Coursera 算法二 week 3 Baseball Elimination
这周的作业不需要自己写算法,只需要调用库函数就行,但是有些难以理解,因此用了不少时间。
import edu.princeton.cs.algs4.FlowEdge;
import edu.princeton.cs.algs4.FlowNetwork;
import edu.princeton.cs.algs4.FordFulkerson;
import edu.princeton.cs.algs4.ST;
import edu.princeton.cs.algs4.Queue;
import edu.princeton.cs.algs4.In;
import edu.princeton.cs.algs4.StdOut; public class BaseballElimination
{
private int numberOfTeams;
private ST<String, Integer> st;
private int[] wins;
private int[] losses;
private int[] remaining;
private int[][] against;
private String[] teamName; public BaseballElimination(String filename)
{
st = new ST<String, Integer>();
In in = new In(filename);
numberOfTeams = in.readInt();
wins = new int[numberOfTeams];
losses = new int[numberOfTeams];
remaining = new int[numberOfTeams];
teamName = new String[numberOfTeams];
against = new int[numberOfTeams][numberOfTeams]; for (int i = 0; i < numberOfTeams; i++)
{
String name = in.readString();
st.put(name, i);
wins[i] = in.readInt();
losses[i] = in.readInt();
remaining[i] = in.readInt();
teamName[i] = name;
for (int j = 0; j < numberOfTeams; j++)
against[i][j] = in.readInt();
}
} public int numberOfTeams()
{
return numberOfTeams;
} public Iterable<String> teams()
{
return st.keys();
} public int wins(String team)
{
if (!st.contains(team)) throw new IllegalArgumentException();
int index = st.get(team);
return wins[index];
} public int losses(String team)
{
if (!st.contains(team)) throw new IllegalArgumentException();
int index = st.get(team);
return losses[index];
} public int remaining(String team)
{
if (!st.contains(team)) throw new IllegalArgumentException();
int index = st.get(team);
return remaining[index];
} public int against(String team1, String team2)
{
if (!st.contains(team1) || !st.contains(team2)) throw new IllegalArgumentException();
int index1 = st.get(team1);
int index2 = st.get(team2);
return against[index1][index2];
} private FlowNetwork createNetwork(String team)
{
int index = st.get(team);
int num = numberOfTeams - 1; int V = num + 2 + num * (num - 1) / 2;
int s = V - 2, t = V - 1;
FlowNetwork net = new FlowNetwork(V); for (int i = 0; i < num; i++)
{
if (i < index)
{
double capacity = wins[index] + remaining[index] - wins[i];
FlowEdge edge = new FlowEdge(i, t, capacity);
net.addEdge(edge);
}
else
{
double capacity = wins[index] + remaining[index] - wins[i + 1];
FlowEdge edge = new FlowEdge(i, t, capacity);
net.addEdge(edge);
}
}
int temp = num;
for (int i = 0; i < num - 1; i++)
{
for (int j = i + 1; j < num; j++)
{
FlowEdge edge = new FlowEdge(temp, j, Double.POSITIVE_INFINITY);
net.addEdge(edge); edge = new FlowEdge(temp, i, Double.POSITIVE_INFINITY);
net.addEdge(edge); int a = i, b = j;
if (i >= index) a++;
if (j >= index) b++;
double capacity = against[a][b];
edge = new FlowEdge(s, temp, capacity);
net.addEdge(edge); temp++;
}
} return net;
} public boolean isEliminated(String team)
{
if (!st.contains(team)) throw new IllegalArgumentException();
int index = st.get(team);
int num = numberOfTeams - 1;
int V = num + 2 + num * (num - 1) / 2;
int s = V - 2, t = V - 1; for (int i = 0; i < num; i++)
{
int j = i;
if (j >= index) j++;
if (wins[index] + remaining[index] < wins[j])
return true;
} FlowNetwork net = createNetwork(team); FordFulkerson ff = new FordFulkerson(net, s, t);
for (FlowEdge e : net.adj(s))
if (e.capacity() != e.flow())
return true; return false;
} public Iterable<String> certificateOfElimination(String team)
{
if (!st.contains(team)) throw new IllegalArgumentException();
int index = st.get(team);
int num = numberOfTeams - 1;
int V = num + 2 + num * (num - 1) / 2;
int s = V - 2, t = V - 1;
Queue<String> certificate = new Queue<String>(); boolean isEliminated = false;
for (int i = 0; i < num; i++)
{
int j = i;
if (j >= index) j++;
if (wins[index] + remaining[index] < wins[j])
{
isEliminated = true;
certificate.enqueue(teamName[j]);
}
}
if (isEliminated) return certificate; FlowNetwork net = createNetwork(team); FordFulkerson ff = new FordFulkerson(net, s, t);
for (int i = 0; i < num; i++)
{
if (ff.inCut(i))
{
int j = i;
if (j >= index) j++;
certificate.enqueue(teamName[j]);
isEliminated = true;
}
} if (isEliminated) return certificate; return null;
} public static void main(String[] args) {
BaseballElimination division = new BaseballElimination(args[0]);
for (String team : division.teams()) {
if (division.isEliminated(team)) {
StdOut.print(team + " is eliminated by the subset R = { ");
for (String t : division.certificateOfElimination(team)) {
StdOut.print(t + " ");
}
StdOut.println("}");
}
else {
StdOut.println(team + " is not eliminated");
}
}
}
}
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