 6, 8, 3, 21, 27, 8, 4, 7, 11, 1, 5, 10, 21, 10, 4, 16, 25, 3, 7, 13, 8, 4, 7, 21, 27, 5, 13, 11, 8, 4, 1, 8, 6, 7, 17, 22, 10, 7, 6, 22, 5, 21, 23, 5, 0, 2, 0, 13, 11, 8, 6, 9, 5, 21, 27, 24, 11, 19, 4, 13, 18, 10, 3, 26, 13, 24, 21, 9, 11, 17, 17, 10, 21, 22, 20, 1, 25, 6, 7, 8, 16, 1, 7, 6, 27, 5, 1, 5, 27, 1, 5, 26, 9, 22, 20, 29, 13, 26, 0, 1, 4, 4, 1, 7, 18, 2, 25, 25, 11, 8, 6, 10, 5, 22, 20, 29, 15, 25]
=============================test35=============================
98418
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1]
[21, 10, 1, 25, 0, 7, 7, 18, 21, 3, 26, 5, 5, 21, 0, 8, 13, 18, 25, 3, 21, 27, 8, 16, 7, 22, 1, 29, 15, 17, 8, 13, 6, 8, 3, 21, 27, 8, 4, 7, 11, 1, 5, 10, 21, 10, 4, 16, 25, 3, 7, 13, 8, 4, 7, 21, 27, 5, 13, 11, 8, 4, 1, 8, 6, 7, 17, 22, 10, 7, 6, 22, 5, 21, 23, 5, 0, 2, 0, 13, 11, 8, 6, 9, 5, 21, 27, 24, 11, 19, 4, 13, 18, 10, 3, 26, 13, 24, 21, 9, 11, 17, 17, 10, 21, 22, 20, 1, 25, 6, 7, 8, 16, 1, 7, 6, 27, 5, 1, 5, 27, 1, 5, 26, 9, 22, 20, 29, 13, 26, 0, 1, 4, 4, 1, 7, 18, 2, 25, 25, 11, 8, 6, 10, 5, 22, 20, 29, 15, 25]
=============================test36=============================
103818
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1]
[21, 10, 1, 25, 0, 7, 7, 18, 21, 3, 26, 5, 5, 21, 0, 8, 13, 18, 25, 3, 21, 27, 8, 16, 7, 22, 1, 29, 15, 17, 8, 13, 6, 8, 3, 21, 27, 8, 4, 7, 11, 1, 5, 10, 21, 10, 4, 16, 25, 3, 7, 13, 8, 4, 7, 21, 27, 5, 13, 11, 8, 4, 1, 8, 6, 7, 17, 22, 10, 7, 6, 22, 5, 21, 23, 5, 0, 2, 0, 13, 11, 8, 6, 9, 5, 21, 27, 24, 11, 19, 4, 13, 18, 10, 3, 26, 13, 24, 21, 9, 11, 17, 17, 10, 21, 22, 20, 1, 25, 6, 7, 8, 16, 1, 7, 6, 27, 5, 1, 5, 27, 1, 5, 26, 9, 22, 20, 29, 13, 26, 0, 1, 4, 4, 1, 7, 18, 2, 25, 25, 11, 8, 6, 10, 5, 22, 20, 29, 15, 25]
=============================test37=============================
95885
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1]
[21, 10, 1, 25, 0, 7, 7, 18, 21, 3, 26, 5, 5, 21, 0, 8, 13, 18, 25, 3, 21, 27, 8, 16, 7, 22, 1, 29, 15, 17, 8, 13, 6, 8, 3, 21, 27, 8, 4, 7, 11, 1, 5, 10, 21, 10, 4, 16, 25, 3, 7, 13, 8, 4, 7, 21, 27, 5, 13, 11, 8, 4, 1, 8, 6, 7, 17, 22, 10, 7, 6, 22, 5, 21, 23, 5, 0, 2, 0, 13, 11, 8, 6, 9, 5, 21, 27, 24, 11, 19, 4, 13, 18, 10, 3, 26, 13, 24, 21, 9, 11, 17, 17, 10, 21, 22, 20, 1, 25, 6, 7, 8, 16, 1, 7, 6, 27, 5, 1, 5, 27, 1, 5, 26, 9, 22, 20, 29, 13, 26, 0, 1, 4, 4, 1, 7, 18, 2, 25, 25, 11, 8, 6, 10, 5, 22, 20, 29, 15, 25]
=============================test38=============================
93018
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1]
[21, 10, 1, 25, 0, 7, 7, 18, 21, 3, 26, 5, 5, 21, 0, 8, 13, 18, 25, 3, 21, 27, 8, 16, 7, 22, 1, 29, 15, 17, 8, 13, 6, 8, 3, 21, 27, 8, 4, 7, 11, 1, 5, 10, 21, 10, 4, 16, 25, 3, 7, 13, 8, 4, 7, 21, 27, 5, 13, 11, 8, 4, 1, 8, 6, 7, 17, 22, 10, 7, 6, 22, 5, 21, 23, 5, 0, 2, 0, 13, 11, 8, 6, 9, 5, 21, 27, 24, 11, 19, 4, 13, 18, 10, 3, 26, 13, 24, 21, 9, 11, 17, 17, 10, 21, 22, 20, 1, 25, 6, 7, 8, 16, 1, 7, 6, 27, 5, 1, 5, 27, 1, 5, 26, 9, 22, 20, 29, 13, 26, 0, 1, 4, 4, 1, 7, 18, 2, 25, 25, 11, 8, 6, 10, 5, 22, 20, 29, 15, 25]
=============================test39=============================
98418
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1]
[21, 10, 1, 25, 0, 7, 7, 18, 21, 3, 26, 5, 5, 21, 0, 8, 13, 18, 25, 3, 21, 27, 8, 16, 7, 22, 1, 29, 15, 17, 8, 13, 6, 8, 3, 21, 27, 8, 4, 7, 11, 1, 5, 10, 21, 10, 4, 16, 25, 3, 7, 13, 8, 4, 7, 21, 27, 5, 13, 11, 8, 4, 1, 8, 6, 7, 17, 22, 10, 7, 6, 22, 5, 21, 23, 5, 0, 2, 0, 13, 11, 8, 6, 9, 5, 21, 27, 24, 11, 19, 4, 13, 18, 10, 3, 26, 13, 24, 21, 9, 11, 17, 17, 10, 21, 22, 20, 1, 25, 6, 7, 8, 16, 1, 7, 6, 27, 5, 1, 5, 27, 1, 5, 26, 9, 22, 20, 29, 13, 26, 0, 1, 4, 4, 1, 7, 18, 2, 25, 25, 11, 8, 6, 10, 5, 22, 20, 29, 15, 25]
=============================test40=============================
103818
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1]
[21, 10, 1, 25, 0, 7, 7, 18, 21, 3, 26, 5, 5, 21, 0, 8, 13, 18, 25, 3, 21, 27, 8, 16, 7, 22, 1, 29, 15, 17, 8, 13, 6, 8, 3, 21, 27, 8, 4, 7, 11, 1, 5, 10, 21, 10, 4, 16, 25, 3, 7, 13, 8, 4, 7, 21, 27, 5, 13, 11, 8, 4, 1, 8, 6, 7, 17, 22, 10, 7, 6, 22, 5, 21, 23, 5, 0, 2, 0, 13, 11, 8, 6, 9, 5, 21, 27, 24, 11, 19, 4, 13, 18, 10, 3, 26, 13, 24, 21, 9, 11, 17, 17, 10, 21, 22, 20, 1, 25, 6, 7, 8, 16, 1, 7, 6, 27, 5, 1, 5, 27, 1, 5, 26, 9, 22, 20, 29, 13, 26, 0, 1, 4, 4, 1, 7, 18, 2, 25, 25, 11, 8, 6, 10, 5, 22, 20, 29, 15, 25]
=============================test41=============================
16835
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[2, 8, 8, 1, 6, 8, 4, 3, 0, 3, 9, 1, 8, 9, 1, 2, 2, 6, 4, 2, 0, 5, 0, 6, 6, 7, 1, 7, 7, 9, 4, 3, 7, 3, 4, 0, 2, 0, 7, 1, 9, 0, 9, 2, 0, 0, 0, 5, 1, 5, 7, 3, 9, 0, 3, 9, 0, 7, 8, 1, 5, 8, 6, 4, 6, 5, 5, 7, 5, 3, 5, 0, 8, 8, 9, 0, 6, 7, 3, 9, 3, 5, 4, 5, 5, 7, 4, 5, 6, 6]
=============================test42=============================
18737
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1]
[16, 17, 10, 7, 0, 19, 6, 1, 9, 6, 16, 9, 0, 0, 6, 1, 8, 7, 8, 9, 2, 6, 15, 1, 12, 11, 6, 12, 2, 10, 5, 1, 11, 13, 9, 11, 2, 3, 2, 10, 13, 15, 0, 10, 5, 5, 17, 11, 4, 2, 16, 1, 9, 8, 9, 2, 19, 14, 17, 0, 15, 17, 6, 14, 5, 1, 10, 3, 6, 8, 11, 1, 11, 11, 2, 15, 4, 11, 4, 13]
=============================test43=============================
20328
[1, 1, 1, 1, 1, 1, 1, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1]
[20, 21, 18, 4, 16, 1, 18, 8, 15, 6, 20, 2, 20, 6, 27, 24, 29, 1, 21, 8, 10, 13, 22, 19, 10, 5, 29, 15, 14, 11, 9, 13, 0, 15, 1, 17, 0, 6, 0, 4, 9, 3, 14, 23, 11, 14, 21, 4, 17, 16, 20, 15, 15, 23, 1, 18, 10, 13, 14, 25, 26, 11, 12, 26, 12, 13, 22, 18, 16, 23]
=============================test44=============================
19453
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[9, 1, 1, 6, 1, 2, 9, 3, 7, 8, 7, 0, 0, 3, 0, 7, 4, 8, 8, 7, 8, 0, 4, 4, 7, 5, 4, 0, 1, 7, 4, 8, 3, 3, 2, 5, 3, 1, 1, 7, 0, 2, 1, 0, 9, 5, 1, 1, 6, 7, 9, 0, 3, 9, 8, 2, 2, 6, 6, 0, 5, 7, 6, 9, 9, 2, 6, 6, 7, 0, 3, 0, 8, 7, 7, 6, 5, 5, 7, 5, 4, 5, 7, 7, 6, 4, 4, 2, 2, 3]
=============================test45=============================
22300
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[3, 18, 15, 8, 10, 5, 2, 19, 8, 0, 18, 11, 17, 7, 10, 9, 7, 8, 0, 11, 0, 12, 16, 17, 14, 7, 0, 10, 1, 0, 18, 19, 17, 14, 6, 16, 2, 2, 18, 18, 10, 19, 9, 2, 5, 6, 12, 16, 9, 4, 12, 11, 4, 7, 11, 12, 7, 9, 16, 14, 7, 8, 8, 9, 7, 14, 13, 17, 3, 0, 6, 13, 11, 8, 14, 10, 7, 18, 15, 10]
=============================test46=============================
25087
[1, 1, 1, 1, 1, 1, 0, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 1, 1, 1, 1, 1, 0, 0, 1, 1, 1, 1, 1, 1]
[5, 13, 18, 4, 3, 25, 2, 8, 0, 0, 9, 3, 13, 1, 24, 8, 0, 5, 1, 19, 12, 29, 7, 13, 14, 29, 8, 13, 19, 11, 2, 28, 17, 28, 26, 10, 12, 3, 28, 17, 27, 26, 19, 16, 4, 21, 10, 9, 28, 20, 12, 7, 0, 25, 24, 13, 25, 14, 9, 0, 8, 2, 24, 29, 21, 9, 2, 12, 24, 10]
=============================test47=============================
18379
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[2, 8, 0, 8, 1, 9, 7, 9, 7, 9, 3, 6, 1, 6, 9, 7, 9, 8, 8, 9, 1, 8, 6, 9, 7, 9, 0, 8, 7, 7, 0, 6, 2, 1, 7, 0, 8, 7, 1, 9, 0, 6, 0, 7, 0, 3, 7, 7, 5, 7, 0, 0, 1, 0, 3, 7, 1, 6, 1, 4, 6, 7, 7, 0, 7, 2, 5, 7, 4, 5, 3, 7, 3, 7, 2, 6, 3, 5, 7, 7, 7, 2, 3, 2, 6, 3, 5, 6, 6, 5]
=============================test48=============================
17220
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 0, 1, 1, 1]
[3, 7, 0, 17, 17, 2, 0, 7, 6, 7, 0, 19, 13, 2, 0, 8, 15, 2, 12, 11, 19, 19, 12, 9, 9, 3, 3, 0, 18, 10, 0, 8, 7, 5, 0, 7, 1, 18, 13, 1, 7, 9, 1, 9, 1, 11, 13, 1, 15, 11, 5, 0, 1, 12, 12, 11, 7, 8, 9, 0, 0, 4, 18, 10, 7, 5, 2, 2, 1, 3, 12, 10, 7, 8, 4, 13, 6, 3, 12, 15]
=============================test49=============================
21445
[1, 1, 1, 1, 0, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 1, 1, 1, 0, 1, 1, 1, 1, 1, 0, 1, 1, 1, 1, 1]
[0, 22, 12, 25, 25, 2, 12, 2, 5, 20, 3, 29, 2, 8, 5, 5, 27, 15, 5, 12, 9, 22, 0, 26, 15, 29, 15, 9, 27, 0, 23, 10, 26, 23, 11, 9, 1, 1, 19, 5, 28, 11, 6, 3, 0, 25, 12, 17, 11, 6, 7, 0, 28, 5, 2, 14, 6, 27, 2, 5, 10, 19, 21, 6, 6, 2, 5, 16, 2, 27]
=============================test50=============================
20681
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[3, 1, 0, 9, 0, 5, 8, 2, 8, 1, 5, 2, 6, 6, 1, 2, 0, 2, 8, 1, 5, 7, 6, 6, 4, 9, 8, 5, 2, 5, 0, 9, 6, 2, 9, 0, 8, 5, 0, 5, 2, 1, 7, 9, 9, 2, 8, 5, 0, 5, 6, 7, 6, 5, 5, 1, 8, 5, 7, 5, 1, 2, 0, 9, 0, 2, 7, 2, 8, 1, 0, 7, 6, 0, 7, 1, 2, 5, 7, 5, 5, 7, 6, 9, 4, 1, 7, 5, 7, 5, 5, 2, 6, 6, 3, 2, 7, 2, 8, 7]
=============================test51=============================
23663
[1, 1, 1, 1, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[1, 19, 0, 13, 0, 2, 10, 3, 15, 1, 9, 10, 11, 0, 9, 1, 8, 12, 9, 5, 6, 8, 6, 0, 15, 1, 8, 11, 7, 15, 12, 19, 16, 12, 11, 2, 8, 9, 15, 15, 5, 2, 11, 9, 15, 2, 19, 11, 8, 5, 6, 19, 15, 12, 5, 1, 8, 12, 7, 5, 1, 2, 19, 9, 18, 6, 16, 19, 6, 10, 0, 19, 14, 19, 9, 19, 8, 10, 10, 5, 17, 7, 19, 0, 15, 1, 19, 12, 7, 5, 0, 16, 6, 0, 11, 11, 8, 10, 17, 5]
=============================test52=============================
23361
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[8, 9, 3, 8, 8, 2, 4, 9, 9, 0, 1, 9, 3, 8, 0, 3, 6, 9, 0, 1, 5, 1, 3, 8, 5, 4, 7, 9, 9, 7, 5, 2, 3, 6, 6, 2, 4, 3, 1, 7, 5, 3, 3, 8, 6, 2, 4, 2, 1, 7, 6, 7, 3, 2, 7, 5, 2, 0, 4, 4, 2, 1, 3, 6, 3, 3, 0, 0, 0, 2, 7, 3, 3, 6, 5, 4, 7, 2, 7, 7, 5, 7, 3, 2, 8, 5, 5, 3, 2, 0, 5, 7, 7, 2, 0, 5, 6, 5, 4, 4]
=============================test53=============================
26867
[0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 1, 1]
[19, 9, 12, 19, 10, 12, 4, 11, 9, 18, 8, 2, 15, 19, 14, 1, 4, 11, 9, 8, 19, 7, 11, 19, 18, 5, 1, 9, 9, 19, 13, 9, 12, 17, 17, 1, 4, 12, 1, 17, 8, 2, 15, 19, 11, 1, 11, 15, 19, 14, 5, 3, 12, 19, 17, 4, 7, 15, 19, 10, 19, 3, 11, 19, 10, 2, 8, 11, 7, 7, 8, 3, 13, 19, 6, 2, 4, 15, 19, 14, 11, 18, 14, 19, 19, 5, 5, 13, 10, 12, 11, 18, 8, 2, 12, 13, 6, 12, 4, 4]
=============================test54=============================
22564
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[4, 9, 0, 9, 0, 4, 4, 6, 9, 0, 9, 9, 3, 9, 2, 1, 6, 4, 9, 0, 9, 0, 2, 5, 2, 1, 6, 4, 8, 0, 4, 0, 3, 5, 8, 1, 6, 4, 8, 0, 4, 0, 2, 3, 2, 1, 4, 4, 5, 0, 4, 0, 0, 3, 2, 4, 6, 3, 8, 7, 4, 6, 3, 0, 2, 4, 7, 1, 8, 7, 2, 2, 2, 3, 2, 1, 6, 4, 8, 8, 4, 6, 3, 3, 2, 8, 6, 4, 8, 7, 4, 3, 2, 3, 2, 4, 6, 4, 8, 5]
=============================test55=============================
25752
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 1, 1, 1, 0, 1, 1]
[19, 9, 11, 9, 8, 1, 6, 1, 14, 10, 10, 9, 0, 14, 2, 19, 6, 4, 11, 10, 9, 0, 2, 14, 2, 19, 6, 4, 14, 10, 19, 15, 11, 9, 2, 19, 4, 14, 11, 0, 13, 0, 2, 14, 18, 19, 19, 4, 16, 10, 19, 19, 14, 11, 2, 19, 4, 4, 8, 0, 19, 9, 3, 5, 8, 1, 6, 4, 15, 10, 19, 15, 11, 0, 0, 4, 7, 1, 14, 10, 8, 3, 2, 5, 10, 10, 6, 4, 14, 15, 10, 19, 2, 11, 15, 19, 4, 6, 5, 7]
=============================test56=============================
92079
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[19, 9, 21, 15, 25, 26, 1, 7, 1, 8, 5, 8, 9, 14, 27, 3, 14, 16, 8, 20, 16, 3, 25, 19, 17, 18, 4, 22, 20, 16, 11, 9, 14, 4, 27, 16, 0, 0, 24, 10, 4, 12, 12, 23, 7, 2, 12, 7, 22, 19, 17, 14, 6, 27, 17, 28, 3, 5, 14, 0, 17, 27, 13, 25, 15, 21, 4, 14, 24, 5, 9, 22, 19, 7, 22, 15, 8, 11, 15, 14, 14, 0, 11, 23, 20, 5, 15, 14, 24, 15, 4, 29, 27, 27, 29, 17, 7, 29, 11, 3, 4, 17, 2, 11, 27, 19, 6, 23, 13, 4, 25, 17, 29, 4, 5, 6, 4, 19, 11, 18, 15, 10, 10, 13, 2, 5, 21, 20, 6, 1, 23, 3, 12, 27, 16, 26, 7, 23, 3, 2, 21, 17, 19, 11, 0, 19, 2, 0, 9, 2, 3, 11, 1, 22, 4, 25, 14, 24, 12, 17, 23, 20, 19, 7, 26, 4, 3, 8, 29, 23, 17, 14, 24, 5, 23, 4, 24, 14, 5, 29, 26, 20, 28, 22, 1, 7, 29, 3, 2, 29, 16, 25, 26, 5, 23, 10, 26, 1, 27, 23]
=============================test57=============================
101079
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[19, 9, 21, 15, 25, 26, 1, 7, 1, 8, 5, 8, 9, 14, 27, 3, 14, 16, 8, 20, 16, 3, 25, 19, 17, 18, 4, 22, 20, 16, 11, 9, 14, 4, 27, 16, 0, 0, 24, 10, 4, 12, 12, 23, 7, 2, 12, 7, 22, 19, 17, 14, 6, 27, 17, 28, 3, 5, 14, 0, 17, 27, 13, 25, 15, 21, 4, 14, 24, 5, 9, 22, 19, 7, 22, 15, 8, 11, 15, 14, 14, 0, 11, 23, 20, 5, 15, 14, 24, 15, 4, 29, 27, 27, 29, 17, 7, 29, 11, 3, 4, 17, 2, 11, 27, 19, 6, 23, 13, 4, 25, 17, 29, 4, 5, 6, 4, 19, 11, 18, 15, 10, 10, 13, 2, 5, 21, 20, 6, 1, 23, 3, 12, 27, 16, 26, 7, 23, 3, 2, 21, 17, 19, 11, 0, 19, 2, 0, 9, 2, 3, 11, 1, 22, 4, 25, 14, 24, 12, 17, 23, 20, 19, 7, 26, 4, 3, 8, 29, 23, 17, 14, 24, 5, 23, 4, 24, 14, 5, 29, 26, 20, 28, 22, 1, 7, 29, 3, 2, 29, 16, 25, 26, 5, 23, 10, 26, 1, 27, 23]
=============================test58=============================
122079
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[19, 9, 21, 15, 25, 26, 1, 7, 1, 8, 5, 8, 9, 14, 27, 3, 14, 16, 8, 20, 16, 3, 25, 19, 17, 18, 4, 22, 20, 16, 11, 9, 14, 4, 27, 16, 0, 0, 24, 10, 4, 12, 12, 23, 7, 2, 12, 7, 22, 19, 17, 14, 6, 27, 17, 28, 3, 5, 14, 0, 17, 27, 13, 25, 15, 21, 4, 14, 24, 5, 9, 22, 19, 7, 22, 15, 8, 11, 15, 14, 14, 0, 11, 23, 20, 5, 15, 14, 24, 15, 4, 29, 27, 27, 29, 17, 7, 29, 11, 3, 4, 17, 2, 11, 27, 19, 6, 23, 13, 4, 25, 17, 29, 4, 5, 6, 4, 19, 11, 18, 15, 10, 10, 13, 2, 5, 21, 20, 6, 1, 23, 3, 12, 27, 16, 26, 7, 23, 3, 2, 21, 17, 19, 11, 0, 19, 2, 0, 9, 2, 3, 11, 1, 22, 4, 25, 14, 24, 12, 17, 23, 20, 19, 7, 26, 4, 3, 8, 29, 23, 17, 14, 24, 5, 23, 4, 24, 14, 5, 29, 26, 20, 28, 22, 1, 7, 29, 3, 2, 29, 16, 25, 26, 5, 23, 10, 26, 1, 27, 23]
=============================test59=============================
107318
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[19, 9, 21, 15, 25, 26, 1, 7, 1, 8, 5, 8, 9, 14, 27, 3, 14, 16, 8, 20, 16, 3, 25, 19, 17, 18, 4, 22, 20, 16, 11, 9, 14, 4, 27, 16, 0, 0, 24, 10, 4, 12, 12, 23, 7, 2, 12, 7, 22, 19, 17, 14, 6, 27, 17, 28, 3, 5, 14, 0, 17, 27, 13, 25, 15, 21, 4, 14, 24, 5, 9, 22, 19, 7, 22, 15, 8, 11, 15, 14, 14, 0, 11, 23, 20, 5, 15, 14, 24, 15, 4, 29, 27, 27, 29, 17, 7, 29, 11, 3, 4, 17, 2, 11, 27, 19, 6, 23, 13, 4, 25, 17, 29, 4, 5, 6, 4, 19, 11, 18, 15, 10, 10, 13, 2, 5, 21, 20, 6, 1, 23, 3, 12, 27, 16, 26, 7, 23, 3, 2, 21, 17, 19, 11, 0, 19, 2, 0, 9, 2, 3, 11, 1, 22, 4, 25, 14, 24, 12, 17, 23, 20, 19, 7, 26, 4, 3, 8, 29, 23, 17, 14, 24, 5, 23, 4, 24, 14, 5, 29, 26, 20, 28, 22, 1, 7, 29, 3, 2, 29, 16, 25, 26, 5, 23, 10, 26, 1, 27, 23]
=============================test60=============================
92079
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[19, 9, 21, 15, 25, 26, 1, 7, 1, 8, 5, 8, 9, 14, 27, 3, 14, 16, 8, 20, 16, 3, 25, 19, 17, 18, 4, 22, 20, 16, 11, 9, 14, 4, 27, 16, 0, 0, 24, 10, 4, 12, 12, 23, 7, 2, 12, 7, 22, 19, 17, 14, 6, 27, 17, 28, 3, 5, 14, 0, 17, 27, 13, 25, 15, 21, 4, 14, 24, 5, 9, 22, 19, 7, 22, 15, 8, 11, 15, 14, 14, 0, 11, 23, 20, 5, 15, 14, 24, 15, 4, 29, 27, 27, 29, 17, 7, 29, 11, 3, 4, 17, 2, 11, 27, 19, 6, 23, 13, 4, 25, 17, 29, 4, 5, 6, 4, 19, 11, 18, 15, 10, 10, 13, 2, 5, 21, 20, 6, 1, 23, 3, 12, 27, 16, 26, 7, 23, 3, 2, 21, 17, 19, 11, 0, 19, 2, 0, 9, 2, 3, 11, 1, 22, 4, 25, 14, 24, 12, 17, 23, 20, 19, 7, 26, 4, 3, 8, 29, 23, 17, 14, 24, 5, 23, 4, 24, 14, 5, 29, 26, 20, 28, 22, 1, 7, 29, 3, 2, 29, 16, 25, 26, 5, 23, 10, 26, 1, 27, 23]
=============================test61=============================
101079
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[19, 9, 21, 15, 25, 26, 1, 7, 1, 8, 5, 8, 9, 14, 27, 3, 14, 16, 8, 20, 16, 3, 25, 19, 17, 18, 4, 22, 20, 16, 11, 9, 14, 4, 27, 16, 0, 0, 24, 10, 4, 12, 12, 23, 7, 2, 12, 7, 22, 19, 17, 14, 6, 27, 17, 28, 3, 5, 14, 0, 17, 27, 13, 25, 15, 21, 4, 14, 24, 5, 9, 22, 19, 7, 22, 15, 8, 11, 15, 14, 14, 0, 11, 23, 20, 5, 15, 14, 24, 15, 4, 29, 27, 27, 29, 17, 7, 29, 11, 3, 4, 17, 2, 11, 27, 19, 6, 23, 13, 4, 25, 17, 29, 4, 5, 6, 4, 19, 11, 18, 15, 10, 10, 13, 2, 5, 21, 20, 6, 1, 23, 3, 12, 27, 16, 26, 7, 23, 3, 2, 21, 17, 19, 11, 0, 19, 2, 0, 9, 2, 3, 11, 1, 22, 4, 25, 14, 24, 12, 17, 23, 20, 19, 7, 26, 4, 3, 8, 29, 23, 17, 14, 24, 5, 23, 4, 24, 14, 5, 29, 26, 20, 28, 22, 1, 7, 29, 3, 2, 29, 16, 25, 26, 5, 23, 10, 26, 1, 27, 23]
=============================test62=============================
122079
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[19, 9, 21, 15, 25, 26, 1, 7, 1, 8, 5, 8, 9, 14, 27, 3, 14, 16, 8, 20, 16, 3, 25, 19, 17, 18, 4, 22, 20, 16, 11, 9, 14, 4, 27, 16, 0, 0, 24, 10, 4, 12, 12, 23, 7, 2, 12, 7, 22, 19, 17, 14, 6, 27, 17, 28, 3, 5, 14, 0, 17, 27, 13, 25, 15, 21, 4, 14, 24, 5, 9, 22, 19, 7, 22, 15, 8, 11, 15, 14, 14, 0, 11, 23, 20, 5, 15, 14, 24, 15, 4, 29, 27, 27, 29, 17, 7, 29, 11, 3, 4, 17, 2, 11, 27, 19, 6, 23, 13, 4, 25, 17, 29, 4, 5, 6, 4, 19, 11, 18, 15, 10, 10, 13, 2, 5, 21, 20, 6, 1, 23, 3, 12, 27, 16, 26, 7, 23, 3, 2, 21, 17, 19, 11, 0, 19, 2, 0, 9, 2, 3, 11, 1, 22, 4, 25, 14, 24, 12, 17, 23, 20, 19, 7, 26, 4, 3, 8, 29, 23, 17, 14, 24, 5, 23, 4, 24, 14, 5, 29, 26, 20, 28, 22, 1, 7, 29, 3, 2, 29, 16, 25, 26, 5, 23, 10, 26, 1, 27, 23]
=============================test63=============================
107318
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[19, 9, 21, 15, 25, 26, 1, 7, 1, 8, 5, 8, 9, 14, 27, 3, 14, 16, 8, 20, 16, 3, 25, 19, 17, 18, 4, 22, 20, 16, 11, 9, 14, 4, 27, 16, 0, 0, 24, 10, 4, 12, 12, 23, 7, 2, 12, 7, 22, 19, 17, 14, 6, 27, 17, 28, 3, 5, 14, 0, 17, 27, 13, 25, 15, 21, 4, 14, 24, 5, 9, 22, 19, 7, 22, 15, 8, 11, 15, 14, 14, 0, 11, 23, 20, 5, 15, 14, 24, 15, 4, 29, 27, 27, 29, 17, 7, 29, 11, 3, 4, 17, 2, 11, 27, 19, 6, 23, 13, 4, 25, 17, 29, 4, 5, 6, 4, 19, 11, 18, 15, 10, 10, 13, 2, 5, 21, 20, 6, 1, 23, 3, 12, 27, 16, 26, 7, 23, 3, 2, 21, 17, 19, 11, 0, 19, 2, 0, 9, 2, 3, 11, 1, 22, 4, 25, 14, 24, 12, 17, 23, 20, 19, 7, 26, 4, 3, 8, 29, 23, 17, 14, 24, 5, 23, 4, 24, 14, 5, 29, 26, 20, 28, 22, 1, 7, 29, 3, 2, 29, 16, 25, 26, 5, 23, 10, 26, 1, 27, 23]
=============================test64=============================
92079
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[19, 9, 21, 15, 25, 26, 1, 7, 1, 8, 5, 8, 9, 14, 27, 3, 14, 16, 8, 20, 16, 3, 25, 19, 17, 18, 4, 22, 20, 16, 11, 9, 14, 4, 27, 16, 0, 0, 24, 10, 4, 12, 12, 23, 7, 2, 12, 7, 22, 19, 17, 14, 6, 27, 17, 28, 3, 5, 14, 0, 17, 27, 13, 25, 15, 21, 4, 14, 24, 5, 9, 22, 19, 7, 22, 15, 8, 11, 15, 14, 14, 0, 11, 23, 20, 5, 15, 14, 24, 15, 4, 29, 27, 27, 29, 17, 7, 29, 11, 3, 4, 17, 2, 11, 27, 19, 6, 23, 13, 4, 25, 17, 29, 4, 5, 6, 4, 19, 11, 18, 15, 10, 10, 13, 2, 5, 21, 20, 6, 1, 23, 3, 12, 27, 16, 26, 7, 23, 3, 2, 21, 17, 19, 11, 0, 19, 2, 0, 9, 2, 3, 11, 1, 22, 4, 25, 14, 24, 12, 17, 23, 20, 19, 7, 26, 4, 3, 8, 29, 23, 17, 14, 24, 5, 23, 4, 24, 14, 5, 29, 26, 20, 28, 22, 1, 7, 29, 3, 2, 29, 16, 25, 26, 5, 23, 10, 26, 1, 27, 23]
=============================test65=============================
101079
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[19, 9, 21, 15, 25, 26, 1, 7, 1, 8, 5, 8, 9, 14, 27, 3, 14, 16, 8, 20, 16, 3, 25, 19, 17, 18, 4, 22, 20, 16, 11, 9, 14, 4, 27, 16, 0, 0, 24, 10, 4, 12, 12, 23, 7, 2, 12, 7, 22, 19, 17, 14, 6, 27, 17, 28, 3, 5, 14, 0, 17, 27, 13, 25, 15, 21, 4, 14, 24, 5, 9, 22, 19, 7, 22, 15, 8, 11, 15, 14, 14, 0, 11, 23, 20, 5, 15, 14, 24, 15, 4, 29, 27, 27, 29, 17, 7, 29, 11, 3, 4, 17, 2, 11, 27, 19, 6, 23, 13, 4, 25, 17, 29, 4, 5, 6, 4, 19, 11, 18, 15, 10, 10, 13, 2, 5, 21, 20, 6, 1, 23, 3, 12, 27, 16, 26, 7, 23, 3, 2, 21, 17, 19, 11, 0, 19, 2, 0, 9, 2, 3, 11, 1, 22, 4, 25, 14, 24, 12, 17, 23, 20, 19, 7, 26, 4, 3, 8, 29, 23, 17, 14, 24, 5, 23, 4, 24, 14, 5, 29, 26, 20, 28, 22, 1, 7, 29, 3, 2, 29, 16, 25, 26, 5, 23, 10, 26, 1, 27, 23]
=============================test66=============================
122079
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[19, 9, 21, 15, 25, 26, 1, 7, 1, 8, 5, 8, 9, 14, 27, 3, 14, 16, 8, 20, 16, 3, 25, 19, 17, 18, 4, 22, 20, 16, 11, 9, 14, 4, 27, 16, 0, 0, 24, 10, 4, 12, 12, 23, 7, 2, 12, 7, 22, 19, 17, 14, 6, 27, 17, 28, 3, 5, 14, 0, 17, 27, 13, 25, 15, 21, 4, 14, 24, 5, 9, 22, 19, 7, 22, 15, 8, 11, 15, 14, 14, 0, 11, 23, 20, 5, 15, 14, 24, 15, 4, 29, 27, 27, 29, 17, 7, 29, 11, 3, 4, 17, 2, 11, 27, 19, 6, 23, 13, 4, 25, 17, 29, 4, 5, 6, 4, 19, 11, 18, 15, 10, 10, 13, 2, 5, 21, 20, 6, 1, 23, 3, 12, 27, 16, 26, 7, 23, 3, 2, 21, 17, 19, 11, 0, 19, 2, 0, 9, 2, 3, 11, 1, 22, 4, 25, 14, 24, 12, 17, 23, 20, 19, 7, 26, 4, 3, 8, 29, 23, 17, 14, 24, 5, 23, 4, 24, 14, 5, 29, 26, 20, 28, 22, 1, 7, 29, 3, 2, 29, 16, 25, 26, 5, 23, 10, 26, 1, 27, 23]
=============================test68=============================
92079
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[19, 9, 21, 15, 25, 26, 1, 7, 1, 8, 5, 8, 9, 14, 27, 3, 14, 16, 8, 20, 16, 3, 25, 19, 17, 18, 4, 22, 20, 16, 11, 9, 14, 4, 27, 16, 0, 0, 24, 10, 4, 12, 12, 23, 7, 2, 12, 7, 22, 19, 17, 14, 6, 27, 17, 28, 3, 5, 14, 0, 17, 27, 13, 25, 15, 21, 4, 14, 24, 5, 9, 22, 19, 7, 22, 15, 8, 11, 15, 14, 14, 0, 11, 23, 20, 5, 15, 14, 24, 15, 4, 29, 27, 27, 29, 17, 7, 29, 11, 3, 4, 17, 2, 11, 27, 19, 6, 23, 13, 4, 25, 17, 29, 4, 5, 6, 4, 19, 11, 18, 15, 10, 10, 13, 2, 5, 21, 20, 6, 1, 23, 3, 12, 27, 16, 26, 7, 23, 3, 2, 21, 17, 19, 11, 0, 19, 2, 0, 9, 2, 3, 11, 1, 22, 4, 25, 14, 24, 12, 17, 23, 20, 19, 7, 26, 4, 3, 8, 29, 23, 17, 14, 24, 5, 23, 4, 24, 14, 5, 29, 26, 20, 28, 22, 1, 7, 29, 3, 2, 29, 16, 25, 26, 5, 23, 10, 26, 1, 27, 23]
=============================test69=============================
101079
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[19, 9, 21, 15, 25, 26, 1, 7, 1, 8, 5, 8, 9, 14, 27, 3, 14, 16, 8, 20, 16, 3, 25, 19, 17, 18, 4, 22, 20, 16, 11, 9, 14, 4, 27, 16, 0, 0, 24, 10, 4, 12, 12, 23, 7, 2, 12, 7, 22, 19, 17, 14, 6, 27, 17, 28, 3, 5, 14, 0, 17, 27, 13, 25, 15, 21, 4, 14, 24, 5, 9, 22, 19, 7, 22, 15, 8, 11, 15, 14, 14, 0, 11, 23, 20, 5, 15, 14, 24, 15, 4, 29, 27, 27, 29, 17, 7, 29, 11, 3, 4, 17, 2, 11, 27, 19, 6, 23, 13, 4, 25, 17, 29, 4, 5, 6, 4, 19, 11, 18, 15, 10, 10, 13, 2, 5, 21, 20, 6, 1, 23, 3, 12, 27, 16, 26, 7, 23, 3, 2, 21, 17, 19, 11, 0, 19, 2, 0, 9, 2, 3, 11, 1, 22, 4, 25, 14, 24, 12, 17, 23, 20, 19, 7, 26, 4, 3, 8, 29, 23, 17, 14, 24, 5, 23, 4, 24, 14, 5, 29, 26, 20, 28, 22, 1, 7, 29, 3, 2, 29, 16, 25, 26, 5, 23, 10, 26, 1, 27, 23]
=============================test70=============================
122079
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[19, 9, 21, 15, 25, 26, 1, 7, 1, 8, 5, 8, 9, 14, 27, 3, 14, 16, 8, 20, 16, 3, 25, 19, 17, 18, 4, 22, 20, 16, 11, 9, 14, 4, 27, 16, 0, 0, 24, 10, 4, 12, 12, 23, 7, 2, 12, 7, 22, 19, 17, 14, 6, 27, 17, 28, 3, 5, 14, 0, 17, 27, 13, 25, 15, 21, 4, 14, 24, 5, 9, 22, 19, 7, 22, 15, 8, 11, 15, 14, 14, 0, 11, 23, 20, 5, 15, 14, 24, 15, 4, 29, 27, 27, 29, 17, 7, 29, 11, 3, 4, 17, 2, 11, 27, 19, 6, 23, 13, 4, 25, 17, 29, 4, 5, 6, 4, 19, 11, 18, 15, 10, 10, 13, 2, 5, 21, 20, 6, 1, 23, 3, 12, 27, 16, 26, 7, 23, 3, 2, 21, 17, 19, 11, 0, 19, 2, 0, 9, 2, 3, 11, 1, 22, 4, 25, 14, 24, 12, 17, 23, 20, 19, 7, 26, 4, 3, 8, 29, 23, 17, 14, 24, 5, 23, 4, 24, 14, 5, 29, 26, 20, 28, 22, 1, 7, 29, 3, 2, 29, 16, 25, 26, 5, 23, 10, 26, 1, 27, 23]
=============================test71=============================
107318
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[19, 9, 21, 15, 25, 26, 1, 7, 1, 8, 5, 8, 9, 14, 27, 3, 14, 16, 8, 20, 16, 3, 25, 19, 17, 18, 4, 22, 20, 16, 11, 9, 14, 4, 27, 16, 0, 0, 24, 10, 4, 12, 12, 23, 7, 2, 12, 7, 22, 19, 17, 14, 6, 27, 17, 28, 3, 5, 14, 0, 17, 27, 13, 25, 15, 21, 4, 14, 24, 5, 9, 22, 19, 7, 22, 15, 8, 11, 15, 14, 14, 0, 11, 23, 20, 5, 15, 14, 24, 15, 4, 29, 27, 27, 29, 17, 7, 29, 11, 3, 4, 17, 2, 11, 27, 19, 6, 23, 13, 4, 25, 17, 29, 4, 5, 6, 4, 19, 11, 18, 15, 10, 10, 13, 2, 5, 21, 20, 6, 1, 23, 3, 12, 27, 16, 26, 7, 23, 3, 2, 21, 17, 19, 11, 0, 19, 2, 0, 9, 2, 3, 11, 1, 22, 4, 25, 14, 24, 12, 17, 23, 20, 19, 7, 26, 4, 3, 8, 29, 23, 17, 14, 24, 5, 23, 4, 24, 14, 5, 29, 26, 20, 28, 22, 1, 7, 29, 3, 2, 29, 16, 25, 26, 5, 23, 10, 26, 1, 27, 23]

2. 蒙特卡洛算法搜索

2.1 算法框架

蒙特卡洛算法就是解是完全随机生成的， 取所有生成的解中的最好的一个解， 这就近似于最优解了

蒙特卡洛搜索总体思路就是

• 把每个用户随机分配到一个工厂（容量需要匹配）
• 如果工厂没开， 则开启工厂
• 每一局都生成一个解 然后计算此解的cost
• 一共循环10000次找到最优解

2.2关键注释和代码

首先生成一个随机解

#生成局部解
def produce_solution():

    #对于每个用户 随机分配到一个工厂

    factory_open = [0] * n
    customer_assign = []
    total_opening_cost = 0
    total_assignment_cost = 0
    demand_customer_copy = demand_customer.copy()
    capacity_copy = capacity.copy()

    for i in range(m) :
        #判断是否继续为此工厂挑选随机解
        flag = True
        fac_num = -1
        while (flag) :
            #生成随机数
            fac_num = random.randint(0, n - 1)

            #如果容量符合要求则选择该工厂
            if (demand_customer_copy[i] <= capacity_copy[fac_num]) :
                #如果工厂没开 则开工厂
                if (factory_open[fac_num] == 0) :
                    factory_open[fac_num] = 1
                    total_opening_cost += opening_cost[fac_num]
                #写入到安排计划数组里
                customer_assign.append(fac_num)
                #减去相应容量
                capacity_copy[fac_num] -= demand_customer_copy[i]
                #更新总共total_assignment_cost
                total_assignment_cost += assignment_cost[i][fac_num]
                #更新flag
                flag = False

    return total_opening_cost + total_assignment_cost, factory_open, customer_assign

然后进行循环取新解， 看是否小于最小值， 是则更新最小值，记录工厂开关情况和客户安排情况

2.3 算法结果

2.3.1 结果表

-	蒙特卡洛搜索cost	蒙特卡洛搜索 time(s)
p1	19469	1.167448
p2	18387	1.144503
p3	20201	1.163274
p4	22369	1.173159
p5	19640	1.169271
p6	17722	1.289026
p7	20352	1.174866
p8	22446	1.165055
p9	19129	1.085098
p10	17959	1.171818
p11	20647	1.167950
p12	22022	1.083284
p13	23323	1.117716
p14	21678	1.107110
p15	24049	1.265235
p16	27861	1.091286
p17	23883	1.095017
p18	20887	1.191954
p19	24755	1.104198
p20	27675	1.109872
p21	23567	1.104100
p22	20861	1.107299
p23	23930	1.094176
p24	27605	1.098866
p25	83411	3.281926
p26	77011	3.239316
p27	82298	3.160980
p28	88306	3.242415
p29	81965	3.122669
p30	77965	3.127385
p31	84999	3.118942
p32	88774	3.125361
p33	75684	3.122862
p34	76766	3.152400
p35	83977	3.127338
p36	90197	3.131024
p37	81170	3.144564
p38	78124	3.129470
p39	82450	3.118931
p40	90381	3.116187
p41	14263	2.021891
p42	17158	1.740631
p43	17597	1.467648
p44	17764	2.135185
p45	18839	1.752667
p46	20741	1.478881
p47	16431	2.126953
p48	17678	1.878001
p49	18675	1.469679
p50	17499	2.285640
p51	20686	2.159328
p52	22696	2.415883
p53	24531	2.177904
p54	20707	2.465362
p55	25987	2.196705
p56	81337	4.176174
p57	89503	4.167729
p58	110730	4.401157
p59	94801	4.169288
p60	81313	4.105765
p61	90097	4.100008
p62	111173	4.062414
p63	95750	4.106213
p64	80590	4.070198
p65	88878	4.096092
p66	110831	4.101187
p68	81372	4.096628
p69	89175	4.086070
p70	110856	4.235252
p71	96292	4.088889

2.3.2 解决方案

结果安排

=============================test1=============================
20079
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[6, 9, 8, 7, 0, 3, 2, 8, 3, 2, 6, 6, 9, 9, 3, 8, 7, 7, 7, 2, 1, 0, 2, 4, 6, 6, 0, 8, 6, 2, 6, 2, 4, 1, 3, 1, 9, 5, 6, 0, 0, 8, 9, 4, 7, 4, 3, 4, 4, 6]
=============================test2=============================
17161
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[3, 2, 2, 6, 5, 9, 6, 6, 7, 0, 6, 9, 1, 0, 8, 0, 5, 4, 2, 7, 6, 3, 3, 6, 8, 9, 7, 7, 7, 3, 2, 6, 5, 0, 4, 7, 0, 3, 8, 0, 0, 5, 1, 9, 6, 1, 2, 1, 4, 3]
=============================test3=============================
20448
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[0, 4, 0, 2, 9, 4, 6, 3, 4, 0, 8, 6, 7, 1, 6, 9, 5, 6, 5, 8, 0, 9, 4, 9, 2, 3, 3, 9, 8, 8, 4, 0, 7, 3, 6, 7, 9, 4, 6, 1, 5, 1, 7, 3, 7, 8, 0, 1, 5, 2]
=============================test4=============================
21456
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[5, 3, 3, 9, 3, 2, 5, 2, 0, 2, 8, 8, 7, 4, 5, 9, 2, 6, 7, 9, 8, 8, 2, 5, 1, 2, 6, 7, 1, 0, 4, 0, 7, 0, 9, 0, 9, 1, 9, 4, 1, 6, 9, 6, 0, 7, 6, 1, 9, 9]
=============================test5=============================
19754
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[1, 5, 0, 7, 1, 2, 6, 5, 0, 5, 8, 1, 5, 2, 4, 6, 3, 0, 1, 0, 7, 9, 3, 2, 7, 7, 7, 5, 7, 2, 4, 8, 5, 2, 4, 8, 4, 3, 9, 6, 5, 4, 3, 2, 7, 5, 0, 1, 9, 6]
=============================test6=============================
18690
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[5, 5, 4, 7, 8, 1, 7, 6, 7, 1, 2, 9, 9, 2, 5, 0, 4, 9, 3, 7, 1, 3, 5, 4, 8, 3, 0, 5, 9, 2, 3, 0, 2, 0, 0, 2, 4, 8, 8, 9, 1, 5, 7, 8, 5, 9, 0, 2, 9, 6]
=============================test7=============================
20062
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[4, 5, 8, 4, 9, 9, 9, 8, 7, 5, 2, 9, 8, 2, 0, 9, 8, 6, 2, 2, 7, 1, 3, 0, 8, 3, 5, 0, 7, 7, 2, 7, 5, 9, 0, 8, 0, 1, 5, 4, 5, 4, 6, 4, 3, 3, 0, 7, 1, 6]
=============================test8=============================
22419
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[4, 1, 4, 2, 5, 1, 5, 9, 0, 0, 1, 0, 7, 1, 0, 4, 0, 0, 3, 8, 6, 6, 2, 9, 8, 4, 3, 6, 8, 3, 3, 8, 2, 1, 9, 5, 7, 9, 7, 8, 7, 5, 4, 6, 1, 3, 6, 6, 5, 8]
=============================test9=============================
19283
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[5, 7, 4, 7, 5, 1, 7, 9, 4, 5, 1, 5, 3, 4, 8, 4, 6, 7, 8, 9, 4, 6, 1, 5, 4, 0, 8, 9, 2, 0, 3, 3, 6, 1, 4, 1, 1, 4, 9, 9, 0, 7, 8, 3, 8, 8, 0, 2, 6, 2]
=============================test10=============================
18196
[1, 1, 1, 1, 0, 1, 1, 1, 1, 1]
[8, 3, 8, 0, 1, 2, 3, 0, 9, 9, 0, 3, 9, 9, 6, 2, 7, 1, 2, 0, 0, 2, 3, 6, 2, 2, 2, 3, 1, 6, 8, 0, 7, 9, 0, 7, 9, 1, 6, 6, 7, 5, 6, 9, 6, 3, 3, 0, 6, 0]
=============================test11=============================
19914
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[7, 1, 6, 0, 5, 9, 5, 7, 8, 7, 1, 6, 4, 9, 2, 9, 7, 6, 0, 1, 6, 4, 3, 8, 6, 0, 1, 9, 6, 3, 7, 9, 5, 8, 4, 7, 4, 3, 5, 4, 1, 4, 1, 1, 9, 8, 8, 3, 5, 6]
=============================test12=============================
22234
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[4, 1, 8, 2, 0, 2, 5, 6, 3, 2, 1, 0, 9, 6, 3, 4, 7, 8, 7, 2, 7, 3, 4, 5, 5, 0, 6, 0, 5, 7, 3, 8, 2, 3, 9, 5, 0, 8, 0, 4, 8, 0, 7, 6, 9, 0, 5, 3, 4, 1]
=============================test13=============================
23592
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 0, 1, 1, 1, 1, 1]
[9, 17, 2, 19, 19, 11, 1, 1, 18, 6, 18, 16, 9, 6, 12, 16, 16, 0, 6, 16, 17, 8, 9, 4, 7, 16, 15, 0, 9, 5, 2, 16, 10, 11, 6, 15, 4, 2, 2, 11, 8, 3, 12, 19, 9, 1, 3, 0, 5, 15]
=============================test14=============================
21057
[1, 1, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[17, 0, 11, 12, 7, 5, 0, 11, 10, 18, 1, 11, 3, 1, 15, 4, 9, 19, 10, 9, 12, 16, 15, 3, 19, 4, 15, 19, 14, 17, 0, 17, 11, 1, 12, 13, 7, 11, 8, 9, 16, 11, 16, 18, 7, 14, 6, 15, 10, 9]
=============================test15=============================
24536
[0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[8, 6, 4, 17, 3, 14, 5, 18, 11, 8, 16, 11, 9, 2, 11, 19, 6, 11, 15, 12, 9, 4, 5, 2, 19, 7, 13, 6, 12, 18, 17, 11, 7, 6, 3, 17, 4, 4, 12, 2, 19, 3, 16, 18, 4, 4, 19, 2, 10, 15]
=============================test16=============================
26801
[1, 1, 1, 0, 1, 1, 1, 1, 1, 0, 1, 1, 1, 0, 1, 1, 1, 1, 1, 1]
[17, 10, 14, 8, 12, 1, 12, 15, 17, 6, 6, 18, 7, 7, 8, 8, 2, 8, 11, 7, 19, 16, 14, 5, 10, 19, 16, 14, 18, 6, 12, 16, 0, 6, 7, 6, 19, 2, 10, 0, 10, 7, 7, 5, 4, 15, 17, 16, 4, 11]
=============================test17=============================
23015
[0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[17, 6, 14, 17, 6, 14, 13, 13, 8, 10, 11, 14, 7, 13, 17, 13, 19, 6, 6, 19, 13, 14, 9, 4, 17, 17, 11, 9, 12, 18, 7, 16, 17, 4, 15, 16, 4, 11, 19, 16, 4, 19, 5, 15, 4, 9, 9, 14, 13, 10]
=============================test18=============================
21575
[0, 1, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 1, 1, 1, 1, 1]
[18, 14, 11, 3, 3, 5, 16, 19, 8, 14, 14, 8, 3, 10, 7, 3, 3, 4, 1, 14, 9, 5, 3, 14, 17, 8, 12, 6, 3, 5, 16, 9, 17, 14, 7, 11, 6, 8, 11, 8, 5, 11, 17, 16, 17, 16, 18, 15, 12, 9]
=============================test19=============================
24371
[0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 0, 1, 1, 1, 1, 1]
[5, 3, 2, 2, 5, 8, 10, 18, 17, 19, 16, 1, 15, 6, 15, 15, 1, 8, 16, 4, 17, 16, 9, 6, 19, 18, 15, 18, 19, 18, 2, 16, 11, 17, 4, 9, 7, 3, 1, 13, 17, 3, 6, 18, 18, 16, 6, 13, 5, 16]
=============================test20=============================
27962
[1, 1, 1, 1, 0, 0, 1, 0, 0, 1, 1, 0, 1, 1, 1, 1, 1, 1, 1, 1]
[10, 2, 16, 14, 14, 14, 12, 1, 16, 12, 16, 14, 2, 13, 0, 9, 3, 18, 19, 17, 9, 2, 12, 15, 6, 1, 6, 0, 18, 10, 9, 17, 17, 0, 10, 17, 0, 10, 18, 6, 13, 17, 15, 13, 10, 2, 19, 14, 1, 9]
=============================test21=============================
23174
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 1, 0, 1, 1, 1, 1, 0]
[2, 15, 6, 17, 6, 1, 2, 8, 7, 18, 12, 12, 17, 9, 1, 5, 18, 5, 12, 12, 9, 7, 9, 7, 15, 17, 4, 3, 4, 17, 10, 12, 15, 10, 18, 18, 9, 7, 1, 13, 8, 12, 4, 17, 12, 0, 16, 4, 15, 13]
=============================test22=============================
20804
[1, 1, 1, 1, 1, 1, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[0, 12, 2, 10, 5, 12, 2, 14, 11, 5, 18, 12, 11, 4, 7, 9, 5, 1, 11, 3, 16, 14, 7, 8, 10, 3, 11, 4, 9, 3, 15, 4, 8, 17, 7, 16, 0, 14, 5, 19, 17, 13, 16, 4, 4, 3, 7, 10, 13, 7]
=============================test23=============================
24638
[1, 1, 1, 0, 1, 1, 1, 1, 1, 1, 0, 1, 1, 1, 1, 1, 1, 1, 1, 0]
[2, 6, 18, 1, 17, 1, 14, 1, 14, 12, 18, 9, 0, 11, 15, 17, 18, 1, 11, 12, 17, 17, 9, 7, 8, 8, 7, 11, 11, 6, 5, 2, 4, 12, 12, 17, 0, 17, 13, 14, 1, 0, 16, 18, 15, 8, 9, 5, 15, 15]
=============================test24=============================
28047
[0, 0, 1, 1, 1, 1, 0, 1, 0, 1, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[5, 7, 5, 12, 18, 16, 16, 11, 2, 3, 19, 19, 5, 11, 12, 12, 16, 3, 18, 17, 19, 18, 9, 14, 14, 12, 18, 15, 17, 17, 17, 13, 17, 13, 19, 18, 16, 4, 4, 7, 16, 18, 3, 15, 14, 14, 11, 14, 13, 13]
=============================test25=============================
79458
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 1]
[4, 1, 23, 0, 10, 7, 24, 1, 9, 7, 14, 5, 3, 15, 17, 15, 21, 4, 24, 20, 9, 26, 5, 12, 18, 22, 23, 29, 12, 17, 6, 14, 19, 22, 2, 1, 11, 10, 19, 29, 13, 6, 26, 20, 13, 2, 10, 4, 20, 2, 2, 19, 19, 4, 9, 29, 29, 25, 19, 11, 26, 19, 22, 2, 16, 3, 13, 16, 7, 1, 6, 11, 1, 25, 14, 29, 0, 3, 7, 11, 4, 15, 9, 4, 6, 18, 3, 16, 21, 6, 11, 13, 4, 23, 14, 2, 19, 29, 17, 17, 9, 10, 25, 25, 23, 22, 22, 12, 25, 3, 29, 24, 11, 6, 23, 16, 7, 19, 18, 29, 15, 20, 5, 28, 6, 18, 13, 17, 29, 28, 9, 26, 18, 1, 8, 26, 28, 25, 2, 29, 20, 26, 9, 22, 13, 18, 5, 14, 11, 1]
=============================test26=============================
78084
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 1, 1, 1, 1, 1]
[7, 19, 27, 21, 9, 29, 7, 16, 15, 28, 13, 6, 15, 29, 7, 21, 22, 0, 4, 25, 4, 24, 3, 27, 10, 14, 8, 4, 10, 17, 16, 19, 14, 13, 28, 0, 25, 6, 27, 22, 16, 8, 7, 4, 29, 18, 27, 8, 13, 19, 21, 3, 4, 25, 9, 7, 6, 1, 27, 13, 2, 5, 5, 0, 13, 2, 29, 4, 14, 21, 15, 17, 7, 10, 18, 0, 14, 3, 14, 12, 8, 1, 28, 6, 1, 10, 20, 2, 10, 4, 18, 26, 16, 21, 6, 2, 18, 14, 21, 1, 12, 21, 1, 19, 28, 28, 2, 9, 15, 9, 5, 3, 0, 9, 17, 5, 28, 20, 15, 18, 10, 13, 26, 14, 7, 9, 3, 14, 22, 29, 7, 1, 10, 3, 3, 14, 18, 9, 8, 0, 12, 18, 14, 15, 29, 3, 17, 19, 10, 5]
=============================test27=============================
84498
[1, 1, 1, 1, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[24, 28, 19, 19, 3, 3, 12, 26, 27, 9, 22, 25, 6, 17, 29, 11, 28, 6, 22, 28, 23, 20, 28, 14, 8, 7, 10, 9, 26, 29, 8, 28, 27, 6, 9, 12, 9, 5, 15, 26, 9, 2, 18, 11, 27, 26, 17, 18, 8, 11, 14, 20, 18, 28, 13, 17, 0, 16, 20, 17, 20, 13, 2, 8, 13, 5, 5, 10, 17, 9, 3, 9, 16, 7, 12, 18, 8, 10, 11, 9, 11, 9, 1, 14, 8, 23, 27, 1, 29, 8, 26, 25, 17, 16, 12, 26, 28, 8, 15, 28, 18, 14, 21, 21, 15, 8, 13, 17, 22, 24, 0, 24, 6, 23, 5, 21, 25, 7, 0, 0, 7, 3, 29, 19, 16, 14, 19, 18, 14, 27, 29, 12, 13, 10, 9, 7, 24, 13, 5, 12, 5, 13, 15, 19, 24, 0, 1, 17, 19, 5]
=============================test28=============================
90261
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[26, 21, 23, 15, 3, 29, 0, 4, 25, 1, 0, 4, 8, 29, 11, 9, 15, 6, 13, 23, 7, 10, 20, 27, 23, 1, 7, 27, 17, 14, 14, 22, 18, 15, 11, 13, 5, 19, 19, 6, 17, 15, 8, 26, 25, 2, 28, 15, 10, 5, 5, 25, 17, 20, 24, 29, 14, 0, 28, 5, 8, 16, 29, 6, 8, 11, 19, 18, 21, 5, 6, 15, 4, 26, 26, 21, 8, 19, 9, 5, 17, 27, 6, 16, 13, 15, 20, 11, 22, 12, 20, 20, 0, 2, 15, 21, 25, 18, 18, 25, 9, 9, 13, 14, 18, 28, 18, 24, 11, 29, 20, 12, 2, 4, 12, 29, 27, 18, 8, 0, 15, 18, 6, 1, 29, 8, 12, 29, 18, 28, 0, 1, 18, 8, 4, 5, 19, 9, 19, 26, 11, 4, 8, 7, 21, 21, 1, 11, 1, 15]
=============================test29=============================
80366
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[23, 27, 14, 24, 27, 3, 23, 18, 0, 9, 23, 18, 14, 11, 4, 14, 19, 1, 27, 8, 21, 21, 24, 4, 15, 29, 12, 22, 11, 18, 11, 28, 16, 7, 5, 22, 23, 17, 6, 0, 22, 29, 15, 22, 3, 15, 6, 2, 8, 29, 23, 19, 16, 16, 16, 17, 16, 15, 19, 3, 4, 25, 16, 5, 25, 24, 15, 10, 19, 7, 11, 9, 22, 14, 2, 2, 9, 5, 21, 21, 29, 0, 22, 15, 16, 29, 14, 2, 9, 9, 8, 27, 0, 23, 18, 19, 13, 5, 8, 29, 18, 4, 20, 10, 18, 22, 27, 24, 12, 15, 27, 2, 16, 13, 13, 7, 21, 9, 20, 8, 29, 9, 12, 17, 14, 20, 24, 29, 15, 2, 1, 13, 3, 13, 26, 18, 20, 14, 1, 25, 8, 28, 16, 27, 8, 14, 5, 4, 29, 5]
=============================test30=============================
78428
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[25, 13, 18, 2, 16, 9, 21, 9, 8, 28, 12, 4, 11, 4, 27, 24, 27, 13, 21, 22, 3, 9, 19, 10, 8, 10, 27, 9, 6, 25, 11, 25, 2, 2, 8, 7, 17, 21, 12, 19, 14, 29, 14, 3, 21, 2, 20, 0, 0, 5, 7, 29, 20, 3, 4, 5, 22, 11, 23, 25, 21, 11, 9, 12, 8, 0, 27, 0, 21, 9, 0, 5, 6, 4, 22, 28, 5, 23, 17, 10, 8, 1, 27, 18, 23, 15, 12, 2, 22, 13, 2, 13, 0, 16, 21, 17, 13, 15, 25, 23, 21, 3, 23, 3, 14, 15, 3, 19, 18, 11, 5, 26, 6, 15, 1, 0, 5, 7, 9, 1, 28, 1, 11, 19, 19, 24, 7, 26, 12, 16, 23, 25, 6, 25, 22, 0, 20, 5, 29, 11, 20, 3, 17, 10, 12, 16, 16, 18, 28, 10]
=============================test31=============================
85044
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[19, 5, 15, 20, 9, 4, 28, 14, 5, 17, 3, 8, 16, 1, 3, 10, 12, 14, 29, 4, 28, 3, 18, 21, 7, 11, 20, 12, 19, 3, 22, 26, 1, 14, 3, 3, 14, 16, 4, 26, 14, 9, 1, 11, 28, 8, 5, 8, 23, 6, 10, 8, 14, 10, 24, 4, 22, 29, 17, 9, 18, 9, 29, 15, 29, 0, 7, 28, 16, 7, 21, 14, 4, 26, 26, 0, 16, 20, 11, 8, 3, 7, 1, 4, 11, 17, 26, 27, 20, 11, 3, 14, 10, 5, 21, 1, 29, 19, 15, 15, 25, 18, 4, 20, 14, 14, 23, 16, 2, 0, 22, 8, 15, 16, 13, 9, 26, 3, 4, 8, 22, 24, 22, 23, 8, 4, 29, 26, 24, 17, 28, 28, 2, 25, 28, 22, 0, 29, 19, 13, 22, 16, 6, 29, 21, 6, 15, 20, 19, 1]
=============================test32=============================
87824
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[5, 21, 23, 17, 20, 19, 12, 26, 5, 20, 5, 19, 15, 22, 22, 10, 28, 9, 0, 6, 19, 9, 0, 25, 12, 23, 23, 15, 13, 14, 25, 26, 11, 4, 13, 26, 26, 0, 18, 11, 11, 1, 28, 5, 25, 20, 6, 17, 2, 10, 2, 13, 4, 1, 7, 10, 4, 9, 16, 6, 29, 18, 21, 7, 8, 7, 8, 11, 17, 6, 25, 26, 9, 3, 23, 5, 15, 22, 0, 11, 29, 6, 14, 25, 13, 5, 5, 4, 22, 21, 11, 24, 28, 10, 21, 24, 3, 12, 13, 12, 18, 20, 11, 25, 24, 27, 23, 26, 3, 5, 24, 6, 8, 10, 15, 23, 21, 14, 22, 23, 13, 2, 12, 4, 13, 21, 12, 11, 1, 12, 7, 16, 4, 16, 1, 14, 14, 18, 26, 2, 27, 29, 11, 25, 12, 16, 18, 13, 17, 24]
=============================test33=============================
80674
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[15, 13, 29, 5, 25, 7, 25, 9, 10, 0, 14, 29, 13, 2, 8, 1, 18, 27, 21, 29, 5, 8, 7, 13, 14, 8, 27, 17, 21, 9, 11, 26, 1, 0, 4, 20, 28, 26, 29, 24, 14, 23, 29, 20, 2, 19, 13, 22, 28, 28, 24, 24, 4, 7, 0, 24, 11, 6, 17, 25, 15, 14, 3, 10, 1, 12, 3, 22, 20, 5, 12, 22, 20, 27, 8, 4, 25, 6, 8, 25, 1, 16, 22, 24, 16, 28, 16, 16, 12, 10, 12, 7, 3, 23, 19, 26, 28, 19, 1, 9, 14, 2, 24, 28, 8, 0, 5, 3, 9, 5, 0, 8, 27, 22, 7, 13, 13, 18, 6, 20, 23, 23, 25, 11, 22, 22, 27, 22, 15, 21, 6, 24, 7, 8, 13, 17, 20, 2, 13, 2, 10, 27, 19, 21, 17, 18, 16, 16, 16, 19]
=============================test34=============================
77251
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[10, 4, 13, 10, 27, 3, 18, 3, 7, 18, 4, 24, 19, 21, 25, 20, 26, 4, 16, 12, 25, 21, 0, 9, 29, 18, 14, 2, 15, 27, 5, 17, 1, 7, 15, 9, 3, 27, 24, 8, 18, 21, 1, 20, 13, 9, 15, 11, 2, 17, 15, 0, 18, 7, 18, 2, 0, 4, 1, 13, 5, 14, 19, 25, 3, 1, 16, 20, 28, 13, 6, 22, 28, 18, 16, 9, 2, 7, 3, 27, 26, 3, 5, 13, 8, 8, 16, 20, 12, 17, 26, 0, 0, 10, 13, 23, 12, 18, 7, 24, 19, 19, 13, 24, 28, 23, 28, 5, 27, 1, 17, 19, 1, 29, 0, 24, 12, 16, 1, 11, 29, 20, 4, 23, 0, 14, 21, 1, 8, 19, 8, 18, 11, 29, 5, 7, 27, 28, 25, 15, 8, 26, 11, 0, 21, 25, 5, 11, 22, 11]
=============================test35=============================
79847
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[25, 22, 1, 23, 23, 0, 29, 5, 6, 27, 1, 3, 22, 0, 29, 26, 2, 28, 10, 9, 7, 27, 22, 17, 14, 3, 21, 20, 11, 23, 10, 9, 10, 0, 25, 18, 2, 26, 16, 28, 12, 15, 4, 24, 18, 22, 7, 4, 24, 1, 8, 13, 4, 9, 9, 0, 11, 16, 28, 25, 2, 2, 8, 8, 18, 2, 11, 17, 0, 24, 15, 9, 23, 23, 11, 28, 3, 0, 0, 1, 16, 13, 14, 27, 8, 5, 20, 5, 11, 27, 18, 5, 1, 29, 14, 8, 28, 26, 18, 16, 5, 12, 29, 10, 8, 7, 5, 9, 0, 13, 23, 16, 12, 10, 6, 1, 4, 4, 6, 18, 27, 19, 20, 18, 12, 17, 15, 7, 0, 4, 9, 4, 2, 28, 14, 21, 10, 16, 19, 10, 3, 29, 24, 21, 24, 17, 7, 29, 21, 28]
=============================test36=============================
87064
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[13, 0, 27, 6, 12, 20, 17, 22, 29, 8, 28, 19, 1, 20, 26, 29, 0, 13, 21, 24, 5, 10, 15, 8, 14, 19, 21, 24, 11, 12, 16, 24, 0, 16, 14, 25, 26, 29, 25, 7, 14, 21, 2, 5, 4, 16, 7, 20, 8, 25, 7, 8, 10, 18, 0, 3, 21, 17, 19, 17, 12, 21, 1, 8, 8, 14, 8, 17, 21, 19, 29, 27, 29, 5, 13, 19, 5, 3, 6, 14, 13, 12, 3, 18, 17, 20, 3, 21, 12, 1, 27, 25, 1, 0, 2, 6, 27, 6, 0, 9, 11, 4, 17, 13, 22, 12, 14, 12, 4, 11, 24, 20, 2, 26, 20, 3, 22, 5, 7, 1, 23, 5, 29, 8, 3, 5, 12, 5, 25, 1, 23, 20, 19, 5, 6, 14, 11, 6, 11, 29, 10, 17, 16, 0, 2, 20, 13, 18, 19, 5]
=============================test37=============================
80379
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 1, 1, 1, 1]
[18, 15, 26, 16, 8, 2, 18, 23, 3, 2, 18, 5, 1, 22, 22, 21, 20, 13, 22, 16, 21, 12, 1, 26, 16, 9, 17, 3, 20, 28, 13, 27, 26, 10, 5, 9, 5, 7, 17, 8, 13, 4, 21, 16, 25, 3, 16, 11, 28, 22, 13, 6, 4, 4, 15, 19, 1, 29, 25, 4, 6, 19, 4, 14, 1, 13, 12, 6, 20, 9, 12, 21, 22, 4, 6, 1, 27, 15, 15, 14, 0, 3, 6, 27, 9, 3, 12, 13, 3, 19, 29, 27, 0, 21, 28, 7, 2, 15, 17, 23, 18, 11, 25, 14, 18, 11, 21, 10, 3, 13, 23, 7, 27, 4, 16, 4, 14, 4, 5, 25, 9, 5, 3, 19, 4, 27, 19, 27, 10, 26, 25, 9, 9, 8, 18, 14, 20, 1, 7, 13, 29, 27, 27, 2, 6, 3, 8, 13, 23, 15]
=============================test38=============================
78212
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[26, 28, 19, 17, 18, 0, 21, 4, 16, 29, 22, 27, 20, 15, 28, 4, 19, 14, 29, 25, 7, 5, 8, 9, 16, 27, 14, 16, 5, 11, 21, 9, 6, 14, 5, 15, 25, 25, 19, 0, 0, 26, 28, 5, 26, 2, 18, 17, 8, 12, 21, 4, 1, 9, 5, 10, 17, 29, 6, 20, 23, 8, 15, 4, 22, 12, 21, 24, 25, 23, 17, 16, 13, 17, 14, 28, 13, 29, 24, 1, 24, 18, 15, 19, 12, 12, 3, 1, 29, 3, 24, 5, 13, 2, 14, 21, 10, 15, 27, 4, 23, 28, 5, 28, 29, 12, 10, 14, 11, 16, 9, 20, 6, 7, 23, 22, 6, 10, 6, 27, 27, 4, 11, 11, 9, 1, 23, 4, 13, 29, 24, 0, 24, 13, 1, 27, 6, 2, 6, 21, 14, 3, 22, 0, 27, 29, 3, 1, 27, 29]
=============================test39=============================
81688
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[4, 18, 9, 11, 8, 21, 9, 5, 0, 1, 20, 11, 23, 10, 28, 16, 1, 26, 5, 21, 20, 9, 22, 16, 9, 27, 16, 5, 23, 21, 8, 6, 16, 17, 21, 20, 4, 22, 12, 23, 24, 24, 17, 4, 12, 26, 19, 27, 26, 19, 9, 9, 26, 3, 5, 11, 8, 2, 25, 21, 20, 14, 15, 27, 0, 22, 12, 15, 14, 9, 28, 15, 29, 12, 9, 17, 13, 6, 3, 12, 14, 18, 6, 11, 1, 29, 20, 11, 18, 15, 2, 1, 6, 28, 16, 14, 11, 1, 17, 22, 21, 1, 13, 10, 22, 26, 0, 2, 26, 0, 21, 23, 4, 11, 15, 4, 22, 18, 1, 11, 8, 1, 4, 24, 0, 15, 11, 0, 10, 15, 10, 27, 11, 13, 3, 6, 21, 19, 29, 14, 18, 10, 19, 19, 7, 0, 13, 15, 2, 11]
=============================test40=============================
89215
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[22, 6, 27, 26, 21, 4, 1, 16, 9, 6, 0, 2, 11, 0, 16, 22, 7, 27, 11, 25, 22, 16, 3, 19, 25, 16, 28, 12, 3, 15, 8, 22, 3, 10, 16, 24, 14, 24, 27, 8, 13, 17, 2, 24, 2, 22, 20, 3, 16, 7, 7, 11, 12, 0, 1, 12, 26, 8, 24, 26, 12, 16, 23, 18, 5, 13, 25, 12, 9, 21, 11, 6, 29, 24, 25, 29, 24, 0, 2, 19, 2, 25, 16, 16, 17, 23, 19, 23, 22, 20, 6, 15, 22, 10, 7, 28, 11, 26, 13, 17, 1, 5, 27, 11, 21, 11, 13, 12, 16, 11, 3, 5, 21, 1, 5, 6, 11, 17, 26, 21, 19, 22, 25, 27, 14, 6, 28, 8, 25, 29, 9, 11, 2, 21, 17, 14, 11, 20, 24, 1, 7, 22, 13, 28, 8, 4, 22, 22, 1, 11]
=============================test41=============================
13597
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[3, 2, 9, 3, 5, 7, 0, 1, 7, 2, 9, 4, 2, 3, 0, 5, 8, 2, 9, 4, 4, 6, 7, 2, 4, 6, 6, 9, 6, 8, 9, 6, 6, 3, 9, 1, 3, 0, 7, 1, 6, 0, 4, 8, 3, 8, 0, 7, 1, 3, 3, 8, 6, 0, 3, 7, 2, 5, 9, 4, 3, 3, 0, 2, 1, 9, 1, 2, 6, 3, 1, 1, 9, 0, 5, 6, 4, 7, 3, 8, 0, 7, 1, 0, 5, 2, 1, 2, 4, 6]
=============================test42=============================
17114
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 0, 1, 1, 1, 1, 0, 1, 1]
[0, 15, 0, 6, 0, 18, 0, 13, 3, 6, 2, 0, 3, 19, 15, 5, 6, 0, 1, 8, 18, 8, 10, 16, 5, 19, 8, 4, 1, 0, 18, 6, 3, 14, 19, 18, 1, 13, 8, 2, 13, 5, 9, 18, 13, 15, 5, 16, 14, 8, 14, 14, 4, 8, 9, 5, 16, 15, 4, 10, 10, 18, 0, 0, 2, 16, 16, 5, 1, 7, 5, 2, 14, 10, 3, 14, 15, 14, 3, 14]
=============================test43=============================
16773
[1, 1, 1, 1, 0, 1, 1, 0, 1, 1, 1, 1, 1, 0, 0, 1, 1, 0, 1, 0, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1]
[5, 12, 0, 3, 15, 23, 21, 12, 22, 12, 21, 12, 2, 22, 29, 6, 10, 5, 8, 25, 11, 11, 16, 5, 24, 10, 26, 0, 20, 18, 11, 12, 26, 29, 11, 22, 11, 16, 23, 0, 26, 3, 29, 23, 24, 0, 27, 8, 29, 18, 9, 8, 2, 1, 9, 16, 26, 26, 25, 21, 26, 26, 11, 10, 22, 21, 24, 22, 26, 24]
=============================test44=============================
17621
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[5, 7, 1, 9, 0, 2, 9, 6, 7, 2, 0, 4, 6, 3, 1, 1, 8, 6, 4, 9, 8, 7, 4, 5, 7, 4, 8, 5, 9, 9, 8, 0, 6, 0, 7, 7, 2, 4, 6, 8, 4, 2, 6, 0, 7, 6, 3, 1, 1, 3, 4, 1, 1, 2, 8, 0, 3, 4, 5, 0, 2, 3, 4, 5, 3, 1, 7, 4, 7, 2, 6, 7, 8, 0, 7, 5, 5, 5, 2, 5, 2, 7, 7, 7, 4, 0, 7, 2, 5, 1]
=============================test45=============================
18854
[1, 1, 0, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 1, 1, 1, 1, 1, 1, 1]
[6, 19, 17, 7, 18, 5, 19, 14, 16, 18, 4, 9, 19, 15, 4, 12, 4, 14, 12, 13, 8, 3, 4, 13, 17, 8, 0, 5, 4, 15, 7, 0, 16, 5, 4, 4, 15, 17, 19, 1, 12, 4, 7, 6, 13, 6, 3, 6, 12, 6, 12, 5, 0, 7, 13, 13, 7, 9, 16, 19, 17, 10, 14, 17, 1, 6, 14, 19, 6, 19, 10, 4, 18, 14, 17, 19, 10, 9, 16, 6]
=============================test46=============================
20383
[1, 1, 1, 1, 1, 1, 1, 1, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 0, 0, 0, 1, 1, 1, 1, 0, 1, 1, 1, 1]
[21, 10, 28, 28, 11, 14, 22, 24, 11, 22, 22, 17, 16, 3, 7, 14, 2, 12, 26, 24, 1, 10, 0, 24, 27, 21, 6, 28, 21, 11, 13, 27, 27, 4, 26, 7, 26, 3, 13, 21, 23, 26, 16, 28, 1, 15, 29, 23, 21, 13, 6, 12, 2, 15, 3, 12, 17, 29, 7, 5, 22, 29, 11, 26, 22, 17, 16, 21, 10, 15]
=============================test47=============================
16700
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[3, 9, 1, 9, 2, 5, 6, 7, 8, 7, 7, 4, 2, 3, 7, 4, 9, 5, 0, 2, 4, 9, 6, 7, 4, 8, 0, 9, 8, 3, 5, 4, 5, 4, 7, 0, 3, 6, 2, 7, 2, 1, 8, 3, 5, 0, 2, 4, 6, 2, 1, 0, 4, 0, 1, 0, 3, 7, 1, 5, 4, 4, 0, 7, 1, 1, 3, 9, 6, 6, 2, 6, 6, 7, 4, 7, 8, 9, 7, 3, 1, 4, 4, 2, 8, 3, 2, 2, 4, 4]
=============================test48=============================
17430
[1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 1, 1, 1, 0, 1, 1, 1, 1, 1]
[4, 18, 0, 2, 10, 1, 12, 17, 16, 7, 7, 17, 17, 5, 7, 16, 15, 3, 13, 10, 1, 12, 17, 18, 16, 12, 15, 0, 1, 10, 7, 15, 2, 15, 7, 8, 11, 15, 4, 17, 4, 2, 0, 3, 15, 16, 18, 18, 17, 5, 8, 10, 0, 17, 11, 19, 2, 6, 6, 4, 19, 12, 11, 17, 18, 0, 11, 7, 18, 4, 8, 15, 0, 5, 2, 6, 7, 7, 6, 10]
=============================test49=============================
18617
[1, 1, 1, 1, 1, 0, 1, 1, 0, 1, 1, 1, 0, 1, 1, 1, 1, 1, 0, 0, 1, 1, 0, 1, 1, 1, 1, 1, 1, 1]
[6, 4, 28, 23, 2, 14, 27, 10, 29, 27, 11, 11, 10, 7, 26, 7, 24, 20, 2, 24, 11, 9, 27, 0, 27, 0, 15, 13, 6, 29, 13, 29, 15, 28, 3, 3, 1, 6, 15, 16, 25, 9, 28, 17, 1, 6, 6, 21, 3, 4, 7, 0, 29, 24, 21, 16, 16, 26, 29, 9, 13, 10, 27, 20, 0, 4, 3, 24, 3, 25]
=============================test50=============================
17741
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[5, 3, 7, 6, 5, 6, 1, 1, 6, 9, 3, 6, 6, 5, 3, 1, 9, 5, 5, 5, 4, 0, 6, 0, 6, 1, 0, 3, 2, 1, 2, 3, 5, 3, 0, 8, 1, 1, 0, 8, 0, 1, 4, 9, 3, 8, 9, 3, 9, 3, 0, 8, 6, 9, 6, 8, 0, 4, 3, 6, 7, 4, 7, 9, 8, 8, 6, 4, 7, 0, 6, 7, 7, 8, 5, 2, 2, 6, 8, 8, 0, 0, 1, 1, 0, 6, 5, 6, 6, 2, 3, 7, 6, 2, 3, 3, 5, 4, 4, 2]
=============================test51=============================
20930
[1, 1, 1, 0, 1, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[1, 0, 18, 6, 10, 0, 19, 0, 14, 0, 9, 11, 12, 6, 11, 4, 17, 12, 7, 1, 4, 17, 19, 7, 8, 11, 15, 1, 4, 2, 14, 4, 14, 11, 13, 6, 16, 18, 8, 6, 0, 2, 18, 9, 0, 0, 17, 19, 6, 7, 10, 6, 16, 10, 10, 2, 10, 9, 2, 2, 8, 2, 7, 0, 15, 2, 17, 7, 12, 19, 6, 12, 17, 1, 7, 17, 11, 13, 0, 4, 7, 1, 19, 14, 18, 7, 8, 9, 9, 14, 17, 1, 18, 15, 12, 9, 8, 0, 2, 16]
=============================test52=============================
22658
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[1, 8, 5, 6, 0, 5, 3, 3, 0, 7, 5, 5, 8, 9, 3, 5, 6, 6, 2, 5, 6, 1, 4, 2, 3, 4, 7, 7, 1, 1, 9, 6, 3, 2, 3, 9, 4, 4, 5, 2, 5, 6, 5, 6, 6, 0, 4, 2, 4, 8, 2, 1, 2, 9, 7, 2, 7, 9, 8, 2, 7, 2, 7, 4, 6, 5, 5, 0, 5, 5, 1, 0, 3, 1, 8, 4, 7, 0, 7, 7, 0, 4, 0, 4, 8, 7, 3, 2, 6, 0, 6, 2, 6, 2, 7, 2, 2, 0, 9, 8]
=============================test53=============================
25505
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[14, 16, 11, 18, 15, 11, 4, 16, 17, 9, 14, 5, 18, 17, 17, 11, 5, 17, 4, 13, 12, 6, 15, 0, 14, 4, 7, 1, 13, 2, 16, 4, 11, 12, 13, 1, 3, 11, 11, 17, 9, 10, 8, 19, 9, 12, 4, 6, 17, 14, 12, 16, 12, 6, 10, 2, 6, 12, 17, 18, 18, 8, 0, 9, 8, 1, 4, 19, 2, 0, 8, 17, 3, 16, 8, 7, 7, 9, 10, 1, 2, 7, 14, 1, 10, 11, 0, 6, 11, 13, 13, 2, 15, 5, 17, 19, 5, 3, 13, 5]
=============================test54=============================
20909
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[2, 3, 3, 1, 3, 5, 0, 6, 6, 0, 5, 6, 5, 1, 3, 7, 4, 3, 1, 8, 8, 3, 2, 4, 0, 6, 1, 4, 7, 3, 3, 3, 9, 2, 5, 1, 5, 4, 9, 5, 3, 0, 2, 9, 0, 0, 6, 4, 8, 4, 2, 6, 5, 3, 8, 6, 7, 8, 2, 7, 2, 8, 5, 3, 7, 6, 8, 3, 3, 5, 1, 3, 1, 3, 7, 4, 5, 9, 6, 3, 6, 4, 0, 3, 1, 6, 0, 7, 7, 3, 9, 9, 7, 4, 5, 5, 6, 4, 7, 6]
=============================test55=============================
26221
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[2, 6, 2, 6, 18, 4, 7, 13, 18, 0, 3, 17, 3, 14, 16, 19, 8, 19, 7, 5, 9, 15, 7, 11, 0, 17, 0, 12, 18, 17, 16, 18, 2, 19, 7, 19, 6, 19, 6, 1, 11, 12, 5, 16, 10, 19, 0, 17, 14, 4, 17, 17, 3, 4, 2, 4, 2, 14, 16, 7, 17, 3, 1, 2, 19, 9, 2, 18, 3, 10, 18, 13, 7, 16, 8, 1, 4, 10, 6, 18, 3, 13, 1, 5, 1, 10, 14, 4, 17, 5, 16, 2, 6, 10, 6, 6, 19, 3, 2, 9]
=============================test56=============================
79598
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[29, 3, 13, 0, 7, 18, 9, 9, 10, 2, 1, 0, 10, 12, 9, 2, 27, 4, 17, 17, 16, 27, 25, 25, 1, 29, 5, 5, 0, 25, 9, 19, 2, 13, 29, 10, 1, 7, 21, 1, 1, 24, 26, 13, 29, 27, 21, 8, 17, 27, 27, 11, 12, 1, 18, 13, 18, 24, 17, 14, 24, 2, 28, 6, 3, 16, 28, 6, 26, 20, 3, 5, 0, 22, 16, 12, 5, 2, 11, 18, 26, 10, 12, 16, 6, 23, 19, 16, 21, 25, 15, 22, 24, 10, 26, 29, 23, 18, 21, 29, 3, 1, 28, 13, 29, 16, 11, 16, 13, 7, 13, 23, 2, 17, 18, 26, 13, 16, 9, 18, 12, 15, 7, 2, 0, 29, 8, 11, 19, 5, 3, 8, 18, 26, 21, 14, 20, 10, 9, 10, 28, 18, 19, 1, 28, 26, 5, 13, 18, 25, 13, 8, 27, 17, 0, 1, 17, 26, 17, 18, 23, 16, 11, 8, 15, 5, 17, 1, 21, 27, 17, 17, 14, 24, 10, 22, 24, 17, 19, 23, 26, 18, 12, 23, 2, 25, 28, 29, 2, 29, 4, 1, 1, 5, 15, 14, 24, 28, 6, 2]
=============================test57=============================
89623
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[27, 16, 24, 29, 16, 14, 22, 6, 0, 24, 12, 15, 6, 16, 24, 27, 10, 26, 20, 17, 13, 28, 2, 3, 13, 14, 14, 21, 9, 14, 13, 12, 3, 28, 2, 1, 11, 12, 13, 0, 29, 18, 10, 21, 13, 1, 6, 2, 29, 7, 22, 14, 16, 20, 18, 25, 1, 16, 20, 21, 12, 6, 18, 12, 2, 27, 7, 22, 25, 4, 26, 23, 16, 5, 20, 15, 23, 12, 14, 28, 6, 9, 18, 16, 18, 19, 24, 25, 28, 24, 29, 12, 0, 9, 0, 3, 12, 3, 24, 17, 6, 17, 14, 0, 1, 14, 23, 8, 8, 4, 12, 7, 15, 28, 0, 26, 9, 4, 7, 19, 1, 4, 2, 20, 17, 26, 5, 25, 27, 16, 23, 1, 28, 19, 18, 28, 10, 2, 16, 24, 23, 26, 7, 26, 9, 24, 27, 14, 19, 0, 1, 11, 14, 23, 21, 20, 11, 4, 9, 15, 2, 18, 18, 22, 10, 17, 0, 3, 6, 15, 29, 10, 28, 9, 28, 4, 0, 9, 11, 15, 3, 17, 6, 11, 18, 22, 3, 7, 27, 22, 24, 12, 13, 5, 1, 14, 28, 13, 11, 23]
=============================test58=============================
110784
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[19, 28, 11, 14, 7, 1, 6, 14, 1, 5, 20, 25, 15, 27, 10, 20, 23, 7, 23, 13, 27, 27, 7, 0, 1, 22, 6, 12, 27, 26, 6, 13, 15, 29, 1, 21, 16, 20, 24, 24, 1, 4, 27, 23, 28, 21, 0, 1, 25, 24, 11, 10, 13, 1, 11, 0, 12, 9, 16, 16, 6, 2, 2, 10, 23, 26, 26, 5, 17, 15, 28, 19, 24, 6, 16, 10, 1, 0, 28, 29, 5, 8, 4, 6, 22, 8, 18, 17, 26, 13, 15, 4, 16, 28, 17, 18, 7, 16, 10, 13, 9, 22, 21, 28, 6, 25, 17, 27, 27, 24, 16, 5, 25, 13, 29, 3, 16, 6, 0, 10, 26, 4, 6, 2, 3, 16, 12, 2, 25, 18, 9, 5, 24, 21, 15, 17, 26, 23, 29, 2, 8, 21, 5, 18, 29, 26, 28, 12, 8, 18, 2, 13, 27, 20, 26, 23, 15, 24, 20, 24, 16, 15, 28, 21, 16, 23, 22, 20, 12, 28, 16, 6, 9, 14, 25, 20, 20, 9, 14, 28, 23, 28, 29, 18, 20, 19, 8, 18, 24, 26, 22, 16, 6, 3, 11, 9, 26, 2, 1, 29]
=============================test59=============================
96510
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[28, 15, 10, 11, 8, 13, 12, 25, 5, 27, 28, 0, 15, 0, 10, 13, 15, 2, 1, 13, 13, 3, 1, 1, 17, 0, 23, 13, 14, 16, 29, 1, 11, 14, 1, 20, 28, 6, 4, 0, 1, 25, 1, 3, 10, 5, 28, 10, 7, 23, 27, 21, 28, 8, 17, 8, 5, 1, 20, 16, 26, 22, 28, 28, 29, 22, 8, 22, 4, 17, 16, 3, 12, 19, 18, 10, 20, 23, 10, 3, 12, 6, 13, 0, 3, 23, 1, 16, 27, 10, 15, 22, 20, 2, 11, 6, 16, 1, 16, 0, 2, 23, 6, 28, 6, 10, 26, 9, 23, 0, 14, 8, 0, 20, 5, 1, 5, 22, 21, 18, 14, 3, 28, 8, 4, 4, 20, 15, 6, 10, 29, 4, 12, 11, 2, 11, 17, 18, 0, 2, 8, 29, 16, 8, 12, 6, 8, 28, 6, 3, 21, 25, 17, 0, 23, 27, 10, 7, 22, 19, 22, 20, 28, 13, 9, 27, 21, 22, 27, 13, 1, 13, 7, 23, 23, 23, 21, 19, 3, 19, 10, 18, 13, 24, 2, 15, 12, 14, 5, 26, 24, 4, 14, 13, 12, 14, 9, 1, 20, 14]
=============================test60=============================
80071
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[26, 18, 14, 14, 11, 26, 10, 20, 15, 28, 19, 12, 9, 9, 2, 24, 5, 22, 3, 22, 17, 4, 4, 0, 22, 20, 8, 4, 20, 16, 12, 28, 22, 5, 23, 0, 27, 20, 9, 19, 15, 14, 24, 1, 12, 24, 3, 13, 14, 26, 18, 18, 9, 15, 13, 26, 11, 1, 19, 0, 15, 17, 21, 23, 5, 27, 8, 9, 16, 10, 22, 28, 11, 25, 6, 22, 0, 18, 8, 20, 27, 16, 14, 10, 21, 11, 5, 25, 10, 17, 22, 15, 24, 0, 25, 9, 16, 28, 16, 19, 7, 3, 4, 10, 21, 0, 14, 5, 25, 19, 21, 8, 11, 21, 12, 12, 12, 12, 12, 22, 20, 10, 9, 1, 27, 9, 7, 2, 6, 15, 27, 9, 7, 26, 2, 2, 15, 2, 10, 5, 22, 19, 19, 20, 10, 27, 11, 26, 21, 3, 24, 7, 26, 25, 13, 20, 6, 22, 4, 0, 29, 4, 21, 27, 16, 2, 27, 7, 25, 23, 9, 11, 28, 17, 25, 4, 19, 1, 8, 3, 20, 12, 13, 10, 1, 14, 6, 21, 13, 17, 8, 28, 3, 2, 12, 7, 13, 13, 5, 6]
=============================test61=============================
90548
[0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[25, 15, 4, 13, 13, 25, 13, 18, 24, 1, 1, 2, 21, 26, 16, 1, 27, 24, 29, 4, 28, 16, 20, 25, 15, 21, 7, 13, 12, 14, 8, 28, 8, 6, 6, 2, 12, 12, 27, 1, 21, 18, 6, 3, 10, 28, 23, 5, 10, 24, 29, 3, 13, 26, 14, 29, 25, 20, 21, 22, 4, 24, 17, 20, 2, 5, 6, 14, 8, 4, 14, 4, 3, 10, 11, 26, 12, 20, 5, 22, 23, 18, 5, 27, 17, 21, 24, 2, 10, 26, 4, 26, 13, 22, 27, 2, 16, 4, 17, 19, 16, 19, 15, 17, 8, 29, 27, 12, 23, 17, 9, 10, 8, 20, 11, 26, 25, 13, 8, 22, 28, 8, 7, 6, 29, 9, 4, 6, 21, 16, 19, 24, 26, 26, 29, 13, 18, 22, 21, 19, 18, 29, 13, 26, 18, 12, 27, 22, 4, 29, 23, 18, 21, 29, 14, 27, 1, 26, 15, 23, 13, 18, 17, 4, 6, 23, 21, 17, 6, 5, 3, 11, 15, 9, 22, 28, 15, 7, 15, 13, 14, 21, 5, 25, 14, 13, 20, 24, 5, 23, 12, 22, 26, 17, 2, 23, 7, 8, 8, 25]
=============================test62=============================
110151
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[20, 22, 23, 21, 0, 28, 20, 21, 10, 28, 7, 21, 8, 27, 7, 16, 13, 17, 16, 20, 19, 12, 9, 13, 18, 18, 29, 7, 15, 28, 27, 25, 29, 6, 13, 1, 16, 4, 26, 29, 1, 23, 11, 16, 18, 17, 24, 6, 21, 28, 13, 21, 14, 9, 11, 11, 20, 18, 0, 25, 20, 26, 5, 18, 19, 23, 20, 6, 24, 24, 22, 28, 20, 1, 1, 3, 8, 15, 22, 16, 10, 29, 17, 16, 28, 22, 13, 18, 17, 24, 6, 15, 2, 18, 29, 28, 10, 10, 12, 0, 13, 25, 14, 27, 6, 13, 4, 2, 2, 6, 13, 22, 6, 23, 17, 24, 25, 12, 29, 28, 20, 13, 7, 1, 14, 22, 29, 18, 17, 12, 0, 12, 1, 11, 20, 17, 18, 7, 26, 15, 19, 22, 27, 0, 21, 3, 25, 14, 29, 2, 21, 17, 29, 27, 26, 22, 2, 12, 6, 21, 26, 2, 14, 18, 2, 4, 7, 9, 11, 2, 22, 16, 24, 13, 2, 4, 3, 14, 4, 16, 28, 2, 12, 11, 4, 3, 29, 25, 2, 13, 11, 25, 1, 11, 23, 0, 19, 25, 21, 10]
=============================test63=============================
95368
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[8, 5, 20, 13, 13, 13, 8, 11, 4, 14, 12, 9, 0, 29, 12, 16, 21, 2, 14, 12, 27, 3, 22, 1, 16, 20, 29, 15, 23, 3, 29, 29, 1, 27, 22, 3, 20, 5, 14, 19, 21, 18, 21, 11, 11, 7, 12, 14, 22, 19, 13, 4, 9, 22, 28, 0, 9, 20, 5, 7, 28, 11, 20, 15, 1, 29, 3, 23, 19, 5, 19, 18, 17, 21, 20, 1, 13, 17, 11, 14, 24, 26, 15, 8, 18, 12, 6, 13, 14, 8, 23, 0, 13, 20, 16, 15, 2, 18, 18, 21, 10, 11, 17, 25, 13, 25, 22, 13, 5, 12, 1, 0, 2, 13, 19, 27, 25, 24, 7, 16, 5, 22, 4, 14, 7, 15, 18, 2, 11, 23, 4, 1, 29, 2, 17, 21, 0, 9, 14, 2, 17, 2, 22, 2, 25, 2, 1, 3, 1, 11, 0, 20, 22, 3, 28, 4, 24, 20, 18, 6, 2, 10, 15, 17, 9, 7, 13, 14, 15, 11, 21, 5, 9, 3, 29, 7, 9, 22, 10, 1, 14, 6, 24, 20, 26, 7, 17, 19, 9, 5, 11, 21, 28, 23, 17, 8, 16, 13, 5, 9]
=============================test64=============================
81002
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[8, 7, 27, 13, 13, 21, 16, 20, 15, 8, 7, 15, 22, 12, 21, 27, 11, 6, 2, 15, 18, 19, 13, 22, 18, 16, 11, 8, 16, 21, 4, 11, 25, 6, 29, 19, 2, 20, 17, 16, 10, 19, 8, 8, 28, 2, 5, 24, 14, 14, 16, 20, 19, 22, 26, 13, 9, 26, 22, 5, 10, 4, 14, 0, 2, 4, 3, 7, 13, 15, 29, 21, 17, 27, 14, 3, 27, 27, 12, 13, 16, 9, 9, 5, 3, 15, 17, 27, 21, 25, 6, 0, 10, 25, 15, 24, 27, 16, 4, 5, 10, 12, 9, 22, 28, 19, 11, 1, 1, 11, 12, 14, 27, 8, 29, 18, 27, 29, 13, 25, 5, 22, 4, 10, 29, 13, 29, 25, 7, 12, 22, 4, 2, 22, 3, 21, 13, 1, 6, 18, 15, 19, 20, 7, 13, 14, 9, 15, 26, 13, 10, 10, 14, 24, 10, 17, 8, 19, 20, 27, 26, 3, 22, 22, 8, 10, 6, 17, 21, 5, 6, 14, 13, 1, 7, 23, 28, 21, 22, 22, 9, 28, 16, 2, 13, 25, 15, 9, 14, 7, 20, 21, 4, 7, 21, 20, 5, 4, 9, 24]
=============================test65=============================
88975
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[20, 18, 3, 1, 0, 27, 23, 2, 18, 6, 7, 0, 23, 16, 13, 8, 3, 19, 10, 12, 13, 0, 14, 9, 26, 10, 29, 14, 5, 16, 29, 25, 5, 5, 10, 2, 26, 10, 23, 19, 14, 11, 20, 28, 13, 29, 3, 26, 13, 20, 28, 25, 11, 5, 17, 16, 20, 13, 5, 13, 6, 14, 24, 15, 27, 0, 22, 27, 14, 7, 10, 9, 22, 13, 28, 10, 4, 19, 28, 29, 14, 10, 11, 4, 2, 1, 16, 17, 4, 12, 24, 5, 17, 1, 11, 2, 4, 14, 16, 2, 18, 2, 20, 29, 14, 19, 24, 28, 3, 26, 0, 13, 10, 19, 25, 22, 25, 29, 6, 0, 9, 25, 23, 23, 21, 2, 7, 17, 3, 11, 15, 12, 18, 20, 13, 27, 22, 12, 22, 0, 26, 29, 17, 19, 10, 9, 29, 1, 18, 24, 6, 18, 15, 19, 4, 22, 7, 4, 11, 13, 15, 28, 11, 23, 25, 13, 2, 24, 21, 27, 22, 2, 29, 23, 16, 6, 17, 27, 24, 15, 29, 9, 5, 1, 12, 15, 29, 25, 24, 0, 1, 12, 12, 15, 19, 12, 4, 3, 3, 1]
=============================test66=============================
110525
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[7, 18, 17, 24, 6, 25, 2, 15, 1, 28, 23, 3, 25, 14, 3, 2, 0, 16, 9, 23, 12, 6, 25, 18, 19, 8, 28, 4, 26, 14, 27, 14, 12, 6, 2, 27, 11, 5, 21, 0, 28, 29, 26, 5, 0, 3, 8, 11, 16, 0, 26, 4, 21, 11, 4, 18, 8, 6, 14, 0, 24, 11, 12, 14, 2, 5, 29, 25, 10, 10, 24, 1, 1, 13, 0, 4, 10, 1, 6, 11, 23, 2, 25, 26, 6, 15, 13, 13, 20, 27, 10, 22, 7, 0, 5, 13, 7, 2, 7, 28, 0, 25, 19, 2, 10, 17, 28, 19, 9, 7, 9, 2, 19, 10, 25, 2, 1, 20, 11, 29, 11, 27, 1, 28, 23, 9, 26, 23, 21, 15, 14, 5, 24, 14, 5, 24, 9, 9, 12, 23, 18, 28, 2, 0, 0, 17, 23, 24, 13, 0, 27, 16, 28, 26, 9, 10, 9, 10, 22, 12, 19, 2, 5, 28, 24, 3, 16, 8, 1, 27, 16, 26, 24, 3, 10, 26, 19, 13, 5, 0, 20, 1, 4, 2, 1, 8, 28, 25, 18, 5, 6, 13, 29, 29, 3, 21, 15, 19, 29, 22]
=============================test68=============================
80370
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[26, 10, 3, 23, 12, 5, 1, 19, 11, 1, 16, 6, 6, 24, 2, 27, 21, 18, 11, 21, 25, 11, 4, 19, 14, 9, 1, 24, 23, 20, 21, 24, 6, 0, 25, 7, 10, 24, 19, 3, 21, 13, 19, 23, 21, 18, 18, 17, 29, 12, 17, 3, 26, 3, 16, 5, 6, 4, 29, 13, 18, 24, 24, 27, 1, 6, 2, 29, 18, 17, 9, 12, 5, 9, 20, 27, 11, 28, 18, 28, 1, 3, 16, 29, 18, 22, 12, 28, 24, 21, 16, 17, 27, 0, 22, 9, 17, 3, 28, 2, 4, 14, 23, 8, 7, 6, 23, 23, 26, 10, 24, 9, 10, 29, 22, 15, 18, 24, 11, 0, 25, 10, 8, 9, 12, 17, 9, 26, 6, 8, 27, 9, 15, 8, 0, 25, 12, 1, 19, 22, 1, 4, 5, 8, 28, 15, 19, 16, 0, 13, 2, 6, 7, 10, 17, 0, 25, 29, 24, 14, 15, 4, 16, 22, 0, 27, 5, 8, 18, 20, 18, 25, 9, 6, 12, 12, 4, 16, 27, 18, 27, 28, 20, 26, 26, 22, 25, 12, 12, 14, 18, 7, 25, 5, 23, 16, 27, 4, 5, 10]
=============================test69=============================
88559
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[19, 1, 21, 4, 18, 5, 6, 13, 14, 27, 25, 25, 11, 18, 6, 26, 10, 17, 2, 25, 26, 13, 19, 15, 10, 6, 4, 2, 19, 19, 24, 23, 26, 7, 29, 24, 10, 16, 22, 11, 16, 1, 21, 29, 21, 19, 20, 17, 22, 16, 14, 0, 16, 22, 2, 14, 8, 26, 2, 19, 20, 29, 22, 19, 20, 21, 4, 14, 26, 16, 14, 9, 11, 20, 26, 21, 28, 4, 13, 11, 13, 1, 11, 24, 24, 4, 17, 13, 6, 6, 4, 4, 7, 21, 25, 17, 23, 22, 18, 27, 2, 24, 23, 21, 6, 12, 27, 9, 12, 11, 22, 5, 16, 22, 25, 17, 0, 29, 0, 22, 27, 3, 25, 10, 8, 12, 5, 1, 15, 25, 6, 0, 29, 21, 25, 28, 4, 12, 19, 25, 14, 13, 26, 3, 25, 23, 9, 15, 0, 4, 7, 4, 20, 16, 3, 20, 18, 19, 11, 0, 6, 20, 2, 15, 9, 16, 29, 28, 20, 8, 16, 5, 20, 9, 17, 26, 27, 23, 21, 28, 19, 14, 9, 23, 6, 5, 21, 8, 6, 16, 1, 2, 2, 1, 20, 9, 12, 20, 27, 9]
=============================test70=============================
110669
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 1, 1, 1, 1]
[9, 8, 9, 22, 15, 17, 3, 29, 2, 15, 28, 2, 8, 27, 8, 19, 12, 27, 10, 1, 22, 16, 20, 5, 13, 3, 10, 14, 15, 8, 2, 21, 23, 5, 20, 14, 22, 7, 20, 8, 14, 27, 2, 14, 22, 17, 11, 1, 5, 6, 0, 10, 19, 27, 23, 19, 1, 0, 7, 6, 29, 0, 11, 14, 4, 0, 8, 17, 18, 18, 9, 29, 19, 7, 29, 18, 10, 22, 15, 8, 1, 4, 7, 19, 25, 25, 22, 19, 14, 1, 28, 5, 18, 9, 23, 5, 13, 11, 9, 22, 18, 21, 17, 12, 15, 2, 20, 8, 12, 12, 23, 18, 3, 20, 10, 20, 22, 28, 16, 10, 12, 5, 20, 0, 16, 2, 4, 6, 8, 18, 1, 7, 7, 26, 23, 27, 3, 2, 12, 23, 13, 23, 28, 13, 15, 9, 28, 7, 12, 23, 12, 3, 26, 11, 26, 17, 6, 2, 12, 5, 29, 8, 21, 27, 1, 20, 5, 7, 2, 15, 25, 15, 26, 7, 26, 26, 25, 6, 18, 19, 10, 17, 25, 12, 5, 22, 20, 3, 9, 17, 15, 11, 3, 12, 16, 13, 14, 23, 12, 16]
=============================test71=============================
95379
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[12, 20, 27, 28, 13, 14, 14, 9, 7, 15, 19, 29, 12, 11, 0, 22, 1, 24, 12, 12, 10, 20, 1, 3, 27, 12, 24, 10, 29, 21, 28, 23, 20, 27, 19, 13, 3, 5, 23, 28, 25, 18, 27, 29, 20, 2, 14, 21, 28, 11, 0, 23, 20, 2, 6, 24, 2, 16, 2, 20, 4, 2, 13, 0, 14, 12, 1, 7, 0, 13, 21, 27, 11, 13, 16, 21, 0, 14, 25, 16, 29, 17, 21, 2, 8, 8, 0, 3, 19, 28, 29, 3, 10, 5, 3, 19, 9, 19, 0, 4, 26, 12, 29, 16, 10, 11, 10, 29, 11, 15, 1, 6, 5, 8, 22, 26, 26, 4, 9, 26, 22, 28, 9, 28, 10, 5, 17, 21, 0, 7, 4, 5, 13, 19, 14, 10, 17, 15, 24, 2, 0, 15, 10, 13, 0, 6, 8, 29, 15, 9, 25, 26, 1, 27, 18, 1, 29, 16, 2, 28, 9, 9, 24, 22, 12, 19, 27, 4, 6, 21, 17, 2, 15, 22, 6, 24, 10, 20, 8, 1, 21, 28, 19, 15, 10, 17, 16, 21, 8, 9, 13, 4, 12, 10, 11, 23, 13, 9, 20, 25]

3. 局部搜索

3.1 算法框架

局部搜索基本想法如下

• 生成一个初始解（这里可以以贪心解作为初始解）， 设置为局部最优解
• 对此局部最优解进行一定修改，变成与之相近的新解
• 判断此新解是否优于局部最优解， 如果优于则替换局部最优

对于如何进行修改生成新解 我这里的策略就是随机选择一个用户把此用户安排到本身工厂以外的其他工厂，若此工厂没开放，则进行开放， 若原来工厂只有此用户，则把原来工厂关闭更新所有的cost

3.2 关键代码和注释

这是生成解的关键函数

这里的cost 是在生成解之后进行计算的

#根据传入的解 生成一个局部的解, 并且求出此解的cost 当做参数传出
def produce_local_search_solution(bestFactoryOpen, bestValueAssign, capacity_copy):

    flag = True
    fac_num = -1
    #选择的随机顾客标号为i
    i = random.randint(0, m - 1)

    while (flag):
        # 生成被安排的随机工厂
        fac_num = random.randint(0, n - 1)
        #如果生成的随机工厂就是原来的工厂则继续生成
        if (fac_num == bestValueAssign[i]):
            continue

        # 如果容量符合要求则选择该工厂
        if (demand_customer[i] <= capacity_copy[fac_num]):
            # 如果工厂没开 则开工厂
            if (bestFactoryOpen[fac_num] == 0):
                bestFactoryOpen[fac_num] = 1

            #给离开的工厂加上相应的容量
            capacity_copy[bestValueAssign[i]] += demand_customer[i]
            #同时减去相应的assign消耗

            #如果离开的工厂的容量变为初始容量， 则把工厂设置为关闭
            if(capacity_copy[bestValueAssign[i]] == capacity[bestValueAssign[i]]):
                bestFactoryOpen[bestValueAssign[i]] = 0

            # 更新安排表
            bestValueAssign[i] = fac_num
            # 减去相应容量
            capacity_copy[fac_num] -= demand_customer[i]
            # 更新总共total_assignment_cost

            # 更新flag
            flag = False

        #计算此解的cost 当做参数传出去
        bestCost = 0
        for s in range(m):
            bestCost += assignment_cost[i][bestValueAssign[s]]

        for d in range(n):
            bestCost += bestFactoryOpen[d] * opening_cost[d]

    return bestCost,bestFactoryOpen, bestValueAssign, capacity_copy

3.3 算法结果

3.3.1 结果表

-	局部搜索cost	局部搜索 time(s)
p1	12940	1.611006
p2	12662	1.616155
p3	15246	1.597958
p4	15945	1.634933
p5	15959	1.911517
p6	14412	1.881594
p7	16347	1.914353
p8	18335	1.914085
p9	14434	1.383706
p10	12959	1.371393
p11	14754	1.375677
p12	16793	1.375278
p13	18928	1.555986
p14	16852	1.559896
p15	19881	1.541984
p16	23286	1.567830
p17	18501	1.542376
p18	16732	1.538791
p19	19425	1.532036
p20	22656	1.535684
p21	19079	1.520752
p22	16393	1.514622
p23	20391	1.521705
p24	23213	1.532024
p25	32776	3.020063
p26	29390	3.041976
p27	35092	3.005009
p28	40842	3.023259
p29	31958	3.030729
p30	29519	2.934350
p31	35761	2.997456
p32	41655	2.958145
p33	32956	3.015352
p34	29814	3.008410
p35	35333	2.952897
p36	41871	2.953205
p37	33068	3.007182
p38	29018	2.992898
p39	35316	2.986342
p40	41794	2.996479
p41	5627	2.100240
p42	12636	1.955856
p43	13829	1.930061
p44	6017	2.251095
p45	12549	1.969584
p46	16547	1.951602
p47	5029	2.250038
p48	9532	1.962069
p49	12603	1.922715
p50	6412	2.311359
p51	11545	2.205665
p52	10539	2.446955
p53	16222	2.272284
p54	7168	2.537065
p55	11918	2.282920
p56	60150	3.705955
p57	68465	3.685768
p58	90445	3.735101
p59	75938	3.698938
p60	58583	3.667501
p61	69205	3.671071
p62	89912	3.570421
p63	75251	3.575067
p64	59592	3.665967
p65	69263	3.613478
p66	89662	3.677088
p68	59551	3.678104
p69	68856	3.640892
p70	89284	3.638021
p71	73966	3.668180

3.3.2 解决方案

=============================test1=============================
13741
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[9, 5, 0, 0, 8, 1, 4, 6, 3, 0, 8, 6, 0, 5, 6, 9, 4, 5, 4, 2, 2, 3, 7, 0, 4, 9, 2, 7, 5, 2, 3, 2, 6, 8, 2, 0, 0, 9, 2, 6, 7, 1, 4, 3, 2, 4, 3, 8, 2, 1]
=============================test2=============================
12133
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[5, 6, 9, 8, 0, 5, 0, 1, 2, 8, 0, 0, 3, 5, 2, 3, 3, 4, 9, 0, 0, 6, 3, 9, 5, 3, 0, 6, 9, 8, 6, 2, 7, 3, 4, 5, 7, 4, 5, 5, 0, 7, 8, 1, 2, 1, 5, 2, 5, 4]
=============================test3=============================
14595
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[8, 2, 9, 7, 9, 0, 2, 4, 9, 1, 0, 2, 3, 4, 0, 3, 8, 2, 2, 0, 5, 4, 5, 5, 7, 3, 3, 1, 0, 4, 7, 9, 1, 5, 4, 4, 7, 6, 3, 4, 6, 9, 5, 6, 8, 6, 4, 7, 4, 3]
=============================test4=============================
15532
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[5, 6, 9, 3, 2, 4, 6, 5, 7, 5, 9, 7, 8, 5, 5, 6, 7, 2, 2, 6, 5, 6, 6, 3, 1, 9, 3, 1, 5, 2, 6, 4, 8, 2, 8, 7, 4, 0, 0, 9, 3, 1, 1, 1, 7, 7, 2, 3, 4, 9]
=============================test5=============================
15001
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[6, 4, 6, 8, 9, 5, 9, 2, 9, 3, 5, 1, 2, 2, 1, 3, 7, 5, 4, 2, 0, 8, 2, 7, 7, 7, 7, 3, 8, 4, 8, 0, 4, 1, 9, 6, 9, 8, 2, 0, 7, 1, 4, 9, 7, 4, 0, 1, 8, 4]
=============================test6=============================
14561
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[4, 0, 2, 3, 0, 4, 9, 6, 2, 4, 6, 5, 1, 1, 9, 0, 8, 5, 0, 6, 1, 5, 8, 3, 1, 2, 6, 2, 5, 5, 7, 1, 7, 9, 8, 3, 6, 0, 3, 1, 6, 4, 0, 3, 8, 1, 9, 0, 8, 4]
=============================test7=============================
16114
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[7, 9, 4, 1, 7, 3, 5, 7, 3, 6, 8, 5, 7, 6, 4, 0, 0, 3, 7, 2, 8, 5, 4, 6, 2, 2, 3, 1, 2, 7, 5, 9, 8, 6, 9, 9, 4, 2, 3, 4, 1, 4, 0, 7, 3, 8, 2, 8, 1, 5]
=============================test8=============================
17742
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[5, 3, 3, 9, 4, 5, 8, 9, 8, 4, 0, 8, 8, 0, 7, 4, 4, 9, 3, 1, 0, 8, 9, 1, 6, 3, 7, 0, 4, 6, 1, 0, 1, 6, 7, 7, 9, 3, 2, 6, 6, 6, 8, 7, 0, 1, 5, 3, 6, 4]
=============================test9=============================
13945
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[9, 2, 0, 9, 3, 7, 2, 2, 6, 8, 7, 2, 0, 3, 0, 9, 9, 5, 0, 2, 9, 2, 0, 1, 8, 4, 7, 3, 7, 3, 5, 2, 5, 5, 8, 4, 9, 0, 7, 3, 7, 3, 9, 4, 6, 8, 9, 4, 4, 8]
=============================test10=============================
13113
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[9, 5, 4, 2, 6, 7, 5, 1, 6, 3, 8, 4, 3, 1, 2, 0, 3, 1, 0, 0, 4, 9, 8, 0, 6, 6, 4, 2, 8, 7, 5, 1, 2, 3, 3, 7, 7, 3, 2, 0, 6, 2, 0, 2, 3, 5, 6, 3, 8, 6]
=============================test11=============================
15124
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[9, 9, 4, 1, 7, 9, 4, 8, 4, 2, 2, 6, 9, 1, 4, 1, 7, 2, 2, 4, 5, 2, 7, 2, 6, 2, 3, 0, 7, 0, 0, 7, 2, 1, 6, 0, 9, 6, 8, 1, 9, 3, 9, 9, 4, 5, 7, 2, 7, 0]
=============================test12=============================
17026
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[0, 1, 7, 0, 5, 3, 3, 4, 8, 0, 4, 8, 2, 1, 0, 7, 5, 9, 1, 8, 7, 3, 0, 5, 6, 5, 4, 5, 2, 5, 6, 8, 0, 0, 5, 7, 8, 0, 5, 7, 7, 9, 4, 1, 1, 4, 2, 9, 2, 9]
=============================test13=============================
19264
[1, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[11, 13, 16, 13, 14, 19, 5, 13, 14, 6, 19, 9, 7, 3, 8, 19, 3, 8, 16, 9, 17, 18, 12, 4, 10, 6, 4, 19, 6, 8, 17, 5, 0, 10, 12, 0, 18, 15, 4, 16, 16, 2, 11, 2, 5, 14, 7, 4, 11, 5]
=============================test14=============================
16686
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[8, 11, 2, 12, 8, 0, 6, 18, 4, 19, 17, 9, 15, 5, 17, 12, 16, 9, 12, 6, 14, 13, 9, 19, 11, 2, 0, 4, 7, 2, 18, 13, 13, 6, 15, 1, 4, 7, 10, 17, 11, 10, 15, 6, 10, 17, 8, 8, 3, 5]
=============================test15=============================
19947
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[16, 7, 17, 8, 15, 4, 15, 0, 11, 19, 18, 7, 17, 14, 4, 9, 11, 12, 7, 8, 1, 13, 16, 3, 4, 3, 3, 9, 17, 9, 10, 10, 2, 16, 11, 12, 15, 0, 16, 4, 15, 19, 18, 14, 17, 7, 7, 5, 6, 8]
=============================test16=============================
22628
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[19, 9, 9, 8, 15, 5, 4, 12, 6, 7, 5, 2, 4, 4, 14, 8, 9, 7, 10, 16, 2, 7, 9, 6, 13, 13, 14, 14, 16, 8, 13, 15, 19, 17, 3, 11, 17, 17, 0, 5, 17, 11, 3, 1, 11, 2, 8, 2, 13, 18]
=============================test17=============================
18356
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 0, 1]
[0, 3, 12, 5, 16, 19, 10, 12, 10, 8, 14, 13, 15, 10, 8, 3, 5, 8, 13, 5, 5, 9, 6, 8, 4, 13, 12, 11, 3, 13, 8, 6, 16, 4, 13, 6, 1, 11, 9, 19, 6, 2, 3, 0, 16, 12, 7, 8, 15, 14]
=============================test18=============================
15950
[0, 1, 1, 1, 1, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[3, 12, 8, 6, 13, 10, 7, 7, 16, 14, 14, 15, 2, 15, 7, 15, 4, 15, 8, 1, 16, 13, 9, 4, 3, 1, 17, 15, 19, 10, 2, 11, 11, 1, 14, 12, 17, 3, 7, 13, 14, 17, 3, 1, 9, 18, 4, 8, 14, 14]
=============================test19=============================
19968
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1]
[14, 19, 14, 5, 15, 11, 13, 17, 3, 14, 11, 1, 3, 11, 14, 1, 8, 2, 10, 5, 6, 9, 13, 17, 10, 14, 3, 17, 16, 11, 5, 16, 9, 17, 4, 15, 4, 12, 5, 9, 19, 17, 19, 0, 13, 12, 7, 15, 15, 16]
=============================test20=============================
22995
[0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 1, 1, 1, 1, 1, 1]
[3, 8, 11, 5, 7, 1, 7, 1, 18, 18, 6, 15, 11, 16, 17, 11, 3, 11, 2, 1, 11, 1, 3, 2, 16, 4, 13, 8, 1, 3, 8, 11, 14, 1, 17, 18, 6, 1, 4, 11, 6, 9, 19, 8, 19, 16, 5, 10, 15, 14]
=============================test21=============================
18561
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 1, 0, 1, 1, 1]
[5, 5, 9, 9, 3, 15, 18, 1, 7, 10, 3, 15, 6, 18, 14, 19, 3, 14, 4, 9, 7, 17, 7, 17, 18, 3, 6, 8, 12, 0, 0, 6, 10, 11, 15, 2, 9, 1, 6, 19, 4, 4, 4, 10, 6, 19, 0, 0, 19, 17]
=============================test22=============================
16545
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[9, 2, 5, 19, 15, 17, 13, 9, 18, 18, 16, 13, 1, 6, 13, 2, 10, 2, 0, 2, 3, 18, 3, 17, 2, 12, 8, 3, 9, 16, 9, 6, 18, 18, 16, 8, 7, 1, 12, 14, 2, 11, 12, 4, 4, 12, 8, 6, 6, 1]
=============================test23=============================
19104
[1, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[7, 12, 19, 12, 18, 16, 12, 5, 5, 19, 13, 9, 11, 19, 3, 3, 10, 15, 14, 5, 6, 4, 0, 14, 13, 15, 7, 9, 10, 10, 18, 18, 12, 6, 3, 17, 8, 11, 9, 4, 6, 11, 2, 4, 19, 4, 10, 17, 16, 6]
=============================test24=============================
22276
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 1, 0, 1]
[1, 4, 11, 4, 12, 0, 17, 19, 3, 1, 17, 19, 8, 3, 17, 1, 3, 16, 9, 3, 1, 4, 19, 9, 16, 12, 16, 3, 10, 8, 2, 8, 3, 14, 7, 3, 6, 5, 9, 13, 16, 9, 16, 10, 1, 19, 19, 17, 5, 10]
=============================test25=============================
32701
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[13, 21, 10, 29, 6, 4, 1, 3, 22, 5, 13, 23, 13, 23, 15, 1, 0, 23, 29, 17, 27, 29, 9, 24, 20, 0, 0, 9, 7, 22, 18, 10, 15, 12, 16, 3, 14, 7, 11, 0, 17, 6, 10, 14, 29, 21, 16, 10, 8, 25, 26, 16, 29, 22, 5, 11, 8, 6, 17, 1, 10, 1, 8, 1, 23, 21, 27, 9, 27, 23, 22, 20, 10, 4, 24, 4, 21, 29, 28, 7, 23, 24, 6, 2, 23, 25, 10, 28, 2, 23, 18, 3, 21, 28, 19, 15, 6, 5, 18, 10, 9, 12, 24, 0, 17, 9, 8, 29, 10, 22, 6, 3, 19, 22, 22, 16, 9, 11, 28, 1, 9, 21, 2, 20, 20, 4, 16, 1, 25, 8, 17, 2, 4, 10, 27, 20, 0, 6, 14, 21, 20, 19, 26, 24, 5, 3, 17, 18, 12, 7]
=============================test26=============================
30269
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[10, 18, 21, 1, 17, 1, 28, 19, 3, 16, 14, 24, 27, 11, 13, 19, 2, 20, 2, 23, 6, 17, 11, 27, 19, 27, 11, 2, 23, 6, 25, 11, 21, 9, 28, 4, 6, 14, 9, 5, 3, 10, 0, 25, 26, 29, 5, 15, 29, 10, 5, 19, 21, 13, 27, 26, 3, 11, 2, 27, 18, 21, 29, 28, 21, 15, 16, 22, 4, 18, 8, 6, 23, 7, 18, 22, 3, 2, 28, 29, 20, 4, 12, 17, 4, 11, 8, 16, 24, 11, 28, 26, 0, 10, 29, 29, 20, 11, 23, 22, 28, 23, 1, 0, 29, 5, 26, 3, 28, 16, 23, 8, 4, 22, 16, 28, 19, 25, 3, 21, 25, 7, 2, 4, 20, 7, 5, 4, 26, 11, 3, 23, 13, 25, 10, 0, 24, 16, 19, 15, 28, 29, 9, 11, 19, 22, 3, 11, 23, 12]
=============================test27=============================
35895
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[8, 5, 6, 9, 25, 0, 2, 9, 17, 13, 25, 2, 24, 29, 24, 18, 8, 14, 2, 26, 29, 21, 14, 8, 2, 22, 26, 0, 11, 24, 26, 10, 9, 7, 14, 3, 14, 22, 20, 5, 1, 26, 19, 18, 20, 26, 18, 9, 15, 28, 13, 11, 13, 3, 4, 10, 21, 0, 29, 1, 8, 29, 20, 17, 4, 17, 18, 7, 6, 16, 12, 9, 28, 26, 27, 16, 22, 29, 6, 14, 13, 5, 16, 23, 24, 11, 28, 8, 11, 10, 13, 3, 6, 12, 23, 23, 28, 7, 6, 18, 1, 20, 2, 2, 12, 1, 10, 12, 23, 25, 2, 3, 16, 16, 20, 9, 11, 7, 0, 21, 29, 12, 11, 1, 18, 13, 9, 24, 12, 5, 27, 7, 14, 24, 17, 5, 9, 15, 7, 29, 11, 20, 7, 4, 28, 23, 10, 9, 24, 9]
=============================test28=============================
41516
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[23, 3, 24, 7, 7, 29, 2, 18, 25, 11, 23, 17, 18, 16, 8, 0, 12, 12, 18, 5, 21, 21, 26, 0, 5, 12, 27, 24, 4, 3, 3, 11, 25, 14, 24, 1, 6, 8, 5, 21, 2, 5, 6, 22, 2, 12, 22, 2, 12, 28, 28, 17, 8, 10, 28, 18, 0, 27, 23, 7, 8, 3, 25, 9, 8, 11, 13, 15, 25, 0, 19, 22, 14, 8, 3, 29, 26, 1, 26, 23, 25, 9, 10, 21, 22, 18, 16, 24, 19, 28, 23, 12, 17, 15, 5, 28, 18, 16, 0, 12, 28, 11, 13, 2, 21, 27, 15, 28, 7, 10, 29, 16, 3, 9, 9, 4, 6, 3, 7, 16, 17, 27, 29, 8, 0, 26, 2, 2, 20, 11, 17, 8, 26, 25, 12, 4, 14, 12, 8, 0, 21, 15, 21, 11, 18, 4, 14, 6, 25, 29]
=============================test29=============================
32734
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[14, 11, 24, 3, 11, 20, 13, 27, 1, 27, 1, 13, 12, 19, 18, 11, 24, 19, 15, 19, 1, 21, 18, 19, 18, 3, 2, 9, 29, 15, 1, 0, 20, 29, 11, 22, 27, 15, 2, 3, 9, 23, 28, 27, 22, 24, 13, 13, 3, 11, 1, 22, 16, 9, 4, 29, 20, 22, 25, 29, 21, 13, 28, 21, 2, 12, 0, 27, 26, 21, 10, 14, 9, 16, 21, 22, 0, 28, 23, 12, 7, 20, 20, 10, 26, 8, 25, 25, 19, 26, 11, 27, 3, 1, 18, 25, 9, 17, 23, 8, 29, 12, 22, 20, 3, 22, 27, 13, 7, 23, 25, 23, 22, 15, 17, 22, 15, 12, 4, 7, 1, 14, 27, 8, 27, 18, 12, 11, 4, 0, 6, 21, 10, 18, 10, 7, 23, 2, 19, 11, 9, 11, 18, 1, 14, 3, 5, 7, 28, 6]
=============================test30=============================
29591
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[5, 19, 0, 29, 8, 12, 19, 10, 8, 16, 0, 29, 15, 7, 1, 2, 14, 29, 18, 1, 10, 4, 7, 23, 27, 22, 7, 20, 12, 26, 3, 19, 24, 18, 26, 14, 11, 11, 17, 19, 20, 22, 16, 2, 14, 20, 6, 2, 2, 16, 20, 7, 11, 29, 18, 9, 15, 19, 17, 7, 17, 17, 3, 11, 11, 8, 19, 20, 3, 19, 26, 21, 3, 18, 27, 12, 28, 12, 20, 21, 29, 28, 19, 5, 21, 16, 1, 10, 16, 7, 16, 19, 9, 18, 1, 23, 29, 17, 1, 4, 22, 25, 15, 17, 16, 26, 0, 12, 13, 4, 25, 7, 21, 19, 17, 18, 19, 18, 17, 23, 27, 10, 6, 2, 23, 3, 24, 17, 1, 13, 27, 14, 12, 6, 24, 12, 5, 17, 26, 14, 1, 15, 9, 9, 23, 8, 26, 14, 9, 26]
=============================test31=============================
35683
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[14, 5, 18, 23, 16, 26, 12, 4, 18, 2, 11, 16, 20, 27, 17, 10, 0, 12, 2, 24, 2, 8, 29, 10, 18, 6, 11, 26, 9, 26, 26, 14, 0, 0, 3, 11, 3, 27, 10, 8, 23, 4, 27, 17, 1, 7, 19, 4, 27, 10, 23, 9, 23, 22, 1, 9, 23, 22, 8, 14, 10, 5, 0, 23, 20, 22, 27, 6, 21, 16, 10, 19, 7, 16, 4, 29, 12, 13, 29, 5, 17, 12, 15, 28, 29, 0, 29, 26, 24, 2, 19, 25, 2, 5, 2, 4, 11, 2, 8, 5, 17, 1, 0, 14, 17, 26, 10, 29, 16, 19, 19, 7, 21, 19, 20, 20, 2, 3, 7, 19, 9, 25, 1, 7, 7, 3, 5, 2, 3, 25, 21, 13, 12, 27, 21, 24, 24, 3, 24, 24, 29, 12, 13, 5, 14, 9, 22, 6, 21, 4]
=============================test32=============================
41816
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[0, 22, 15, 13, 3, 7, 0, 23, 15, 22, 4, 17, 22, 15, 14, 8, 2, 16, 8, 6, 2, 1, 18, 21, 22, 11, 18, 15, 15, 25, 16, 12, 19, 1, 27, 16, 5, 10, 18, 26, 16, 23, 0, 21, 2, 14, 29, 9, 23, 10, 26, 28, 5, 17, 27, 23, 16, 20, 15, 5, 19, 12, 2, 20, 8, 19, 20, 8, 25, 3, 5, 19, 29, 28, 13, 17, 19, 15, 22, 29, 26, 8, 13, 2, 9, 27, 15, 8, 28, 1, 1, 20, 13, 3, 21, 7, 20, 0, 7, 18, 27, 26, 10, 0, 3, 21, 8, 11, 4, 2, 10, 6, 6, 16, 6, 3, 28, 16, 8, 24, 22, 17, 15, 12, 18, 20, 6, 9, 21, 13, 14, 28, 9, 12, 27, 0, 28, 6, 17, 11, 23, 27, 24, 8, 2, 12, 21, 8, 28, 7]
=============================test33=============================
32208
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[7, 15, 18, 12, 12, 14, 16, 24, 5, 8, 1, 10, 2, 5, 12, 17, 26, 11, 24, 6, 25, 0, 0, 6, 11, 27, 10, 18, 15, 22, 12, 11, 17, 0, 10, 21, 4, 15, 24, 20, 17, 24, 5, 18, 22, 22, 24, 20, 17, 22, 13, 20, 8, 17, 5, 17, 13, 1, 17, 10, 4, 14, 9, 28, 20, 9, 19, 16, 21, 6, 16, 5, 23, 28, 23, 10, 16, 2, 7, 22, 21, 13, 15, 16, 7, 16, 1, 18, 12, 11, 1, 6, 11, 9, 10, 2, 25, 8, 25, 24, 25, 29, 1, 25, 16, 3, 23, 15, 24, 27, 28, 17, 5, 23, 11, 18, 0, 1, 26, 27, 27, 4, 8, 28, 24, 21, 18, 9, 4, 4, 6, 21, 27, 4, 10, 21, 24, 0, 1, 11, 9, 19, 4, 9, 26, 11, 17, 25, 18, 6]
=============================test34=============================
30008
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[11, 19, 2, 2, 5, 22, 12, 18, 22, 7, 3, 22, 22, 17, 0, 25, 13, 29, 3, 16, 16, 0, 0, 18, 22, 26, 11, 0, 14, 20, 6, 28, 26, 14, 3, 8, 17, 7, 10, 26, 10, 20, 2, 1, 23, 25, 28, 9, 4, 17, 6, 6, 0, 25, 13, 25, 5, 8, 19, 23, 28, 15, 2, 19, 15, 19, 21, 11, 17, 21, 1, 26, 4, 7, 14, 15, 7, 6, 11, 19, 5, 26, 15, 18, 26, 7, 5, 24, 2, 6, 5, 7, 15, 24, 10, 27, 21, 18, 0, 22, 27, 11, 16, 22, 6, 7, 11, 5, 7, 21, 4, 9, 16, 15, 16, 20, 2, 10, 4, 27, 28, 14, 10, 18, 27, 27, 8, 8, 6, 9, 29, 7, 3, 9, 5, 0, 5, 17, 18, 2, 21, 7, 8, 4, 8, 16, 4, 28, 13, 22]
=============================test35=============================
35910
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[9, 14, 21, 19, 25, 11, 26, 3, 3, 25, 19, 15, 29, 29, 11, 24, 7, 27, 11, 24, 15, 21, 17, 13, 19, 13, 6, 25, 14, 29, 16, 18, 13, 23, 25, 16, 21, 4, 2, 26, 1, 0, 26, 14, 4, 22, 8, 23, 7, 13, 13, 10, 11, 7, 13, 19, 10, 25, 0, 3, 18, 21, 25, 27, 23, 2, 22, 11, 13, 23, 6, 17, 18, 29, 1, 27, 2, 3, 28, 7, 17, 0, 11, 17, 27, 25, 16, 12, 28, 17, 29, 20, 9, 7, 3, 27, 19, 3, 13, 6, 28, 20, 6, 25, 3, 15, 22, 23, 5, 3, 23, 1, 5, 26, 6, 26, 17, 19, 19, 6, 11, 20, 10, 15, 16, 26, 28, 6, 2, 28, 12, 28, 22, 16, 23, 10, 15, 21, 27, 12, 24, 19, 16, 23, 1, 5, 17, 17, 29, 10]
=============================test36=============================
41649
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[18, 2, 10, 11, 23, 15, 24, 8, 2, 3, 26, 7, 29, 26, 10, 10, 27, 1, 1, 10, 28, 0, 12, 1, 26, 5, 28, 29, 1, 5, 16, 12, 20, 2, 9, 24, 9, 17, 26, 3, 7, 9, 12, 23, 10, 21, 25, 9, 14, 22, 24, 5, 4, 16, 24, 0, 14, 12, 4, 7, 24, 4, 18, 22, 21, 16, 20, 1, 11, 5, 0, 7, 11, 13, 20, 22, 23, 14, 4, 26, 2, 26, 10, 27, 22, 3, 24, 1, 11, 15, 6, 11, 14, 2, 8, 3, 11, 7, 19, 9, 1, 1, 5, 1, 5, 28, 24, 3, 24, 7, 19, 1, 26, 6, 23, 1, 17, 16, 13, 13, 2, 23, 10, 20, 5, 26, 15, 12, 3, 9, 4, 11, 26, 14, 14, 24, 19, 27, 20, 17, 23, 5, 29, 19, 8, 7, 23, 6, 10, 14]
=============================test37=============================
33116
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[24, 22, 2, 9, 26, 3, 19, 13, 27, 5, 25, 27, 29, 11, 2, 13, 20, 25, 17, 13, 11, 20, 29, 8, 7, 10, 23, 7, 5, 5, 10, 23, 15, 28, 21, 28, 9, 22, 16, 11, 22, 18, 13, 6, 28, 25, 23, 29, 8, 23, 2, 20, 27, 0, 26, 0, 12, 26, 16, 2, 14, 7, 24, 5, 6, 3, 11, 13, 6, 4, 28, 0, 12, 7, 4, 21, 6, 27, 10, 27, 26, 13, 27, 4, 27, 15, 17, 10, 5, 7, 26, 21, 6, 17, 26, 7, 4, 6, 24, 21, 24, 21, 4, 5, 3, 11, 19, 27, 16, 24, 22, 26, 14, 0, 0, 12, 9, 25, 10, 4, 24, 8, 1, 16, 15, 26, 23, 14, 8, 17, 7, 10, 17, 22, 15, 13, 24, 6, 18, 22, 13, 22, 13, 14, 19, 3, 22, 17, 12, 6]
=============================test38=============================
30083
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[12, 0, 22, 25, 26, 27, 15, 16, 18, 18, 29, 10, 15, 5, 15, 9, 12, 17, 5, 17, 12, 7, 21, 22, 17, 21, 27, 6, 14, 14, 11, 24, 2, 4, 6, 21, 13, 3, 27, 10, 21, 11, 24, 20, 26, 24, 1, 4, 19, 8, 14, 12, 13, 7, 6, 1, 15, 9, 11, 4, 24, 4, 5, 23, 7, 5, 17, 1, 15, 16, 21, 16, 12, 6, 13, 28, 15, 19, 19, 5, 26, 11, 18, 11, 28, 16, 1, 13, 4, 22, 28, 25, 1, 28, 6, 12, 2, 25, 4, 4, 2, 27, 11, 6, 19, 13, 26, 18, 15, 19, 25, 21, 11, 6, 10, 17, 17, 15, 1, 3, 17, 6, 8, 18, 21, 11, 27, 1, 14, 25, 29, 17, 20, 23, 2, 17, 13, 9, 29, 15, 16, 12, 13, 4, 1, 0, 6, 9, 8, 18]
=============================test39=============================
35521
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[5, 5, 26, 28, 27, 12, 24, 12, 17, 23, 0, 21, 4, 15, 25, 21, 14, 8, 15, 12, 5, 2, 8, 5, 10, 22, 15, 6, 6, 26, 6, 16, 28, 20, 0, 19, 21, 22, 14, 28, 19, 4, 18, 29, 7, 23, 15, 16, 6, 27, 21, 21, 15, 19, 20, 0, 2, 25, 16, 17, 13, 24, 28, 15, 24, 13, 1, 3, 12, 17, 13, 27, 29, 19, 15, 16, 28, 0, 24, 21, 16, 4, 16, 17, 23, 0, 14, 15, 28, 14, 11, 17, 20, 27, 23, 19, 13, 19, 5, 8, 27, 27, 21, 4, 18, 25, 21, 25, 21, 4, 18, 17, 29, 24, 3, 14, 15, 18, 9, 4, 8, 10, 26, 2, 29, 21, 19, 13, 2, 20, 1, 21, 23, 5, 23, 15, 23, 10, 10, 19, 15, 2, 7, 26, 26, 20, 2, 29, 10, 16]
=============================test40=============================
41693
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[17, 7, 1, 5, 17, 0, 0, 25, 16, 10, 3, 6, 5, 19, 0, 20, 12, 14, 27, 15, 20, 10, 15, 16, 14, 18, 21, 15, 7, 2, 29, 3, 7, 2, 1, 6, 10, 18, 5, 12, 29, 17, 10, 11, 17, 7, 22, 14, 15, 1, 18, 20, 1, 14, 10, 20, 0, 22, 13, 24, 2, 21, 19, 11, 9, 14, 5, 4, 29, 11, 12, 24, 11, 11, 4, 1, 10, 3, 18, 10, 9, 3, 0, 20, 15, 5, 21, 18, 23, 29, 22, 20, 19, 10, 10, 9, 1, 4, 1, 7, 16, 11, 5, 3, 12, 11, 28, 29, 23, 13, 13, 21, 13, 29, 20, 1, 6, 28, 23, 28, 13, 20, 28, 11, 17, 11, 26, 1, 10, 8, 8, 27, 14, 21, 16, 6, 17, 21, 28, 16, 6, 25, 16, 13, 19, 28, 28, 6, 10, 8]
=============================test41=============================
5451
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[9, 7, 7, 0, 0, 0, 7, 4, 7, 8, 7, 6, 6, 4, 5, 3, 0, 7, 1, 7, 1, 7, 2, 4, 4, 9, 3, 1, 9, 4, 2, 1, 2, 7, 5, 5, 0, 2, 9, 8, 2, 8, 1, 6, 7, 4, 2, 8, 5, 0, 4, 9, 8, 0, 5, 9, 1, 7, 7, 7, 2, 6, 7, 6, 1, 5, 7, 5, 7, 5, 0, 7, 2, 5, 8, 8, 5, 7, 8, 2, 0, 2, 7, 0, 9, 1, 1, 2, 7, 3]
=============================test42=============================
13061
[1, 1, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[13, 18, 13, 13, 5, 10, 9, 15, 3, 6, 1, 18, 15, 19, 11, 1, 8, 16, 1, 3, 19, 1, 19, 16, 11, 7, 15, 19, 9, 17, 19, 19, 7, 13, 15, 1, 7, 11, 12, 15, 8, 5, 0, 4, 16, 3, 15, 10, 0, 18, 10, 9, 0, 8, 12, 12, 3, 19, 12, 10, 11, 6, 14, 0, 14, 5, 7, 0, 13, 19, 6, 8, 10, 1, 3, 5, 3, 18, 5, 10]
=============================test43=============================
14156
[1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 1]
[12, 11, 13, 15, 18, 7, 3, 11, 18, 2, 20, 21, 22, 17, 6, 24, 0, 8, 11, 6, 16, 1, 0, 4, 22, 8, 2, 17, 20, 3, 26, 22, 17, 19, 8, 16, 28, 26, 12, 19, 25, 18, 15, 26, 25, 8, 23, 16, 5, 17, 7, 29, 7, 6, 16, 24, 8, 22, 0, 5, 14, 23, 25, 28, 6, 5, 11, 15, 3, 10]
=============================test44=============================
5941
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[4, 3, 8, 3, 5, 3, 4, 8, 8, 2, 7, 1, 5, 2, 0, 3, 8, 8, 7, 0, 9, 0, 0, 6, 8, 6, 9, 7, 6, 9, 3, 0, 0, 2, 5, 6, 5, 7, 6, 9, 2, 2, 6, 0, 4, 7, 3, 6, 1, 2, 7, 2, 9, 3, 3, 1, 6, 7, 4, 2, 5, 6, 5, 8, 6, 6, 6, 3, 9, 4, 2, 8, 6, 4, 5, 0, 6, 9, 2, 4, 2, 4, 2, 8, 1, 5, 1, 2, 6, 3]
=============================test45=============================
12346
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[11, 19, 7, 1, 15, 5, 18, 10, 15, 17, 4, 9, 7, 7, 5, 17, 14, 7, 1, 18, 11, 1, 0, 2, 12, 6, 3, 10, 4, 2, 4, 7, 11, 4, 3, 8, 8, 13, 12, 16, 9, 6, 5, 8, 3, 10, 6, 14, 12, 2, 8, 4, 16, 11, 5, 3, 0, 9, 15, 13, 13, 7, 12, 12, 3, 17, 16, 18, 1, 13, 8, 18, 9, 18, 5, 8, 3, 5, 2, 17]
=============================test46=============================
16086
[1, 1, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[14, 20, 3, 5, 18, 29, 27, 1, 4, 21, 15, 8, 0, 26, 1, 26, 9, 28, 7, 0, 19, 18, 21, 21, 28, 23, 27, 20, 27, 16, 19, 10, 19, 23, 8, 4, 22, 11, 3, 25, 1, 23, 28, 1, 13, 11, 24, 17, 6, 15, 11, 7, 19, 7, 20, 17, 8, 6, 9, 13, 9, 15, 6, 26, 4, 26, 21, 23, 19, 6]
=============================test47=============================
5063
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[5, 3, 7, 2, 2, 4, 0, 4, 0, 2, 0, 7, 1, 5, 2, 4, 4, 5, 6, 0, 2, 2, 2, 0, 0, 0, 6, 6, 6, 5, 8, 3, 4, 7, 6, 8, 6, 0, 5, 2, 7, 7, 3, 8, 4, 3, 4, 3, 5, 9, 4, 6, 8, 3, 2, 2, 6, 9, 7, 5, 8, 2, 7, 3, 3, 3, 2, 5, 2, 1, 2, 1, 5, 2, 9, 7, 5, 4, 6, 6, 7, 9, 4, 3, 7, 6, 0, 2, 0, 8]
=============================test48=============================
9331
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[18, 16, 8, 13, 19, 18, 11, 13, 1, 17, 17, 4, 3, 5, 4, 16, 5, 1, 9, 15, 5, 13, 18, 12, 16, 18, 0, 10, 4, 9, 7, 4, 13, 15, 9, 7, 4, 14, 7, 4, 5, 7, 4, 18, 17, 3, 12, 3, 9, 6, 6, 3, 14, 2, 15, 19, 19, 13, 16, 0, 9, 1, 0, 7, 19, 15, 14, 9, 0, 1, 19, 4, 2, 18, 18, 4, 11, 4, 14, 6]
=============================test49=============================
12487
[1, 1, 1, 1, 0, 1, 1, 1, 1, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 0, 1]
[8, 12, 17, 23, 5, 23, 19, 19, 16, 11, 19, 3, 2, 16, 5, 0, 16, 29, 17, 17, 21, 21, 29, 19, 0, 17, 14, 2, 19, 10, 27, 14, 18, 1, 10, 16, 20, 20, 20, 17, 6, 5, 22, 21, 11, 23, 10, 16, 2, 24, 19, 15, 12, 12, 27, 23, 1, 20, 6, 8, 20, 23, 25, 24, 15, 14, 7, 21, 6, 13]
=============================test50=============================
6368
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[9, 6, 9, 3, 3, 1, 1, 3, 2, 4, 3, 0, 7, 5, 8, 2, 2, 6, 5, 3, 8, 8, 7, 1, 3, 3, 4, 3, 4, 4, 2, 7, 5, 4, 9, 5, 0, 2, 4, 1, 4, 7, 6, 3, 5, 4, 4, 5, 2, 4, 0, 8, 8, 9, 0, 8, 3, 5, 1, 8, 3, 2, 4, 7, 5, 4, 2, 7, 6, 4, 8, 0, 8, 6, 0, 2, 1, 2, 3, 4, 3, 6, 6, 9, 2, 2, 3, 8, 7, 9, 3, 6, 1, 3, 9, 3, 5, 1, 4, 5]
=============================test51=============================
11852
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[17, 17, 1, 3, 10, 10, 8, 14, 7, 13, 6, 13, 17, 6, 13, 16, 7, 14, 12, 11, 17, 8, 0, 12, 14, 12, 3, 7, 17, 7, 3, 0, 19, 6, 6, 17, 11, 18, 13, 18, 13, 4, 3, 6, 19, 7, 13, 9, 8, 5, 17, 10, 9, 8, 10, 0, 11, 0, 2, 10, 3, 1, 18, 13, 3, 18, 13, 5, 0, 17, 14, 16, 14, 14, 13, 4, 4, 5, 6, 18, 7, 16, 13, 9, 19, 7, 11, 5, 12, 15, 17, 12, 15, 16, 5, 12, 7, 8, 15, 8]
=============================test52=============================
10610
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[9, 7, 2, 5, 2, 0, 7, 0, 1, 2, 5, 3, 2, 3, 8, 6, 6, 4, 7, 2, 5, 6, 5, 6, 7, 6, 6, 3, 1, 4, 8, 6, 3, 7, 6, 4, 7, 5, 6, 0, 9, 5, 7, 8, 4, 7, 1, 8, 9, 6, 3, 3, 7, 9, 5, 0, 3, 9, 0, 4, 2, 2, 9, 7, 8, 3, 6, 1, 4, 0, 3, 1, 8, 8, 6, 7, 1, 7, 6, 2, 0, 8, 6, 0, 4, 9, 4, 4, 3, 0, 8, 3, 3, 3, 2, 4, 4, 6, 7, 5]
=============================test53=============================
15696
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[3, 1, 12, 19, 16, 9, 13, 6, 10, 3, 16, 10, 1, 7, 6, 5, 7, 10, 0, 10, 13, 12, 8, 17, 18, 0, 2, 15, 8, 15, 7, 4, 17, 5, 18, 4, 3, 3, 0, 19, 6, 2, 17, 2, 7, 17, 5, 4, 8, 11, 18, 13, 1, 7, 17, 0, 7, 7, 15, 18, 0, 11, 0, 11, 14, 1, 8, 3, 3, 3, 14, 11, 15, 18, 2, 17, 1, 5, 8, 4, 5, 0, 19, 19, 3, 12, 19, 12, 16, 2, 1, 13, 6, 18, 1, 16, 11, 18, 0, 9]
=============================test54=============================
7165
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[8, 0, 8, 3, 2, 6, 0, 0, 3, 7, 3, 4, 7, 3, 0, 2, 6, 6, 9, 3, 6, 6, 4, 3, 7, 7, 1, 6, 4, 9, 6, 2, 7, 2, 7, 5, 1, 8, 7, 4, 0, 3, 2, 2, 0, 3, 0, 3, 7, 6, 3, 2, 3, 3, 4, 5, 4, 5, 6, 9, 2, 6, 3, 9, 0, 7, 2, 7, 0, 4, 3, 7, 7, 7, 6, 8, 5, 4, 8, 2, 6, 9, 3, 6, 7, 4, 2, 7, 7, 0, 0, 7, 1, 7, 1, 1, 7, 6, 2, 6]
=============================test55=============================
11674
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[7, 7, 2, 7, 11, 16, 6, 19, 2, 6, 3, 11, 13, 0, 6, 18, 0, 7, 19, 7, 19, 11, 6, 18, 7, 9, 11, 3, 8, 13, 9, 1, 10, 14, 4, 15, 7, 18, 12, 0, 4, 18, 3, 11, 4, 14, 9, 17, 2, 6, 4, 10, 18, 16, 15, 13, 13, 17, 10, 7, 13, 10, 17, 1, 6, 18, 17, 8, 2, 14, 2, 4, 11, 2, 12, 18, 5, 18, 3, 2, 0, 19, 17, 13, 10, 1, 15, 12, 13, 9, 12, 9, 1, 0, 18, 9, 14, 19, 15, 17]
=============================test56=============================
60362
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[21, 28, 16, 5, 18, 9, 29, 15, 7, 12, 10, 13, 6, 3, 9, 27, 25, 26, 3, 4, 24, 24, 10, 0, 23, 29, 11, 2, 6, 5, 20, 11, 17, 18, 23, 29, 1, 9, 27, 27, 16, 19, 13, 2, 27, 24, 11, 14, 26, 15, 24, 18, 20, 1, 9, 15, 14, 3, 20, 28, 20, 9, 18, 4, 0, 19, 23, 19, 4, 17, 4, 12, 4, 24, 24, 22, 19, 1, 3, 1, 1, 5, 13, 17, 4, 20, 5, 28, 4, 28, 2, 19, 16, 9, 27, 17, 12, 19, 0, 13, 1, 27, 24, 4, 14, 12, 17, 15, 6, 6, 16, 24, 2, 2, 9, 28, 6, 13, 24, 22, 1, 15, 12, 7, 15, 29, 19, 22, 17, 24, 24, 3, 11, 19, 6, 8, 5, 6, 4, 13, 14, 9, 8, 9, 8, 3, 15, 25, 7, 22, 23, 1, 26, 21, 14, 1, 15, 10, 15, 10, 27, 17, 11, 21, 12, 0, 29, 22, 7, 17, 2, 28, 18, 29, 9, 2, 26, 22, 6, 2, 2, 14, 16, 23, 6, 27, 17, 3, 18, 29, 2, 29, 8, 4, 24, 2, 11, 12, 25, 28]
=============================test57=============================
69505
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[25, 7, 28, 28, 10, 19, 2, 6, 6, 9, 16, 1, 22, 29, 14, 8, 26, 7, 19, 18, 25, 20, 13, 9, 22, 25, 5, 16, 20, 19, 8, 21, 15, 8, 2, 5, 0, 29, 20, 26, 20, 19, 3, 11, 20, 28, 17, 19, 13, 8, 19, 29, 21, 3, 2, 5, 4, 28, 18, 15, 16, 6, 11, 2, 16, 25, 29, 24, 26, 11, 26, 11, 13, 21, 18, 25, 13, 20, 11, 19, 13, 25, 28, 4, 25, 17, 21, 7, 10, 8, 4, 4, 11, 1, 17, 24, 24, 27, 21, 11, 9, 20, 19, 28, 1, 29, 3, 25, 3, 9, 19, 4, 15, 13, 20, 26, 7, 29, 28, 7, 21, 10, 7, 4, 15, 28, 21, 12, 19, 11, 2, 19, 29, 23, 13, 0, 27, 16, 29, 26, 3, 24, 24, 14, 22, 27, 24, 10, 28, 21, 14, 6, 28, 2, 1, 18, 12, 25, 5, 17, 28, 9, 18, 0, 2, 19, 11, 5, 26, 24, 23, 25, 15, 11, 17, 8, 9, 1, 28, 9, 19, 10, 8, 25, 8, 3, 23, 8, 1, 11, 3, 19, 21, 25, 6, 17, 20, 15, 10, 2]
=============================test58=============================
89167
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[15, 16, 19, 26, 11, 28, 16, 29, 23, 16, 2, 16, 21, 17, 15, 17, 2, 15, 24, 21, 16, 7, 24, 28, 9, 18, 3, 4, 25, 27, 2, 2, 0, 28, 28, 2, 29, 5, 10, 1, 6, 3, 10, 3, 6, 26, 5, 19, 12, 7, 3, 3, 8, 19, 4, 0, 23, 3, 20, 2, 5, 28, 24, 0, 26, 18, 4, 7, 1, 17, 18, 6, 13, 4, 20, 22, 2, 11, 29, 19, 10, 29, 2, 19, 17, 0, 3, 26, 25, 27, 28, 22, 19, 14, 23, 1, 28, 8, 5, 9, 2, 10, 19, 18, 23, 21, 16, 4, 22, 17, 9, 2, 7, 1, 9, 2, 16, 8, 15, 7, 9, 22, 11, 21, 27, 13, 0, 16, 11, 22, 0, 20, 26, 0, 29, 27, 11, 11, 18, 15, 15, 25, 12, 27, 16, 22, 19, 3, 3, 9, 17, 12, 7, 12, 28, 24, 11, 8, 3, 2, 20, 10, 8, 26, 13, 15, 12, 15, 13, 3, 20, 9, 1, 0, 10, 15, 5, 29, 14, 0, 4, 27, 27, 29, 20, 4, 23, 0, 17, 27, 1, 21, 19, 18, 22, 10, 16, 0, 4, 1]
=============================test59=============================
75127
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[17, 13, 26, 29, 17, 9, 4, 8, 5, 3, 13, 11, 13, 11, 12, 12, 2, 1, 4, 8, 28, 25, 9, 7, 29, 29, 5, 5, 11, 17, 9, 23, 5, 8, 27, 28, 2, 27, 25, 25, 10, 5, 10, 25, 2, 27, 5, 22, 0, 23, 18, 19, 20, 7, 16, 26, 27, 28, 4, 1, 18, 25, 18, 8, 11, 16, 28, 23, 22, 2, 28, 24, 25, 5, 7, 12, 14, 12, 19, 25, 7, 13, 4, 28, 6, 23, 8, 27, 19, 21, 13, 19, 26, 18, 12, 0, 23, 6, 22, 15, 20, 15, 6, 13, 12, 27, 7, 12, 0, 19, 19, 21, 2, 12, 23, 13, 24, 15, 8, 22, 9, 17, 15, 14, 2, 11, 5, 19, 0, 9, 28, 10, 12, 27, 29, 22, 4, 18, 19, 18, 1, 6, 0, 17, 13, 23, 10, 0, 28, 25, 1, 9, 29, 11, 20, 25, 18, 18, 3, 0, 12, 0, 24, 28, 26, 0, 10, 2, 14, 6, 6, 15, 20, 27, 22, 21, 5, 15, 14, 6, 4, 16, 28, 24, 16, 7, 2, 27, 14, 23, 13, 10, 24, 2, 26, 4, 7, 9, 14, 25]
=============================test60=============================
59750
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[29, 12, 0, 11, 17, 18, 22, 16, 7, 27, 27, 25, 3, 28, 14, 0, 0, 23, 7, 2, 10, 24, 12, 15, 22, 28, 18, 9, 28, 17, 7, 16, 1, 27, 7, 22, 18, 5, 9, 0, 9, 28, 16, 12, 17, 23, 11, 13, 1, 26, 9, 12, 5, 6, 14, 19, 2, 26, 0, 23, 21, 18, 7, 4, 1, 4, 28, 18, 19, 20, 20, 17, 10, 0, 25, 21, 29, 1, 26, 28, 21, 14, 20, 21, 29, 9, 16, 1, 8, 19, 28, 27, 3, 2, 11, 20, 9, 1, 5, 25, 12, 11, 22, 28, 19, 2, 29, 3, 3, 20, 3, 22, 18, 0, 16, 27, 14, 12, 6, 22, 8, 5, 19, 24, 0, 14, 20, 24, 20, 11, 13, 15, 6, 7, 27, 16, 21, 15, 28, 1, 28, 8, 5, 15, 15, 20, 8, 1, 14, 26, 0, 0, 29, 29, 12, 28, 8, 21, 4, 13, 29, 15, 15, 18, 29, 18, 21, 16, 18, 13, 11, 9, 19, 7, 1, 28, 21, 21, 5, 19, 19, 23, 15, 25, 12, 5, 0, 29, 4, 24, 11, 23, 16, 18, 21, 24, 4, 19, 13, 21]
=============================test61=============================
68940
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[16, 18, 0, 4, 24, 6, 16, 2, 12, 4, 22, 20, 6, 7, 23, 24, 8, 5, 16, 25, 21, 21, 16, 5, 18, 27, 11, 15, 9, 14, 8, 11, 23, 28, 29, 14, 10, 23, 21, 0, 21, 23, 13, 3, 26, 12, 15, 0, 25, 22, 10, 6, 2, 19, 12, 23, 17, 1, 19, 28, 13, 26, 19, 13, 12, 29, 6, 19, 15, 20, 11, 18, 28, 27, 7, 0, 28, 20, 17, 13, 6, 6, 8, 16, 17, 8, 2, 27, 22, 24, 9, 21, 16, 6, 20, 16, 27, 25, 21, 0, 12, 7, 27, 3, 28, 19, 7, 28, 2, 13, 25, 11, 25, 18, 9, 3, 18, 21, 7, 14, 15, 28, 27, 13, 14, 4, 11, 9, 6, 4, 22, 18, 12, 12, 29, 21, 0, 26, 19, 20, 23, 12, 1, 17, 3, 16, 6, 4, 15, 8, 11, 18, 20, 28, 19, 0, 11, 21, 24, 2, 5, 11, 11, 11, 9, 10, 28, 18, 1, 17, 23, 22, 24, 22, 8, 15, 4, 23, 25, 16, 27, 3, 5, 27, 18, 17, 4, 24, 23, 22, 25, 26, 8, 29, 22, 13, 7, 23, 20, 22]
=============================test62=============================
89042
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[19, 14, 18, 5, 24, 8, 18, 3, 18, 19, 5, 8, 21, 10, 21, 3, 23, 22, 25, 7, 27, 9, 3, 20, 14, 5, 13, 14, 2, 1, 29, 14, 0, 23, 18, 15, 23, 13, 15, 24, 12, 16, 8, 12, 4, 28, 11, 8, 14, 20, 11, 10, 18, 28, 12, 5, 17, 3, 24, 24, 27, 14, 18, 18, 8, 21, 5, 29, 14, 20, 29, 7, 6, 5, 3, 11, 22, 4, 22, 25, 26, 3, 3, 29, 22, 12, 10, 9, 22, 20, 17, 29, 5, 22, 27, 27, 20, 12, 9, 29, 21, 25, 26, 0, 4, 28, 3, 10, 7, 0, 21, 14, 0, 8, 13, 29, 12, 18, 27, 27, 26, 19, 21, 2, 19, 18, 16, 20, 23, 13, 10, 19, 13, 25, 12, 13, 17, 19, 19, 9, 24, 17, 8, 20, 21, 20, 1, 16, 22, 15, 23, 28, 9, 13, 28, 18, 8, 15, 16, 25, 8, 27, 11, 3, 16, 10, 18, 8, 18, 15, 21, 3, 16, 0, 0, 24, 2, 15, 17, 0, 9, 26, 29, 15, 2, 29, 6, 24, 9, 26, 26, 18, 10, 28, 27, 9, 15, 17, 25, 18]
=============================test63=============================
74369
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[25, 27, 29, 8, 23, 14, 19, 10, 19, 14, 25, 15, 7, 9, 1, 20, 6, 26, 19, 12, 29, 18, 2, 23, 4, 4, 9, 2, 5, 23, 9, 17, 23, 10, 2, 6, 11, 8, 4, 4, 18, 23, 10, 17, 6, 12, 7, 17, 10, 19, 25, 9, 25, 29, 14, 3, 0, 26, 21, 13, 16, 10, 13, 20, 11, 9, 2, 10, 6, 5, 1, 22, 24, 23, 0, 14, 25, 0, 20, 2, 19, 2, 24, 16, 21, 3, 22, 22, 17, 28, 21, 23, 9, 14, 4, 17, 17, 25, 7, 6, 28, 19, 16, 12, 16, 13, 19, 6, 16, 12, 16, 15, 13, 15, 29, 28, 25, 25, 17, 22, 9, 11, 23, 17, 18, 18, 11, 27, 21, 6, 21, 4, 3, 2, 29, 7, 9, 11, 26, 22, 29, 2, 12, 6, 12, 23, 1, 25, 7, 27, 27, 16, 13, 21, 14, 3, 4, 16, 23, 16, 12, 7, 18, 10, 18, 13, 22, 8, 15, 25, 2, 6, 16, 20, 28, 24, 9, 28, 27, 9, 21, 10, 29, 13, 21, 28, 15, 16, 0, 6, 19, 2, 17, 1, 16, 8, 27, 28, 11, 14]
=============================test64=============================
60365
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[22, 5, 24, 8, 0, 13, 29, 9, 7, 19, 4, 2, 12, 14, 12, 19, 9, 21, 18, 20, 28, 15, 22, 12, 6, 16, 3, 0, 12, 0, 2, 9, 29, 13, 21, 15, 19, 8, 7, 6, 2, 17, 11, 26, 14, 19, 10, 29, 29, 5, 23, 15, 15, 5, 11, 19, 0, 11, 29, 5, 2, 3, 0, 7, 6, 20, 12, 24, 16, 29, 15, 11, 15, 7, 7, 10, 4, 25, 29, 29, 20, 1, 7, 1, 18, 9, 2, 10, 28, 16, 24, 28, 24, 18, 27, 15, 17, 5, 20, 8, 2, 2, 5, 11, 5, 26, 28, 4, 6, 23, 15, 12, 19, 21, 0, 27, 25, 16, 18, 28, 16, 14, 24, 21, 0, 0, 22, 17, 27, 27, 5, 13, 20, 1, 6, 17, 25, 9, 20, 10, 26, 13, 28, 14, 8, 21, 0, 3, 16, 10, 14, 16, 18, 14, 28, 4, 25, 29, 2, 14, 23, 3, 22, 3, 29, 28, 19, 14, 14, 18, 24, 9, 14, 9, 24, 6, 7, 20, 18, 5, 6, 1, 8, 25, 22, 12, 16, 8, 3, 25, 15, 20, 29, 1, 28, 4, 17, 26, 11, 25]
=============================test65=============================
69375
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[5, 2, 27, 7, 17, 14, 9, 9, 1, 24, 8, 11, 22, 1, 27, 7, 13, 8, 26, 26, 25, 16, 27, 18, 23, 2, 27, 10, 5, 18, 26, 7, 20, 29, 21, 0, 5, 12, 18, 17, 5, 4, 10, 22, 25, 28, 1, 28, 16, 17, 14, 20, 6, 10, 0, 2, 12, 11, 3, 20, 20, 11, 11, 19, 17, 21, 7, 12, 20, 11, 19, 16, 4, 1, 18, 18, 16, 20, 21, 19, 11, 22, 24, 11, 19, 0, 29, 18, 7, 18, 6, 21, 23, 5, 9, 8, 0, 7, 2, 9, 21, 19, 18, 5, 11, 1, 9, 10, 8, 17, 10, 20, 0, 28, 20, 9, 26, 15, 5, 4, 11, 29, 12, 24, 15, 16, 4, 25, 13, 17, 3, 19, 2, 11, 27, 14, 14, 29, 5, 18, 13, 23, 15, 0, 3, 9, 4, 7, 12, 9, 20, 16, 13, 3, 14, 23, 1, 7, 5, 7, 28, 6, 19, 27, 0, 22, 10, 29, 9, 20, 23, 5, 5, 12, 4, 23, 29, 11, 25, 9, 25, 26, 12, 20, 0, 3, 6, 1, 17, 28, 14, 3, 13, 4, 0, 3, 10, 21, 29, 8]
=============================test66=============================
89088
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[8, 23, 14, 20, 16, 8, 9, 17, 21, 4, 12, 13, 21, 23, 11, 21, 0, 6, 15, 9, 3, 26, 2, 6, 25, 14, 24, 28, 8, 2, 3, 7, 26, 29, 4, 1, 1, 10, 19, 12, 0, 23, 28, 1, 12, 26, 11, 29, 4, 11, 14, 29, 20, 1, 0, 15, 23, 15, 11, 5, 29, 28, 29, 25, 19, 20, 29, 13, 5, 19, 21, 29, 18, 3, 22, 8, 3, 24, 16, 1, 15, 19, 17, 26, 18, 10, 2, 15, 5, 28, 14, 16, 25, 4, 19, 3, 7, 6, 14, 7, 10, 21, 22, 12, 9, 7, 19, 22, 6, 13, 14, 5, 9, 4, 25, 1, 28, 29, 0, 7, 7, 18, 17, 4, 17, 6, 13, 7, 20, 26, 4, 14, 3, 9, 19, 10, 13, 8, 22, 3, 15, 4, 8, 10, 28, 24, 5, 29, 23, 2, 14, 17, 26, 21, 4, 23, 22, 19, 18, 17, 14, 10, 8, 17, 23, 24, 12, 17, 15, 12, 25, 23, 0, 25, 22, 26, 6, 15, 23, 16, 2, 20, 22, 24, 29, 12, 13, 13, 16, 29, 27, 6, 21, 29, 18, 13, 4, 17, 14, 28]
=============================test68=============================
59267
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[25, 21, 27, 25, 4, 18, 25, 28, 25, 0, 9, 4, 14, 24, 12, 2, 1, 9, 23, 29, 17, 5, 4, 0, 7, 1, 6, 3, 27, 2, 23, 9, 5, 21, 4, 28, 24, 15, 9, 10, 16, 27, 0, 5, 0, 15, 0, 27, 26, 29, 27, 3, 19, 17, 12, 7, 22, 9, 13, 4, 16, 22, 23, 2, 13, 22, 20, 22, 8, 21, 27, 4, 2, 5, 2, 8, 23, 20, 26, 21, 12, 5, 19, 9, 14, 16, 13, 5, 14, 26, 26, 23, 21, 26, 15, 11, 21, 20, 0, 21, 17, 2, 15, 11, 19, 14, 12, 10, 18, 27, 23, 28, 25, 3, 8, 23, 16, 3, 29, 6, 16, 9, 2, 12, 16, 7, 8, 29, 27, 6, 6, 2, 9, 0, 5, 19, 16, 26, 13, 22, 17, 5, 4, 19, 21, 20, 9, 7, 27, 18, 8, 6, 28, 3, 5, 0, 10, 18, 1, 9, 11, 28, 3, 29, 3, 21, 5, 23, 1, 28, 29, 28, 0, 0, 6, 28, 19, 26, 13, 29, 2, 2, 27, 4, 11, 27, 18, 24, 29, 1, 11, 26, 16, 16, 6, 20, 25, 13, 27, 5]
=============================test69=============================
68875
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[14, 7, 21, 25, 4, 10, 17, 13, 24, 12, 4, 13, 3, 16, 25, 0, 4, 8, 22, 0, 5, 18, 22, 14, 10, 24, 7, 8, 23, 1, 2, 13, 8, 7, 21, 9, 5, 20, 0, 4, 7, 16, 21, 8, 20, 3, 3, 26, 5, 20, 2, 8, 20, 18, 14, 6, 21, 29, 13, 19, 21, 27, 3, 0, 12, 16, 8, 22, 22, 21, 28, 21, 11, 4, 18, 11, 1, 6, 20, 21, 8, 28, 26, 13, 27, 8, 1, 0, 17, 22, 12, 12, 6, 27, 29, 1, 19, 18, 19, 26, 8, 4, 24, 28, 3, 10, 22, 10, 0, 6, 20, 13, 21, 13, 6, 14, 16, 6, 18, 7, 4, 5, 6, 24, 4, 6, 20, 21, 29, 19, 3, 9, 18, 1, 16, 5, 7, 4, 5, 19, 25, 9, 0, 23, 10, 16, 9, 2, 9, 9, 13, 25, 1, 18, 17, 3, 26, 3, 19, 24, 9, 10, 8, 12, 24, 2, 24, 22, 2, 16, 1, 18, 3, 6, 9, 19, 8, 0, 24, 21, 16, 20, 10, 0, 2, 5, 12, 21, 24, 29, 22, 27, 29, 19, 29, 14, 7, 5, 27, 19]
=============================test70=============================
89563
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[5, 22, 15, 3, 21, 13, 28, 17, 19, 29, 20, 4, 25, 19, 18, 7, 2, 18, 21, 5, 20, 26, 17, 16, 8, 19, 26, 28, 28, 19, 18, 21, 22, 6, 17, 18, 22, 20, 10, 20, 20, 5, 20, 22, 4, 13, 29, 4, 0, 6, 9, 27, 29, 7, 16, 5, 1, 11, 18, 6, 26, 9, 14, 6, 7, 21, 22, 15, 4, 17, 25, 17, 10, 2, 14, 7, 22, 5, 6, 9, 6, 16, 21, 5, 27, 12, 23, 3, 4, 27, 19, 8, 1, 24, 17, 27, 27, 7, 27, 15, 13, 22, 4, 21, 18, 3, 8, 4, 16, 24, 0, 12, 25, 25, 12, 19, 17, 21, 15, 2, 25, 8, 11, 13, 6, 7, 2, 11, 17, 13, 0, 13, 10, 7, 2, 16, 4, 18, 9, 27, 3, 24, 20, 3, 14, 1, 29, 28, 10, 12, 1, 3, 1, 7, 5, 22, 20, 22, 22, 13, 3, 22, 12, 21, 19, 18, 12, 27, 22, 17, 13, 10, 25, 23, 8, 10, 11, 12, 26, 21, 11, 29, 9, 29, 6, 9, 0, 10, 13, 13, 19, 5, 14, 17, 25, 27, 1, 22, 8, 1]
=============================test71=============================
74555
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[3, 7, 24, 15, 13, 5, 3, 19, 1, 3, 12, 22, 7, 14, 11, 1, 3, 12, 17, 14, 18, 1, 2, 7, 14, 27, 12, 22, 17, 24, 20, 18, 10, 12, 12, 26, 1, 23, 8, 24, 1, 7, 6, 6, 27, 4, 11, 4, 19, 17, 15, 23, 11, 24, 4, 27, 27, 24, 4, 23, 8, 24, 13, 15, 15, 5, 19, 14, 21, 21, 22, 23, 14, 29, 1, 4, 22, 28, 13, 7, 22, 28, 26, 0, 23, 4, 8, 10, 24, 13, 28, 0, 14, 18, 11, 19, 5, 11, 8, 5, 18, 11, 5, 24, 22, 19, 3, 24, 22, 6, 24, 25, 24, 24, 9, 9, 25, 27, 23, 15, 22, 23, 13, 28, 5, 6, 5, 0, 28, 24, 2, 13, 23, 3, 17, 17, 4, 28, 16, 17, 8, 2, 18, 11, 8, 15, 15, 29, 13, 27, 13, 29, 2, 19, 13, 21, 14, 23, 10, 29, 13, 27, 15, 11, 29, 11, 3, 6, 18, 13, 26, 5, 16, 2, 12, 5, 18, 9, 0, 27, 24, 9, 3, 26, 2, 17, 2, 1, 10, 18, 16, 28, 0, 11, 14, 0, 6, 23, 2, 12]

4. 模拟退火算法

4.1 算法框架

模拟退火算法和局部最优算法类似， 只是模拟退火算法有一定的概率接受差解

算法流程如下

• （1）设置初温T0， 停止温度Tmin
• （2）以贪心算法的解为最初的可行解， 当做最优解
• （3）从初始解开始生成邻居解， 如果邻居解比最优解好，则更改最优解， 如果差则以一定的概率接受解
• （4）生成解 迭代1000次后进入第（5）步
• 进行降温操作 如果温度没有降低到Tmin,则进入到（3），否则退出输出最优解

4.2 关键代码和注释

这是模拟退火的流程， 这次生成解的函数是和局部搜索的函数相同

 #设置初始参数
    T0 = 1000
    Tmin = 1
    eta = 0.95
    #生成初始解 此解是贪心算法得到的
    tmp = greedSingle()

    bestCost = tmp[0]
    bestFactoryOpen = tmp[1]
    bestValueAssign = tmp[2]
    capacity_copy = capacity.copy()

    #因为进行贪心算法之后 全局数据发送了污染 所以要重新读取数据
    ReadData(i)
    t = T0

    while(t >= Tmin):

        #进行1000次生成新解的函数
        for j in range(1000):
            # 生成局部新解
            tmp1 = produce_local_search_solution(bestFactoryOpen, bestValueAssign, capacity_copy)

            # 如果新解优于原先解 则进行更新
            # 否则以一定的概率接受新解
            costDiffence = tmp1[0] - bestCost

            if tmp1[0] < bestCost or np.exp(-costDiffence/(t))>np.random.rand():

                bestCost = tmp1[0]
                bestFactoryOpen = tmp1[1]
                bestValueAssign = tmp1[2]
                capacity_copy = tmp1[3]

        t = eta*t
    #打印结果
    print (bestCost)

    print (bestFactoryOpen)

    print (bestValueAssign)

    return bestCost

4.3 算法结果

4.3.0 退火速率

4.3.1 结果表

-	模拟退火cost	模拟退火 time(s)
p1	13769	2.656587
p2	11466	2.641850
p3	14727	2.667020
p4	16584	2.852294
p5	15663	3.088868
p6	14574	3.065171
p7	16591	3.149880
p8	18325	3.218644
p9	14532	2.296108
p10	13365	2.258312
p11	14302	2.376785
p12	17423	2.471864
p13	18987	2.823275
p14	16537	2.651768
p15	19149	2.624019
p16	22386	2.613067
p17	18924	2.832877
p18	16436	2.843060
p19	20099	2.653470
p20	22959	2.621644
p21	18402	2.483836
p22	16259	2.471129
p23	19784	2.436823
p24	23242	2.480293
p25	32878	4.742827
p26	29553	5.012122
p27	36043	5.101242
p28	41920	4.633053
p29	31933	4.437649
p30	29027	4.481081
p31	35778	5.907061
p32	41484	4.662687
p33	33539	4.742150
p34	29768	4.578903
p35	36035	4.707220
p36	41515	4.441839
p37	33301	4.639021
p38	29845	5.087751
p39	35394	5.377422
p40	40584	5.604045
p41	5442	3.724595
p42	13317	3.209031
p43	13865	3.123259
p44	5943	3.532807
p45	12521	3.153406
p46	16609	3.366062
p47	5062	3.812164
p48	9421	3.516839
p49	11845	3.131725
p50	6345	3.685108
p51	11575	4.196008
p52	10671	3.930527
p53	15839	4.120759
p54	7229	4.266769
p55	11748	3.726715
p56	59824	5.849333
p57	68007	6.136020
p58	87489	5.713861
p59	74406	5.884807
p60	59233	5.341070
p61	67598	5.435954
p62	88646	5.310712
p63	74016	5.395750
p64	59057	5.307251
p65	68004	5.295937
p66	86777	5.286841
p68	59149	5.435258
p69	68575	5.343042
p70	89383	5.425940
p71	74436	5.361859

4.3.2 解决方案

=============================test1=============================
13761
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[5, 0, 9, 8, 9, 1, 4, 0, 9, 3, 5, 4, 0, 3, 4, 3, 4, 0, 4, 3, 1, 6, 0, 7, 6, 3, 5, 6, 9, 3, 7, 4, 4, 5, 7, 2, 9, 6, 6, 8, 4, 8, 0, 6, 2, 8, 1, 7, 9, 0]
=============================test2=============================
12596
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[2, 8, 7, 6, 6, 3, 4, 9, 4, 4, 3, 0, 6, 6, 4, 9, 8, 3, 7, 3, 0, 9, 9, 5, 7, 9, 3, 3, 5, 1, 0, 2, 8, 6, 2, 3, 5, 2, 1, 2, 7, 7, 8, 1, 0, 7, 5, 0, 2, 9]
=============================test3=============================
13499
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[4, 2, 2, 7, 2, 4, 4, 0, 3, 4, 3, 0, 9, 0, 3, 6, 5, 9, 4, 0, 3, 0, 7, 9, 1, 6, 4, 4, 4, 9, 9, 7, 7, 5, 8, 2, 9, 5, 9, 0, 5, 1, 8, 5, 1, 6, 2, 5, 0, 9]
=============================test4=============================
15377
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[3, 9, 4, 1, 6, 9, 5, 4, 8, 2, 9, 4, 1, 3, 8, 9, 5, 9, 7, 9, 1, 8, 4, 2, 9, 9, 4, 2, 2, 9, 4, 2, 0, 2, 5, 4, 5, 3, 7, 2, 8, 7, 6, 9, 8, 1, 7, 0, 5, 4]
=============================test5=============================
15958
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[4, 1, 2, 1, 4, 7, 0, 8, 6, 4, 2, 0, 3, 9, 9, 5, 0, 1, 4, 9, 8, 8, 5, 7, 7, 7, 6, 6, 3, 1, 8, 0, 2, 9, 2, 8, 0, 6, 4, 4, 5, 1, 2, 1, 3, 6, 9, 2, 6, 2]
=============================test6=============================
14076
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[1, 4, 8, 9, 4, 8, 7, 4, 7, 6, 5, 8, 4, 1, 5, 9, 6, 4, 5, 7, 2, 9, 8, 7, 6, 0, 2, 6, 3, 2, 9, 3, 1, 5, 0, 3, 9, 5, 1, 4, 2, 0, 4, 2, 4, 0, 0, 6, 3, 3]
=============================test7=============================
16329
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[6, 6, 0, 6, 2, 4, 5, 5, 4, 9, 3, 8, 0, 8, 8, 0, 8, 3, 7, 9, 1, 7, 4, 3, 4, 7, 4, 9, 6, 2, 5, 6, 4, 1, 7, 1, 9, 5, 6, 8, 2, 9, 5, 8, 9, 2, 1, 5, 9, 4]
=============================test8=============================
18000
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[7, 5, 4, 8, 8, 9, 3, 4, 5, 4, 5, 2, 8, 8, 3, 6, 2, 2, 9, 0, 7, 2, 1, 6, 1, 9, 8, 5, 2, 8, 9, 5, 6, 6, 0, 3, 1, 2, 0, 6, 7, 1, 3, 0, 6, 3, 0, 4, 7, 9]
=============================test9=============================
14603
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[4, 9, 2, 8, 6, 8, 5, 4, 2, 1, 5, 9, 0, 2, 3, 3, 8, 3, 2, 2, 6, 2, 4, 6, 9, 3, 9, 6, 9, 0, 5, 4, 2, 8, 1, 3, 4, 1, 4, 4, 0, 0, 6, 9, 7, 4, 3, 3, 8, 0]
=============================test10=============================
12741
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[6, 4, 9, 0, 7, 9, 3, 6, 9, 2, 6, 9, 9, 7, 6, 8, 6, 9, 7, 1, 8, 4, 9, 5, 4, 2, 2, 6, 8, 6, 1, 7, 0, 9, 5, 6, 5, 5, 8, 5, 3, 3, 7, 4, 9, 1, 0, 0, 5, 4]
=============================test11=============================
14778
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[8, 1, 3, 4, 7, 5, 6, 8, 9, 7, 6, 1, 2, 0, 5, 6, 9, 5, 6, 7, 7, 5, 6, 2, 0, 3, 9, 3, 3, 3, 5, 6, 1, 6, 5, 9, 2, 3, 5, 3, 9, 0, 5, 0, 3, 3, 2, 6, 4, 8]
=============================test12=============================
16676
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[1, 3, 9, 9, 0, 2, 5, 7, 5, 1, 4, 8, 4, 3, 7, 4, 3, 3, 0, 2, 7, 0, 6, 0, 8, 3, 0, 0, 8, 5, 9, 2, 8, 6, 3, 5, 6, 5, 6, 1, 5, 6, 9, 6, 8, 2, 2, 2, 8, 3]
=============================test13=============================
19392
[1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[1, 19, 17, 4, 11, 8, 10, 0, 8, 5, 3, 4, 5, 17, 5, 17, 6, 0, 16, 3, 1, 1, 17, 18, 3, 12, 8, 13, 15, 7, 11, 10, 8, 0, 14, 2, 1, 7, 4, 12, 12, 0, 5, 17, 12, 1, 5, 3, 14, 16]
=============================test14=============================
16115
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[11, 17, 19, 6, 10, 3, 19, 4, 4, 2, 13, 3, 4, 1, 0, 19, 17, 10, 18, 7, 15, 1, 9, 14, 7, 9, 0, 7, 19, 0, 11, 16, 17, 5, 10, 13, 6, 17, 2, 12, 0, 11, 9, 15, 0, 16, 2, 8, 4, 15]
=============================test15=============================
19720
[0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 1, 1, 1]
[13, 1, 18, 2, 7, 19, 3, 3, 10, 14, 11, 19, 8, 10, 9, 17, 18, 10, 4, 1, 5, 19, 13, 16, 18, 2, 13, 10, 3, 5, 3, 9, 10, 1, 3, 3, 17, 4, 19, 1, 12, 19, 6, 3, 14, 2, 9, 6, 6, 5]
=============================test16=============================
22862
[1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[4, 16, 10, 18, 13, 1, 7, 19, 16, 6, 5, 9, 6, 1, 9, 19, 17, 5, 19, 7, 17, 0, 1, 17, 2, 15, 4, 18, 4, 1, 14, 10, 11, 3, 5, 3, 12, 1, 12, 14, 12, 10, 15, 2, 12, 14, 4, 3, 15, 10]
=============================test17=============================
19362
[1, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[8, 4, 0, 0, 13, 15, 9, 6, 13, 8, 6, 17, 7, 12, 6, 16, 17, 12, 5, 15, 13, 5, 17, 2, 11, 17, 17, 10, 9, 4, 5, 7, 5, 16, 19, 9, 18, 8, 8, 3, 6, 11, 13, 2, 2, 4, 14, 16, 8, 11]
=============================test18=============================
15077
[1, 1, 1, 1, 1, 1, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[7, 9, 3, 12, 11, 7, 14, 3, 17, 11, 12, 18, 4, 7, 7, 2, 2, 1, 1, 2, 10, 5, 13, 17, 19, 3, 12, 15, 10, 12, 9, 3, 1, 0, 15, 10, 5, 19, 1, 8, 14, 17, 12, 19, 4, 16, 7, 10, 18, 2]
=============================test19=============================
20357
[1, 1, 1, 0, 1, 1, 1, 0, 1, 1, 1, 0, 1, 1, 1, 1, 1, 1, 1, 1]
[9, 14, 9, 17, 1, 18, 10, 17, 13, 1, 18, 15, 2, 17, 18, 12, 19, 4, 12, 2, 6, 18, 14, 5, 2, 9, 12, 8, 15, 14, 0, 17, 14, 10, 5, 14, 2, 16, 17, 1, 16, 8, 17, 19, 2, 2, 18, 4, 19, 16]
=============================test20=============================
22761
[1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[1, 3, 19, 14, 15, 13, 0, 7, 17, 19, 10, 14, 11, 5, 19, 5, 7, 11, 18, 5, 11, 4, 8, 11, 16, 2, 12, 8, 18, 1, 16, 16, 12, 2, 16, 0, 1, 4, 4, 15, 5, 12, 5, 16, 6, 4, 0, 0, 5, 6]
=============================test21=============================
19047
[1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 1]
[19, 5, 2, 14, 10, 4, 15, 2, 5, 0, 14, 19, 7, 0, 9, 0, 16, 12, 9, 5, 11, 12, 13, 7, 14, 4, 5, 5, 11, 13, 4, 13, 5, 18, 3, 7, 4, 14, 12, 10, 0, 12, 6, 19, 9, 1, 16, 12, 10, 12]
=============================test22=============================
16484
[1, 1, 1, 1, 1, 1, 1, 0, 1, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[11, 19, 19, 18, 10, 18, 17, 12, 1, 4, 6, 6, 12, 19, 8, 12, 2, 1, 12, 12, 17, 5, 1, 2, 5, 8, 19, 6, 19, 1, 5, 17, 17, 5, 8, 3, 13, 3, 12, 18, 3, 4, 16, 0, 12, 15, 4, 14, 18, 2]
=============================test23=============================
18914
[1, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[6, 15, 18, 17, 12, 13, 10, 10, 12, 7, 0, 8, 2, 19, 5, 0, 16, 9, 18, 0, 13, 16, 2, 17, 18, 2, 5, 14, 10, 11, 3, 13, 6, 16, 2, 16, 12, 13, 9, 4, 2, 19, 16, 6, 19, 2, 0, 5, 14, 16]
=============================test24=============================
22617
[1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1]
[5, 12, 15, 7, 19, 17, 2, 16, 4, 13, 6, 12, 17, 6, 16, 5, 17, 12, 4, 4, 14, 1, 6, 6, 7, 2, 12, 0, 7, 15, 12, 7, 18, 1, 7, 14, 7, 5, 4, 12, 4, 9, 18, 6, 4, 2, 1, 0, 2, 3]
=============================test25=============================
32887
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[27, 17, 12, 0, 11, 23, 21, 12, 28, 12, 11, 20, 17, 23, 10, 2, 10, 10, 4, 23, 5, 26, 20, 3, 2, 25, 12, 3, 22, 4, 14, 17, 5, 18, 11, 5, 21, 29, 24, 0, 4, 9, 11, 9, 14, 4, 12, 1, 16, 9, 29, 24, 23, 0, 26, 5, 8, 19, 10, 7, 29, 26, 17, 6, 25, 14, 18, 20, 22, 15, 28, 18, 21, 22, 0, 15, 19, 23, 23, 24, 17, 23, 9, 8, 16, 2, 19, 19, 9, 17, 20, 19, 7, 5, 26, 15, 5, 22, 21, 1, 9, 13, 26, 10, 10, 3, 26, 5, 3, 16, 9, 28, 2, 11, 3, 11, 2, 25, 15, 4, 13, 0, 23, 19, 14, 17, 7, 27, 16, 19, 24, 23, 9, 11, 27, 12, 24, 16, 7, 5, 17, 15, 26, 25, 15, 8, 25, 20, 0, 6]
=============================test26=============================
29949
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[2, 26, 21, 2, 24, 10, 25, 1, 21, 6, 23, 14, 5, 16, 16, 9, 7, 11, 24, 10, 15, 9, 21, 9, 17, 26, 3, 25, 3, 8, 29, 17, 20, 19, 17, 19, 23, 15, 24, 8, 13, 15, 20, 1, 9, 21, 6, 17, 2, 8, 24, 22, 14, 24, 12, 12, 27, 22, 12, 19, 3, 16, 28, 25, 25, 4, 6, 9, 10, 16, 26, 3, 22, 18, 9, 26, 1, 6, 14, 24, 22, 17, 9, 24, 7, 7, 4, 6, 20, 1, 1, 23, 2, 9, 20, 24, 13, 16, 11, 10, 16, 6, 4, 4, 9, 7, 28, 28, 7, 8, 18, 27, 3, 22, 25, 2, 5, 11, 17, 10, 9, 2, 0, 24, 10, 11, 14, 1, 3, 20, 18, 27, 28, 6, 28, 3, 12, 16, 19, 17, 15, 19, 17, 2, 1, 25, 17, 21, 24, 6]
=============================test27=============================
35704
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[14, 0, 27, 3, 2, 20, 1, 23, 2, 1, 6, 11, 7, 18, 5, 10, 7, 27, 19, 28, 4, 14, 10, 24, 10, 25, 17, 1, 13, 29, 8, 16, 12, 11, 3, 11, 16, 4, 12, 29, 13, 12, 27, 22, 0, 27, 26, 4, 10, 24, 22, 28, 20, 20, 24, 27, 22, 4, 23, 22, 8, 2, 17, 27, 18, 18, 5, 8, 2, 15, 7, 28, 10, 14, 15, 3, 17, 28, 28, 8, 25, 29, 16, 0, 25, 24, 0, 0, 25, 6, 6, 22, 18, 1, 3, 17, 17, 22, 16, 0, 19, 28, 9, 24, 12, 27, 17, 22, 21, 19, 0, 19, 5, 9, 29, 4, 14, 13, 27, 14, 11, 1, 13, 13, 10, 26, 12, 29, 24, 6, 17, 7, 2, 4, 17, 18, 16, 6, 29, 7, 17, 8, 18, 27, 9, 18, 26, 21, 15, 12]
=============================test28=============================
40993
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[4, 16, 26, 16, 6, 27, 19, 22, 13, 4, 23, 16, 7, 11, 2, 15, 16, 29, 25, 12, 28, 29, 22, 6, 11, 13, 18, 6, 11, 15, 11, 14, 15, 24, 24, 23, 2, 15, 4, 11, 11, 7, 21, 7, 9, 19, 11, 27, 22, 22, 10, 14, 1, 1, 13, 22, 28, 17, 20, 24, 25, 26, 13, 8, 18, 26, 9, 4, 22, 12, 5, 2, 6, 10, 1, 16, 16, 7, 4, 23, 4, 26, 16, 16, 19, 12, 27, 28, 10, 3, 28, 8, 24, 13, 21, 19, 9, 16, 21, 26, 15, 24, 9, 27, 16, 14, 7, 5, 23, 16, 26, 25, 18, 14, 6, 11, 16, 5, 17, 22, 20, 10, 27, 28, 3, 0, 6, 2, 6, 15, 27, 19, 19, 17, 3, 13, 21, 10, 25, 11, 2, 25, 20, 9, 15, 18, 11, 7, 16, 2]
=============================test29=============================
32913
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[6, 10, 26, 15, 7, 2, 15, 1, 13, 15, 29, 5, 15, 29, 28, 2, 8, 24, 28, 24, 0, 4, 16, 21, 7, 26, 21, 19, 27, 29, 18, 8, 18, 26, 1, 13, 21, 6, 17, 15, 28, 24, 10, 3, 26, 11, 10, 16, 25, 26, 9, 7, 26, 12, 16, 14, 13, 5, 22, 22, 19, 3, 20, 13, 24, 23, 23, 14, 29, 8, 24, 1, 28, 0, 10, 6, 21, 6, 22, 14, 19, 24, 9, 23, 3, 21, 16, 15, 24, 12, 28, 20, 11, 9, 16, 16, 22, 17, 25, 15, 6, 10, 5, 0, 28, 15, 16, 19, 12, 4, 13, 7, 25, 1, 21, 25, 14, 23, 7, 13, 13, 21, 14, 20, 0, 11, 20, 7, 3, 0, 28, 16, 3, 11, 26, 3, 1, 17, 25, 9, 21, 7, 7, 28, 8, 17, 27, 9, 25, 1]
=============================test30=============================
29874
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[29, 4, 4, 3, 7, 0, 20, 15, 29, 21, 29, 20, 0, 29, 27, 26, 25, 2, 25, 1, 24, 21, 11, 15, 21, 21, 8, 17, 5, 4, 27, 5, 25, 23, 0, 12, 14, 1, 3, 26, 4, 1, 5, 2, 24, 1, 0, 23, 13, 29, 10, 10, 18, 29, 5, 9, 16, 5, 9, 8, 24, 13, 26, 27, 18, 25, 15, 15, 5, 28, 6, 11, 11, 18, 11, 28, 14, 6, 9, 21, 14, 23, 25, 12, 22, 27, 26, 0, 22, 18, 14, 26, 28, 24, 12, 19, 8, 26, 3, 13, 22, 25, 1, 9, 24, 26, 10, 7, 12, 17, 14, 19, 13, 14, 19, 16, 3, 29, 13, 11, 22, 22, 2, 20, 19, 11, 2, 20, 23, 23, 28, 7, 1, 7, 21, 4, 11, 26, 21, 16, 21, 21, 3, 17, 8, 28, 0, 16, 7, 1]
=============================test31=============================
35833
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[1, 14, 3, 21, 29, 11, 1, 16, 3, 7, 29, 25, 28, 9, 1, 0, 25, 3, 10, 17, 27, 17, 17, 15, 8, 5, 4, 24, 16, 25, 13, 21, 5, 0, 5, 4, 1, 20, 21, 22, 7, 0, 2, 26, 1, 24, 6, 29, 29, 25, 6, 4, 8, 28, 8, 29, 27, 7, 29, 3, 26, 19, 2, 12, 13, 23, 16, 20, 14, 1, 11, 24, 9, 16, 9, 23, 17, 6, 17, 17, 4, 0, 17, 17, 24, 3, 10, 13, 23, 10, 13, 26, 10, 4, 10, 14, 13, 18, 14, 9, 17, 0, 26, 23, 27, 1, 11, 17, 9, 0, 6, 7, 19, 11, 29, 7, 15, 17, 20, 15, 12, 7, 17, 21, 5, 13, 28, 22, 25, 16, 17, 14, 18, 3, 11, 13, 25, 7, 11, 7, 4, 20, 6, 18, 27, 3, 27, 25, 17, 15]
=============================test32=============================
41558
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[0, 8, 26, 18, 3, 24, 14, 16, 10, 28, 10, 27, 6, 8, 25, 17, 23, 11, 17, 9, 11, 21, 27, 28, 16, 1, 15, 14, 4, 26, 19, 28, 16, 13, 11, 10, 19, 21, 2, 17, 26, 2, 25, 19, 22, 10, 7, 23, 27, 2, 16, 15, 18, 19, 21, 23, 29, 3, 2, 25, 0, 1, 3, 5, 9, 25, 12, 26, 15, 8, 28, 2, 11, 19, 11, 24, 20, 29, 6, 17, 14, 1, 22, 28, 2, 4, 17, 10, 17, 24, 21, 13, 18, 17, 8, 26, 29, 1, 21, 11, 27, 23, 25, 21, 7, 18, 18, 10, 25, 9, 18, 3, 6, 8, 7, 23, 21, 22, 1, 2, 23, 21, 3, 16, 25, 29, 25, 28, 7, 3, 27, 10, 17, 12, 21, 26, 19, 19, 17, 20, 29, 22, 8, 18, 24, 9, 28, 23, 2, 15]
=============================test33=============================
33333
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[17, 10, 24, 4, 2, 20, 25, 23, 20, 22, 18, 21, 11, 4, 7, 10, 13, 27, 1, 12, 1, 10, 9, 17, 13, 23, 1, 8, 10, 27, 12, 26, 26, 28, 4, 2, 0, 6, 25, 25, 7, 25, 0, 21, 3, 11, 23, 5, 29, 26, 5, 9, 15, 2, 19, 23, 3, 9, 16, 21, 8, 13, 11, 8, 21, 28, 19, 11, 22, 29, 25, 14, 1, 21, 25, 5, 3, 8, 19, 11, 27, 17, 14, 9, 11, 21, 14, 8, 0, 1, 9, 25, 27, 16, 18, 26, 3, 16, 20, 22, 5, 9, 24, 19, 23, 12, 11, 28, 6, 23, 4, 14, 6, 2, 6, 24, 27, 13, 14, 11, 15, 14, 5, 17, 28, 8, 11, 20, 4, 14, 29, 28, 4, 29, 16, 24, 1, 16, 17, 6, 5, 4, 19, 13, 9, 23, 6, 22, 21, 27]
=============================test34=============================
30304
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[24, 5, 27, 13, 14, 26, 3, 15, 7, 19, 10, 13, 14, 1, 1, 18, 21, 5, 21, 24, 16, 21, 19, 7, 7, 13, 8, 17, 19, 14, 28, 12, 6, 2, 11, 0, 4, 10, 22, 22, 12, 14, 16, 9, 19, 9, 29, 7, 1, 19, 12, 26, 10, 28, 6, 2, 20, 21, 26, 23, 18, 3, 17, 19, 17, 27, 17, 10, 11, 21, 11, 28, 17, 16, 8, 9, 23, 10, 15, 16, 21, 27, 28, 13, 8, 6, 5, 19, 10, 3, 25, 5, 6, 21, 13, 7, 11, 12, 16, 1, 23, 18, 7, 25, 10, 11, 7, 2, 28, 5, 10, 26, 28, 12, 5, 18, 4, 20, 27, 22, 0, 24, 20, 7, 23, 3, 12, 2, 18, 2, 11, 22, 22, 8, 14, 4, 17, 27, 6, 17, 1, 1, 29, 0, 17, 2, 7, 6, 9, 16]
=============================test35=============================
35381
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[23, 17, 9, 22, 13, 26, 18, 20, 27, 26, 24, 15, 1, 24, 3, 6, 29, 2, 15, 19, 23, 23, 19, 10, 1, 13, 23, 8, 6, 2, 13, 10, 13, 2, 26, 3, 10, 26, 13, 24, 6, 26, 22, 22, 11, 9, 4, 9, 7, 23, 20, 6, 14, 3, 23, 22, 4, 14, 27, 2, 26, 29, 4, 19, 22, 23, 14, 11, 5, 1, 6, 10, 21, 17, 19, 19, 24, 24, 17, 4, 1, 11, 2, 4, 17, 29, 10, 29, 11, 7, 18, 16, 21, 0, 17, 28, 2, 24, 10, 16, 25, 13, 12, 11, 10, 11, 10, 3, 5, 8, 11, 19, 0, 8, 9, 2, 18, 24, 14, 10, 8, 12, 28, 25, 17, 18, 24, 6, 9, 1, 28, 9, 2, 18, 13, 29, 8, 5, 24, 25, 17, 8, 17, 15, 17, 6, 8, 5, 15, 22]
=============================test36=============================
40037
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[24, 24, 13, 26, 12, 18, 21, 23, 21, 9, 8, 8, 2, 6, 28, 23, 4, 8, 16, 11, 14, 22, 24, 2, 24, 22, 3, 15, 12, 11, 0, 24, 11, 27, 15, 21, 8, 22, 20, 23, 13, 22, 10, 11, 19, 10, 20, 10, 21, 0, 15, 3, 27, 20, 12, 23, 23, 25, 19, 15, 19, 26, 22, 1, 23, 23, 11, 2, 7, 15, 15, 23, 21, 25, 19, 11, 6, 0, 20, 5, 21, 16, 12, 1, 18, 17, 18, 0, 27, 14, 17, 21, 8, 11, 18, 12, 18, 4, 4, 24, 26, 16, 7, 26, 21, 0, 7, 5, 29, 2, 11, 4, 7, 28, 14, 18, 24, 10, 5, 12, 6, 3, 0, 6, 3, 25, 7, 16, 5, 26, 7, 18, 17, 27, 9, 20, 21, 28, 16, 21, 0, 13, 19, 9, 24, 6, 11, 0, 23, 14]
=============================test37=============================
33872
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[4, 8, 27, 26, 6, 18, 9, 19, 28, 6, 17, 10, 19, 23, 25, 11, 24, 28, 2, 26, 17, 9, 3, 8, 5, 5, 5, 16, 24, 23, 3, 17, 24, 9, 15, 13, 22, 14, 28, 21, 18, 14, 15, 10, 24, 3, 8, 19, 25, 14, 20, 1, 12, 25, 21, 18, 22, 15, 21, 1, 25, 21, 8, 18, 9, 5, 17, 27, 4, 24, 7, 13, 16, 15, 27, 27, 24, 4, 5, 28, 16, 27, 2, 22, 18, 10, 13, 29, 17, 21, 0, 23, 29, 24, 29, 18, 23, 4, 6, 23, 0, 4, 9, 7, 10, 29, 3, 8, 27, 6, 3, 24, 12, 12, 13, 14, 1, 29, 2, 22, 28, 28, 6, 3, 8, 22, 27, 0, 12, 19, 24, 6, 16, 16, 24, 21, 8, 0, 16, 5, 4, 12, 26, 19, 13, 8, 0, 1, 18, 12]
=============================test38=============================
28762
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[29, 11, 5, 10, 10, 23, 24, 3, 25, 14, 18, 4, 14, 5, 0, 24, 11, 21, 20, 2, 25, 2, 28, 23, 12, 13, 18, 26, 26, 22, 16, 0, 21, 4, 17, 25, 1, 11, 26, 28, 26, 16, 19, 19, 8, 4, 28, 7, 12, 21, 24, 5, 1, 29, 24, 13, 9, 9, 10, 13, 19, 25, 11, 23, 12, 5, 6, 26, 6, 27, 25, 5, 2, 8, 25, 2, 5, 14, 8, 1, 9, 0, 8, 26, 19, 24, 19, 27, 28, 20, 6, 12, 29, 18, 2, 5, 25, 4, 21, 3, 3, 2, 6, 21, 23, 24, 24, 1, 25, 27, 5, 0, 7, 18, 14, 23, 3, 8, 12, 9, 13, 13, 13, 19, 0, 14, 6, 10, 4, 13, 17, 0, 10, 0, 2, 28, 29, 17, 4, 12, 7, 20, 20, 4, 11, 8, 27, 15, 20, 22]
=============================test39=============================
35833
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[16, 19, 29, 5, 6, 2, 4, 15, 21, 24, 26, 27, 12, 10, 25, 16, 7, 7, 7, 22, 25, 1, 8, 21, 10, 25, 18, 12, 0, 11, 12, 14, 1, 4, 27, 28, 6, 20, 29, 27, 23, 11, 4, 5, 5, 22, 15, 9, 3, 22, 25, 16, 21, 22, 18, 21, 14, 23, 19, 19, 8, 26, 25, 9, 12, 24, 5, 13, 17, 20, 23, 6, 17, 2, 15, 11, 11, 4, 21, 2, 29, 12, 2, 6, 1, 7, 1, 25, 3, 24, 3, 13, 6, 19, 28, 9, 14, 17, 17, 25, 16, 26, 29, 0, 28, 20, 20, 6, 4, 16, 20, 25, 1, 14, 26, 13, 14, 23, 11, 7, 2, 14, 1, 23, 14, 15, 28, 21, 21, 6, 7, 5, 29, 19, 21, 28, 25, 18, 15, 21, 26, 7, 28, 20, 26, 7, 22, 29, 29, 0]
=============================test40=============================
41428
[0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[16, 21, 7, 13, 4, 21, 24, 4, 12, 4, 10, 26, 5, 18, 21, 23, 14, 24, 5, 27, 4, 10, 23, 26, 29, 7, 12, 14, 29, 2, 8, 26, 18, 18, 7, 11, 5, 17, 24, 23, 11, 12, 23, 2, 2, 20, 19, 17, 10, 27, 25, 22, 20, 26, 1, 1, 6, 18, 5, 16, 24, 18, 14, 15, 6, 27, 18, 22, 4, 5, 26, 27, 10, 10, 24, 16, 3, 9, 24, 9, 2, 18, 29, 21, 16, 7, 7, 27, 23, 18, 9, 23, 10, 18, 10, 11, 22, 22, 20, 24, 6, 6, 6, 3, 19, 14, 2, 17, 8, 20, 3, 7, 4, 8, 20, 7, 27, 16, 23, 22, 8, 10, 2, 8, 23, 24, 19, 14, 19, 7, 12, 21, 14, 3, 21, 3, 18, 19, 5, 16, 27, 6, 16, 7, 11, 24, 23, 21, 28, 20]
=============================test41=============================
5511
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[0, 6, 9, 2, 8, 6, 7, 5, 7, 4, 4, 6, 1, 1, 6, 3, 7, 3, 0, 8, 5, 7, 8, 4, 7, 3, 0, 7, 8, 8, 1, 1, 5, 2, 4, 2, 5, 1, 4, 3, 4, 3, 9, 6, 6, 5, 5, 2, 1, 4, 2, 2, 3, 4, 4, 9, 6, 4, 7, 1, 3, 7, 7, 9, 0, 6, 4, 6, 0, 5, 9, 0, 1, 7, 9, 0, 4, 2, 6, 2, 4, 5, 4, 6, 0, 7, 2, 1, 8, 3]
=============================test42=============================
12548
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[11, 4, 7, 13, 13, 12, 17, 8, 19, 8, 17, 12, 11, 1, 15, 4, 5, 19, 12, 4, 16, 15, 19, 6, 14, 11, 17, 0, 0, 4, 5, 10, 8, 14, 17, 0, 17, 4, 18, 6, 3, 16, 6, 13, 1, 14, 9, 6, 5, 16, 2, 8, 11, 19, 14, 4, 19, 14, 18, 18, 17, 7, 11, 13, 3, 16, 1, 14, 8, 15, 16, 8, 19, 13, 6, 10, 2, 0, 18, 9]
=============================test43=============================
13755
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 1, 1, 1, 1, 1]
[20, 15, 14, 7, 29, 27, 21, 7, 0, 0, 12, 17, 4, 19, 19, 9, 7, 24, 22, 21, 25, 29, 8, 28, 3, 16, 8, 1, 13, 19, 9, 16, 12, 24, 7, 16, 9, 10, 19, 26, 11, 2, 10, 14, 21, 14, 5, 25, 5, 6, 12, 21, 14, 16, 5, 18, 28, 9, 27, 7, 20, 4, 14, 28, 2, 9, 29, 8, 8, 4]
=============================test44=============================
6163
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[5, 3, 2, 4, 7, 9, 2, 3, 4, 9, 4, 0, 5, 5, 1, 1, 0, 2, 2, 2, 4, 2, 2, 7, 7, 9, 5, 0, 3, 2, 5, 8, 2, 4, 2, 2, 8, 9, 8, 1, 8, 7, 7, 2, 6, 8, 8, 4, 3, 3, 0, 5, 5, 9, 0, 1, 1, 1, 3, 7, 7, 0, 1, 4, 7, 0, 6, 9, 4, 5, 4, 4, 6, 6, 7, 0, 2, 7, 0, 5, 9, 5, 2, 3, 3, 6, 4, 6, 6, 1]
=============================test45=============================
12440
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[16, 17, 5, 4, 16, 2, 3, 16, 2, 8, 5, 5, 10, 15, 5, 4, 9, 6, 11, 3, 4, 13, 0, 6, 5, 16, 2, 9, 11, 4, 5, 16, 8, 13, 15, 12, 7, 9, 12, 19, 8, 5, 8, 8, 11, 16, 7, 6, 9, 16, 6, 13, 5, 7, 9, 15, 1, 5, 2, 12, 4, 14, 10, 18, 3, 4, 2, 11, 2, 13, 14, 19, 0, 13, 19, 18, 16, 0, 1, 9]
=============================test46=============================
16616
[1, 1, 1, 1, 1, 1, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 1, 1]
[14, 4, 29, 15, 18, 4, 2, 21, 11, 4, 12, 13, 22, 23, 14, 2, 16, 12, 24, 29, 5, 8, 19, 21, 11, 21, 2, 2, 5, 12, 23, 13, 23, 19, 1, 12, 27, 23, 1, 1, 0, 25, 0, 27, 9, 25, 28, 11, 22, 1, 10, 10, 29, 10, 3, 23, 23, 18, 20, 20, 4, 8, 27, 21, 19, 25, 15, 25, 15, 22]
=============================test47=============================
5054
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[4, 4, 4, 7, 5, 2, 9, 9, 5, 2, 8, 2, 2, 4, 3, 6, 4, 4, 0, 8, 7, 1, 8, 4, 0, 7, 2, 4, 4, 6, 3, 9, 9, 7, 7, 8, 0, 1, 1, 0, 0, 5, 3, 6, 5, 4, 4, 0, 8, 1, 3, 6, 2, 9, 6, 5, 5, 5, 9, 7, 6, 4, 2, 0, 3, 5, 7, 6, 2, 0, 5, 7, 6, 2, 6, 1, 3, 5, 0, 0, 3, 6, 6, 4, 4, 4, 7, 5, 9, 3]
=============================test48=============================
9271
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 1, 1, 1, 1, 1, 1, 1]
[8, 3, 13, 13, 19, 5, 10, 9, 18, 1, 4, 17, 17, 17, 2, 14, 8, 10, 6, 5, 10, 7, 2, 12, 6, 15, 19, 18, 14, 6, 2, 4, 5, 13, 10, 7, 15, 7, 4, 0, 3, 18, 0, 14, 9, 7, 0, 8, 16, 8, 6, 13, 7, 15, 18, 13, 18, 17, 18, 1, 2, 7, 6, 19, 16, 5, 6, 19, 8, 12, 2, 19, 17, 2, 3, 12, 3, 17, 10, 10]
=============================test49=============================
12184
[0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 1, 1, 1, 1, 1, 1, 0, 1, 1, 1, 1, 1, 1, 1]
[7, 3, 7, 19, 24, 4, 16, 10, 16, 24, 1, 5, 3, 20, 21, 10, 18, 11, 11, 9, 4, 8, 20, 19, 27, 28, 26, 19, 11, 20, 20, 7, 15, 18, 2, 12, 26, 27, 26, 18, 21, 5, 29, 26, 15, 25, 19, 16, 5, 3, 4, 9, 6, 11, 13, 19, 7, 4, 28, 11, 27, 2, 5, 15, 28, 7, 17, 5, 23, 27]
=============================test50=============================
6333
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[5, 9, 6, 0, 2, 5, 5, 3, 0, 7, 2, 4, 7, 3, 0, 8, 8, 0, 6, 4, 0, 6, 5, 1, 4, 4, 6, 4, 2, 9, 5, 2, 3, 8, 3, 0, 1, 9, 0, 2, 6, 6, 6, 2, 7, 1, 7, 3, 2, 8, 2, 7, 8, 7, 6, 9, 6, 2, 2, 1, 9, 0, 8, 6, 3, 8, 2, 6, 4, 1, 6, 4, 6, 6, 7, 8, 1, 3, 4, 0, 7, 0, 1, 1, 7, 5, 6, 6, 0, 9, 6, 0, 1, 7, 1, 5, 6, 0, 1, 7]
=============================test51=============================
11529
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[16, 12, 7, 4, 13, 5, 3, 9, 6, 18, 18, 6, 0, 0, 3, 6, 0, 19, 12, 3, 9, 19, 10, 19, 3, 12, 2, 19, 5, 4, 13, 17, 9, 7, 3, 18, 7, 9, 6, 7, 6, 4, 16, 4, 0, 7, 5, 4, 0, 0, 18, 11, 14, 1, 7, 18, 17, 0, 5, 13, 1, 0, 15, 14, 18, 9, 17, 7, 5, 15, 12, 8, 18, 7, 9, 9, 16, 8, 3, 13, 2, 17, 19, 13, 0, 12, 13, 7, 10, 16, 5, 7, 18, 1, 10, 18, 16, 16, 18, 9]
=============================test52=============================
10446
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[8, 6, 0, 7, 0, 9, 1, 6, 0, 2, 6, 4, 3, 5, 5, 7, 6, 3, 2, 2, 5, 3, 2, 7, 4, 2, 6, 0, 0, 4, 6, 5, 8, 2, 9, 5, 3, 6, 0, 1, 6, 7, 2, 7, 5, 3, 8, 5, 2, 8, 6, 3, 0, 6, 9, 4, 7, 4, 1, 0, 3, 3, 4, 9, 1, 7, 5, 7, 7, 7, 7, 0, 6, 1, 5, 8, 5, 5, 5, 7, 9, 0, 6, 3, 7, 0, 0, 6, 6, 4, 7, 7, 5, 9, 5, 3, 3, 7, 4, 8]
=============================test53=============================
15805
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[15, 18, 7, 19, 10, 1, 0, 4, 7, 15, 19, 4, 3, 4, 17, 13, 3, 8, 18, 2, 2, 9, 17, 3, 11, 12, 5, 13, 13, 0, 18, 8, 16, 2, 18, 13, 7, 14, 5, 10, 17, 16, 17, 10, 14, 12, 1, 0, 19, 7, 18, 2, 18, 6, 18, 10, 9, 4, 2, 14, 11, 18, 19, 16, 18, 10, 0, 2, 4, 1, 14, 7, 4, 1, 2, 5, 5, 5, 18, 6, 13, 16, 13, 15, 7, 8, 16, 9, 4, 0, 9, 0, 4, 8, 12, 9, 3, 10, 15, 7]
=============================test54=============================
7256
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[5, 0, 7, 4, 1, 2, 4, 1, 2, 3, 8, 6, 2, 8, 4, 3, 1, 7, 6, 7, 0, 4, 6, 3, 4, 6, 1, 5, 6, 9, 3, 6, 3, 9, 0, 1, 7, 4, 0, 3, 6, 6, 6, 1, 4, 2, 8, 7, 5, 3, 8, 3, 2, 3, 1, 0, 3, 3, 2, 2, 4, 7, 4, 2, 7, 8, 6, 8, 0, 5, 5, 1, 3, 3, 5, 7, 6, 2, 4, 2, 4, 6, 3, 4, 0, 8, 7, 4, 4, 1, 5, 7, 4, 3, 3, 7, 8, 6, 5, 9]
=============================test55=============================
12076
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[0, 3, 11, 15, 15, 19, 2, 13, 0, 6, 14, 16, 3, 14, 16, 6, 3, 7, 11, 16, 19, 7, 16, 16, 18, 7, 12, 15, 7, 1, 4, 18, 16, 16, 7, 18, 16, 9, 7, 1, 8, 9, 5, 8, 13, 0, 14, 14, 16, 11, 5, 13, 17, 14, 7, 13, 9, 11, 8, 16, 5, 3, 7, 9, 17, 1, 10, 7, 0, 14, 10, 5, 1, 4, 12, 8, 16, 8, 17, 4, 13, 12, 7, 5, 3, 15, 5, 5, 5, 5, 9, 7, 16, 8, 8, 14, 15, 12, 2, 18]
=============================test56=============================
59620
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[10, 8, 14, 20, 23, 9, 22, 11, 1, 27, 7, 13, 0, 10, 7, 3, 21, 18, 13, 5, 23, 11, 23, 5, 20, 26, 15, 15, 11, 29, 27, 13, 6, 28, 20, 25, 25, 14, 11, 6, 17, 25, 19, 6, 15, 17, 16, 26, 9, 28, 3, 15, 5, 29, 18, 26, 1, 11, 13, 15, 11, 19, 13, 1, 1, 8, 13, 27, 1, 11, 25, 2, 16, 11, 29, 26, 6, 22, 25, 6, 26, 0, 9, 23, 5, 13, 25, 8, 9, 0, 21, 24, 10, 0, 29, 10, 3, 26, 18, 29, 6, 5, 19, 27, 8, 2, 24, 24, 23, 26, 3, 10, 5, 3, 23, 20, 23, 21, 27, 27, 18, 5, 8, 21, 17, 27, 14, 4, 28, 21, 25, 13, 25, 16, 15, 1, 9, 21, 3, 11, 26, 23, 8, 27, 7, 26, 18, 11, 2, 1, 17, 1, 4, 6, 4, 9, 27, 6, 28, 7, 21, 26, 26, 8, 19, 25, 25, 19, 1, 15, 20, 4, 15, 12, 14, 5, 6, 27, 29, 18, 7, 5, 16, 8, 3, 11, 28, 25, 18, 28, 18, 25, 17, 21, 7, 26, 9, 20, 10, 18]
=============================test57=============================
69062
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[26, 2, 12, 20, 19, 29, 1, 0, 4, 20, 9, 25, 5, 21, 4, 24, 19, 6, 18, 17, 17, 12, 26, 5, 23, 28, 17, 17, 2, 26, 8, 5, 11, 29, 11, 29, 13, 10, 16, 11, 12, 29, 18, 9, 8, 10, 1, 6, 21, 7, 1, 12, 17, 0, 10, 21, 15, 25, 26, 27, 26, 29, 13, 13, 6, 29, 27, 17, 29, 7, 22, 27, 4, 6, 23, 19, 23, 10, 16, 10, 4, 11, 21, 22, 13, 8, 23, 20, 8, 28, 20, 29, 8, 20, 20, 20, 29, 2, 12, 1, 11, 25, 14, 6, 11, 24, 1, 6, 15, 2, 5, 4, 8, 3, 13, 1, 27, 27, 6, 24, 5, 13, 19, 27, 19, 18, 13, 8, 8, 22, 2, 19, 1, 5, 24, 12, 14, 27, 9, 6, 27, 6, 6, 10, 27, 4, 2, 28, 8, 15, 7, 2, 27, 0, 14, 26, 0, 11, 13, 22, 26, 9, 4, 12, 4, 29, 13, 6, 15, 10, 16, 18, 26, 24, 20, 25, 2, 22, 21, 12, 8, 1, 16, 22, 4, 20, 17, 9, 28, 24, 11, 29, 19, 13, 4, 5, 9, 23, 9, 28]
=============================test58=============================
89655
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[22, 19, 1, 1, 5, 5, 25, 8, 28, 11, 27, 16, 15, 25, 0, 24, 15, 26, 16, 24, 0, 26, 20, 14, 10, 17, 4, 24, 21, 26, 6, 24, 26, 4, 0, 17, 20, 6, 16, 26, 15, 4, 3, 28, 1, 13, 23, 17, 21, 25, 11, 9, 8, 5, 1, 7, 20, 14, 27, 12, 1, 0, 11, 26, 28, 16, 7, 17, 8, 9, 5, 26, 29, 21, 25, 7, 1, 11, 9, 8, 19, 29, 6, 25, 8, 9, 23, 23, 9, 18, 0, 16, 28, 9, 11, 15, 2, 18, 3, 12, 24, 2, 20, 22, 3, 4, 28, 17, 24, 23, 11, 29, 18, 29, 27, 26, 12, 29, 13, 28, 27, 27, 3, 18, 16, 20, 11, 6, 15, 3, 26, 17, 7, 27, 27, 9, 4, 29, 23, 20, 29, 6, 10, 21, 3, 23, 3, 8, 19, 20, 27, 10, 3, 9, 29, 16, 27, 26, 13, 17, 17, 8, 21, 5, 7, 5, 12, 0, 11, 24, 14, 19, 2, 6, 10, 22, 26, 1, 4, 11, 0, 8, 25, 10, 5, 14, 7, 29, 17, 4, 2, 4, 5, 7, 24, 2, 12, 4, 3, 15]
=============================test59=============================
74742
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[16, 23, 13, 18, 28, 2, 10, 28, 1, 20, 5, 7, 1, 22, 28, 20, 19, 28, 15, 2, 9, 29, 17, 14, 20, 21, 25, 20, 10, 8, 16, 28, 7, 25, 2, 25, 15, 18, 21, 16, 4, 9, 25, 0, 4, 28, 6, 16, 1, 25, 5, 7, 19, 23, 5, 3, 9, 8, 29, 19, 25, 27, 26, 26, 16, 5, 29, 21, 13, 11, 11, 15, 9, 7, 21, 26, 1, 13, 19, 23, 8, 23, 16, 13, 3, 18, 27, 1, 14, 0, 17, 4, 10, 5, 14, 28, 3, 28, 21, 9, 29, 7, 8, 17, 6, 25, 13, 27, 21, 9, 16, 28, 14, 20, 17, 8, 10, 21, 27, 2, 24, 6, 21, 10, 15, 11, 16, 23, 22, 1, 3, 29, 18, 18, 5, 24, 6, 14, 17, 4, 21, 16, 26, 19, 6, 25, 10, 5, 14, 29, 4, 14, 8, 7, 5, 5, 21, 18, 27, 9, 19, 26, 25, 8, 28, 17, 19, 14, 8, 25, 20, 28, 5, 20, 18, 4, 28, 18, 27, 13, 3, 6, 18, 14, 26, 15, 17, 3, 11, 13, 9, 29, 5, 7, 24, 26, 10, 0, 17, 16]
=============================test60=============================
59820
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[20, 29, 24, 5, 27, 23, 12, 10, 7, 2, 17, 7, 17, 28, 17, 27, 7, 23, 6, 25, 6, 15, 0, 4, 25, 16, 23, 28, 0, 4, 13, 24, 15, 8, 8, 16, 8, 2, 11, 4, 18, 19, 27, 2, 18, 11, 3, 16, 14, 5, 28, 28, 21, 4, 14, 25, 14, 4, 26, 9, 27, 19, 9, 15, 20, 19, 7, 5, 5, 10, 14, 4, 16, 12, 11, 18, 23, 6, 6, 23, 4, 23, 6, 9, 15, 2, 24, 16, 13, 29, 29, 28, 6, 11, 9, 18, 12, 27, 18, 28, 9, 21, 13, 27, 22, 18, 23, 22, 20, 15, 26, 1, 5, 23, 21, 1, 14, 18, 23, 11, 13, 4, 4, 1, 25, 8, 3, 23, 1, 28, 4, 22, 25, 12, 11, 21, 9, 2, 10, 3, 10, 1, 1, 12, 26, 0, 25, 6, 8, 25, 28, 27, 15, 21, 3, 20, 0, 25, 13, 5, 8, 29, 15, 20, 13, 6, 22, 28, 24, 18, 8, 7, 24, 18, 26, 25, 22, 3, 14, 8, 15, 23, 25, 13, 1, 27, 29, 1, 5, 2, 20, 28, 6, 22, 20, 5, 10, 26, 19, 10]
=============================test61=============================
69078
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[3, 18, 7, 12, 24, 25, 16, 29, 3, 8, 25, 21, 3, 8, 13, 13, 27, 23, 10, 23, 27, 2, 17, 17, 16, 6, 11, 13, 27, 8, 10, 27, 15, 17, 3, 12, 8, 27, 18, 24, 29, 14, 18, 15, 29, 21, 7, 24, 22, 12, 27, 1, 14, 12, 13, 12, 7, 25, 13, 11, 12, 13, 29, 18, 8, 8, 4, 3, 25, 20, 11, 17, 4, 24, 8, 13, 12, 12, 0, 6, 6, 25, 26, 16, 1, 28, 8, 25, 28, 23, 20, 8, 18, 12, 8, 23, 4, 24, 26, 19, 7, 6, 25, 6, 0, 1, 0, 23, 4, 11, 11, 26, 9, 1, 7, 21, 2, 2, 11, 27, 16, 19, 1, 16, 20, 27, 7, 15, 27, 26, 29, 18, 17, 23, 20, 4, 17, 8, 24, 18, 25, 15, 3, 26, 8, 9, 2, 8, 3, 8, 3, 13, 8, 19, 0, 21, 8, 18, 5, 17, 20, 4, 3, 2, 29, 3, 9, 20, 25, 20, 28, 7, 24, 22, 9, 29, 20, 17, 26, 9, 10, 5, 28, 1, 14, 16, 15, 1, 13, 29, 4, 6, 7, 23, 21, 17, 15, 16, 4, 11]
=============================test62=============================
88888
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[7, 26, 9, 27, 2, 1, 6, 24, 16, 28, 16, 20, 27, 10, 16, 22, 25, 23, 19, 5, 0, 27, 28, 21, 17, 26, 26, 15, 28, 12, 27, 8, 3, 10, 7, 28, 9, 29, 1, 21, 2, 16, 8, 20, 9, 17, 26, 26, 9, 11, 0, 14, 26, 5, 7, 29, 16, 23, 10, 12, 21, 20, 20, 12, 18, 3, 4, 11, 11, 8, 17, 29, 27, 11, 11, 14, 9, 13, 2, 16, 5, 2, 3, 13, 13, 27, 3, 0, 20, 1, 21, 24, 16, 28, 3, 0, 28, 19, 14, 12, 2, 14, 29, 13, 24, 28, 19, 17, 11, 13, 19, 0, 7, 2, 13, 21, 14, 25, 19, 2, 11, 22, 10, 9, 5, 12, 2, 2, 11, 9, 21, 27, 28, 29, 1, 2, 29, 3, 23, 7, 6, 2, 1, 0, 21, 25, 1, 12, 19, 8, 24, 12, 29, 21, 26, 22, 21, 14, 28, 22, 6, 7, 10, 27, 6, 3, 3, 15, 19, 4, 17, 25, 14, 9, 28, 27, 28, 24, 19, 28, 22, 2, 19, 15, 28, 26, 29, 8, 3, 12, 26, 26, 2, 23, 20, 6, 22, 13, 17, 4]
=============================test63=============================
75220
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[12, 28, 16, 25, 1, 6, 13, 4, 21, 19, 20, 7, 28, 17, 1, 21, 13, 1, 17, 22, 21, 8, 1, 16, 21, 29, 17, 16, 0, 13, 9, 12, 13, 4, 22, 2, 0, 7, 26, 25, 24, 0, 2, 10, 23, 1, 6, 10, 5, 12, 23, 3, 19, 18, 19, 6, 11, 15, 27, 5, 23, 13, 21, 25, 18, 11, 18, 7, 15, 13, 27, 10, 15, 12, 8, 15, 21, 17, 15, 13, 28, 13, 20, 10, 8, 25, 13, 23, 26, 10, 11, 13, 25, 15, 22, 9, 20, 20, 24, 4, 8, 29, 15, 1, 5, 1, 10, 29, 7, 22, 24, 29, 3, 0, 25, 1, 7, 20, 2, 16, 27, 15, 27, 4, 14, 2, 8, 29, 19, 11, 26, 13, 19, 26, 20, 25, 8, 21, 9, 2, 18, 28, 1, 0, 13, 5, 1, 16, 8, 21, 6, 0, 4, 23, 13, 29, 12, 22, 3, 27, 15, 26, 21, 8, 13, 2, 15, 29, 0, 16, 5, 28, 11, 10, 16, 6, 5, 26, 25, 15, 18, 27, 16, 22, 9, 22, 5, 24, 12, 6, 0, 9, 27, 21, 4, 2, 29, 22, 13, 1]
=============================test64=============================
60387
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 1, 1, 1, 1, 1, 1]
[2, 21, 18, 25, 28, 0, 4, 19, 6, 28, 10, 14, 1, 18, 4, 27, 12, 10, 25, 10, 1, 2, 2, 28, 1, 1, 11, 5, 16, 26, 11, 0, 29, 15, 15, 18, 2, 21, 15, 0, 23, 16, 10, 9, 29, 6, 26, 15, 5, 9, 3, 12, 15, 11, 28, 12, 23, 6, 2, 16, 14, 15, 1, 12, 0, 27, 24, 11, 3, 17, 27, 19, 20, 14, 24, 0, 24, 25, 23, 9, 4, 1, 0, 7, 16, 2, 15, 2, 17, 7, 21, 25, 23, 2, 0, 14, 8, 26, 1, 27, 8, 6, 26, 2, 14, 24, 12, 25, 13, 7, 9, 20, 11, 29, 5, 14, 19, 20, 18, 16, 17, 13, 16, 3, 28, 18, 6, 29, 4, 14, 27, 8, 21, 18, 29, 5, 4, 14, 11, 14, 11, 18, 5, 11, 14, 0, 21, 9, 14, 27, 9, 29, 18, 21, 10, 12, 1, 26, 11, 9, 21, 11, 8, 27, 18, 5, 3, 7, 3, 7, 24, 20, 29, 8, 2, 16, 28, 20, 7, 15, 13, 9, 27, 27, 12, 20, 5, 10, 9, 18, 28, 26, 13, 26, 28, 13, 14, 8, 4, 7]
=============================test65=============================
67850
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[14, 11, 21, 13, 18, 11, 21, 1, 3, 20, 10, 25, 29, 14, 23, 12, 13, 12, 20, 21, 12, 9, 17, 11, 16, 20, 19, 15, 19, 17, 16, 7, 8, 15, 11, 26, 4, 6, 4, 13, 18, 20, 11, 10, 5, 3, 24, 12, 15, 27, 21, 11, 18, 24, 22, 23, 26, 7, 4, 24, 24, 10, 5, 2, 19, 27, 0, 13, 0, 7, 25, 28, 8, 27, 26, 11, 24, 25, 11, 11, 2, 13, 4, 3, 23, 0, 25, 1, 14, 12, 26, 27, 27, 5, 3, 17, 16, 10, 29, 10, 4, 0, 2, 7, 26, 7, 7, 2, 1, 14, 4, 8, 21, 27, 25, 16, 19, 19, 15, 22, 19, 16, 1, 26, 24, 12, 4, 21, 5, 6, 22, 20, 13, 23, 2, 4, 7, 17, 16, 22, 1, 13, 20, 8, 15, 23, 22, 12, 28, 28, 14, 25, 3, 28, 5, 23, 8, 9, 26, 9, 1, 15, 21, 20, 4, 29, 7, 21, 28, 23, 11, 19, 9, 23, 21, 4, 17, 1, 16, 17, 27, 11, 5, 15, 10, 21, 24, 10, 16, 23, 8, 21, 19, 27, 5, 13, 21, 14, 1, 27]
=============================test66=============================
89091
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[3, 23, 2, 18, 0, 26, 19, 5, 25, 5, 2, 2, 29, 28, 16, 24, 17, 11, 20, 25, 20, 14, 25, 24, 23, 3, 19, 2, 23, 28, 13, 10, 2, 17, 20, 18, 5, 0, 13, 6, 18, 9, 13, 11, 23, 16, 6, 5, 4, 4, 4, 20, 5, 10, 4, 4, 16, 0, 2, 12, 5, 0, 7, 1, 11, 6, 14, 21, 6, 14, 20, 13, 26, 3, 24, 22, 22, 3, 28, 18, 5, 14, 16, 23, 25, 15, 12, 19, 21, 14, 8, 8, 2, 21, 19, 22, 11, 9, 25, 22, 12, 16, 27, 1, 6, 24, 24, 7, 25, 20, 14, 11, 28, 19, 5, 5, 17, 24, 28, 0, 9, 6, 28, 11, 8, 26, 27, 25, 9, 3, 10, 0, 15, 14, 13, 25, 13, 22, 22, 16, 29, 7, 27, 0, 25, 19, 28, 24, 25, 16, 26, 17, 7, 4, 16, 5, 10, 19, 29, 3, 15, 20, 3, 1, 2, 25, 29, 0, 12, 15, 7, 10, 3, 19, 3, 17, 18, 0, 11, 3, 10, 19, 22, 24, 29, 9, 18, 24, 17, 2, 7, 23, 5, 11, 20, 10, 12, 7, 9, 28]
=============================test68=============================
59479
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[23, 2, 22, 17, 5, 24, 26, 15, 22, 16, 7, 20, 4, 7, 9, 25, 26, 22, 7, 4, 18, 16, 20, 2, 18, 27, 21, 28, 19, 12, 11, 17, 14, 2, 20, 23, 21, 7, 29, 19, 8, 29, 25, 5, 17, 1, 23, 12, 8, 20, 29, 25, 11, 8, 20, 16, 14, 2, 1, 9, 29, 13, 18, 10, 13, 18, 4, 13, 7, 12, 12, 9, 0, 22, 5, 15, 1, 20, 26, 5, 26, 25, 15, 29, 4, 13, 15, 24, 15, 11, 4, 0, 6, 23, 17, 13, 20, 25, 29, 12, 23, 9, 24, 21, 26, 3, 8, 12, 0, 16, 9, 20, 6, 26, 22, 28, 24, 20, 4, 3, 16, 24, 6, 5, 14, 11, 16, 29, 28, 23, 29, 27, 5, 17, 2, 28, 4, 8, 26, 3, 10, 7, 18, 5, 2, 9, 17, 3, 11, 0, 23, 8, 13, 9, 8, 27, 1, 13, 6, 0, 16, 1, 21, 29, 24, 29, 28, 1, 5, 19, 10, 10, 10, 25, 23, 0, 28, 13, 1, 28, 0, 8, 9, 3, 15, 13, 3, 0, 27, 19, 17, 23, 26, 20, 13, 13, 17, 11, 8, 4]
=============================test69=============================
68782
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[2, 4, 17, 21, 15, 20, 2, 16, 10, 1, 21, 25, 28, 20, 26, 2, 9, 18, 26, 7, 29, 8, 21, 15, 6, 0, 15, 11, 12, 23, 13, 6, 17, 26, 14, 7, 4, 3, 2, 8, 4, 18, 18, 27, 24, 19, 2, 8, 18, 24, 1, 25, 24, 7, 6, 1, 3, 15, 7, 15, 28, 10, 24, 13, 6, 17, 5, 23, 4, 19, 2, 23, 9, 21, 5, 11, 24, 4, 4, 24, 9, 3, 7, 17, 16, 6, 17, 24, 21, 11, 21, 24, 22, 17, 8, 9, 7, 20, 4, 0, 28, 18, 1, 1, 28, 12, 22, 7, 3, 18, 12, 20, 19, 15, 22, 8, 4, 3, 23, 6, 1, 27, 5, 17, 18, 22, 9, 27, 25, 24, 24, 13, 19, 14, 8, 28, 11, 16, 25, 14, 8, 4, 6, 9, 5, 20, 25, 23, 17, 0, 28, 28, 11, 18, 10, 2, 5, 13, 27, 0, 23, 19, 4, 2, 5, 22, 16, 0, 15, 15, 11, 1, 21, 20, 8, 17, 10, 16, 8, 15, 14, 27, 15, 5, 2, 7, 6, 17, 15, 10, 22, 28, 27, 21, 18, 10, 8, 13, 27, 29]
=============================test70=============================
90108
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[14, 23, 15, 25, 4, 11, 4, 0, 23, 12, 24, 11, 23, 8, 23, 5, 3, 6, 10, 25, 26, 11, 16, 4, 24, 16, 16, 23, 13, 21, 0, 4, 1, 3, 19, 6, 25, 24, 19, 18, 28, 10, 11, 5, 0, 28, 22, 9, 28, 29, 4, 21, 18, 13, 5, 19, 1, 27, 1, 17, 0, 16, 4, 1, 8, 0, 19, 25, 18, 22, 27, 21, 20, 17, 20, 17, 22, 1, 23, 26, 8, 13, 21, 0, 27, 8, 7, 21, 2, 0, 0, 19, 27, 22, 13, 29, 24, 22, 16, 19, 24, 3, 18, 13, 22, 8, 27, 24, 0, 19, 10, 21, 1, 2, 9, 3, 10, 12, 0, 18, 6, 10, 8, 28, 19, 17, 6, 11, 6, 17, 1, 18, 27, 8, 16, 28, 9, 16, 7, 15, 8, 0, 15, 27, 22, 16, 3, 20, 18, 28, 5, 23, 18, 11, 3, 15, 19, 2, 16, 24, 15, 2, 9, 26, 16, 22, 2, 7, 9, 26, 29, 1, 8, 8, 14, 25, 9, 3, 16, 0, 26, 29, 7, 14, 24, 25, 5, 14, 1, 20, 13, 29, 1, 8, 10, 25, 24, 3, 1, 23]
=============================test71=============================
74562
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[11, 26, 18, 5, 18, 7, 11, 26, 18, 13, 21, 0, 29, 28, 19, 14, 18, 13, 19, 23, 23, 26, 17, 8, 24, 0, 19, 17, 13, 24, 14, 13, 9, 6, 23, 28, 0, 0, 21, 18, 4, 26, 16, 14, 27, 8, 28, 2, 10, 29, 16, 18, 20, 3, 28, 1, 7, 28, 19, 17, 27, 12, 12, 23, 7, 13, 19, 23, 0, 4, 13, 24, 11, 1, 29, 25, 14, 26, 21, 3, 21, 16, 25, 5, 10, 15, 21, 26, 29, 14, 16, 25, 10, 27, 22, 14, 4, 4, 9, 10, 20, 4, 21, 9, 3, 22, 7, 18, 28, 1, 1, 20, 11, 4, 13, 7, 12, 0, 20, 5, 19, 26, 21, 7, 19, 26, 3, 27, 11, 11, 4, 0, 9, 0, 24, 16, 18, 22, 26, 0, 23, 22, 3, 28, 17, 29, 29, 9, 18, 15, 27, 0, 21, 5, 16, 5, 26, 1, 6, 8, 17, 27, 0, 16, 5, 1, 2, 8, 23, 13, 24, 27, 14, 1, 1, 2, 7, 4, 3, 18, 25, 15, 5, 16, 16, 22, 15, 18, 14, 1, 6, 2, 14, 18, 6, 22, 4, 20, 21, 11]

github地址

https://github.com/wangjiwu/FacilityProblem