1、是二叉搜索树(Binary Search Tree)

2、树和所有左右子树高度之差为-1,0,1

平衡因子(balance factor)

  =右子树高度-左子树高度

平衡化旋转:

  1、从插入位置向根节点计算节点的平衡因子;

  2、若发现不平衡点(即平衡因子绝对值大于1),从此节点向下取两层;

  3、若三节点在同一直线上,则左单旋或右单旋,中间为旋转中心;

  4、否则左右双旋或右左双旋,最下为旋转中心。

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" 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" alt="" />//形成左直线->右单旋(以B为旋转中心)

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/43c2T5/D+9prhqRQfuBhYrdG2rW3bo956/FDe3TA1OKbbJYUhxp6vNS6Kka3YPceSC97AhiFwxmfwGFN37mG1BsPQ9LOHku0jm25wnm34nac1LoqRedYAt5ILnjcxPnDO0jB2uherNRhOVH/2ULI9pdOtOGQ7NZ5TL7nv+wtjZD7s/mleg+HbJHgx6PjAD3Y9u7vh8JmZugqW1RoMyWrObY3pUtZsCXmebY2LYmQeR+BWcsGjCeMDf/4Esp0lY+owCqs18jxPkmTUWznnNab7hBhi7CVag63Yvb7WYAj82TMIa7wEqzXKsgzDcNRbOY+hpGm6Xq/Hv/91GGLs+VrjohjZit1zLPl0H82LsAR+/ByyWUNw4MJgtQbDoDTP+Rr9lGui2Qbej8JkMuNFMTLPF+BmDcHL1VkDf0xpsD6X4tfpi4HVGk3TOI7DpSiMEEImOlRJ0xg1LTY7sw1cGBxmeVmWEkdMO44z3R5KmsaoabHZmW3gYuBQuSoIdeqfF01j1LTY7Mw2cDFwsMZqtVoul+zXYYF5vOANNI1R02KzM9vAxcDBGio4derfFk1j1LTY7Mw2cDHw6f7J3UpAzGYKmsaoabHZmW3gAuBjjfV6naYpl0spe3dNY9S02FrfWvrdp4aPNSilnudJUXvbtp7nCViPrGmMmhabndkGLgBuA1TMMxFHInL6naYxalpsdmYb+NTwHNae4qTy07Rt6ziOyN6jpjFqWmx2Zhv4pPC0xn6/931fwIGaA5TSIAgEp6k1jVHTYrMz28AnhfMUOuY9HS5AVjtQ0xg1LTY7sw18OvhPvBWTPZa7CbWmMWpabHZmG/hETDJdP47jSbcVKIoiDEO5XUdNY9S02OzMNvApmGqRT5ZlYRhO0Z9M0zSKIhU+Hk1j1LTY7EwX+C9+8Yv5KKOfzhp935dlSQjhOGDeti0hRKl+o6YxalpsdiYK/Ne//rXneUZuR/4i0y4oruvadd0kSRhnvHRdt1wuHcdRMDutaYyaFpudiQIf9GHk3sLPEbENQZ7njuMsl8sRnxOldL1eu667Wq1UbgFqGqOmxWZnisAppUmSJEmiXW1ciqDNSyilq9XKtu3Bx29uVdK27WazCcNwsVikaarF5FxNY9S02OxMFHie54QQfavlHERveVRVVZIkjuN4nkcISZIkOyBNU0KI7/u2bcdxXJaljtrWMcau6/74xz+eX+zf//73f/nLX2SXmg/cP6/dbid+TqpIpG2UVtd1VVV5nh9+Quv1uqoqY7JKusR4NKPxnGIP55spFQU7HD+vtm193zdyq+FeojWAIlBKwzDcbreXvnFW+b8RUEqjKDJyvTysMXeCIBihjIH55P9Gs16vCSHCFsKIAdaYNXEcbzYbxovMIf/HQlVVhqU5YI35wkUZA8bn/xhpmsakNAesMVO4r840O//HzpDmMOPYV1hjjkx0arHB+T9eTLcWRiSwxuyY+qBzI/N/HCnL0vd9ifunswNrzAsxe0CYl//jy7DDWFmWsgsyElhjRojcNsaw/B93uq4Lw1DTNAesMReKooiiSOQdTcr/TUSWZSrvSPIasIZC3N9eW5Z1fXvP/crb7VbWtjFm5P+moygK3/f1Onoe1lCE+9tr6/r2/u6GvzUkKmPAgPzfpAyLenTZoKSHNVSDuzXquvZ9X3obWPf839R0XafFZmgDsIZa8LVGXdfqDIJqnf8Tg+Ibrz4Aa6gFR2sopYwHNM3/CWNIcwyf2n6/rw5QZyQb1pDGkPu0nuY/eVmjaRpCiJo5Nh3zf2KglBZF8fnnn3/00UeWZbmuSw7wPM+yrKurqyiKNpuNxN8DWEMtuFhDZWUMaJf/m5rdbhdF0WKxeNMIg1niOF4sFoQQKakiWEMt2K3RdZ3neSorY0Cv/N907Pf7MAyHGXGXdtyqqhreK3hTNVhDER77KwM3d2OuMnwV1ekAv4ku+b8p6LouSRLXdRnbC7vdzvf9MAyFbXECa2jGiQyZdsoYGNIcX3/9tZqZv4kYepEc908cJsWIqTdYQ3UO+7GnM2S/+c1v3r9/L7u853IUl+M4amb+pmCiTYyErf2BNdRFrwzZ+Zga15lsNpvpRsTFrP2BNVRExwzZOZga1/lUVRUEwdR5nCRJJt07HtZQC30zZKcxNa6LaJrG8zwBvS1KKSFkOr3CGgqhdYbsBKbGdRFd14lcwjds4zrRADysoQq6Z8hew9S4LiWKIsGlHdplU1wZ1lACAzJkL2JqXJcyzIUVf98wDKdIIcMa8jEjQ/YcU+MawUTf3jeZyFawhmSMyZAdYWpcI6iqihAi6+4cz8p6ANaQiUkZskNMjWscLCfpsrPf713X5XtNWEMmJmXIDjE1rhF0XWfbttyFNq7r8jU4rCENwzJkD5ga1zhEnibxGtzPzYI1pGFYhuwBU+MaB3Oz6/72euQC6Ae4N8RgDTmYlyEbMDWu0VxdXbF1TzhYo+9727Y5zqaFNeRgXoZswNS4xtG2rW3bbNfgYw2+63dgDQkYmSHrzY1rNDw6TXyswbfbCGtIwMgMWW9uXKPZbrdBELBdg481+M6FgzUkMDZDdvwAsWwyOsVQpZGZPxZ4aJSPNfjKFNaQwNgMGU9r9LwzZL2hmT8W8jxPkoTtGrAGYMqQcbYG3wyZqZk/FsqyDMOQ7Rp8TshJ05TjdvCwhmgYMmScrcE3Q2Zq5o8Ftu7S3c2zQ7ZGw3e2LqwhGoYM2fHpB4xPFN8MmamZPxaapnEcR3Yp+r7vCSEcz6yCNUTDkCHj3Nbg29c1NfPHiGUp8RVzHIfj6j4lQpoVDBkypa1hauaPEb4/8uPg3uSBNUTDkCHjbA2+GTIemT8+1uAbFyOr1Wq5XMotAw+hPwHWEA1DhoyzNfhmyHhMlOBjDfHr9E+gQmqDe3sH1hCNCo/RAN+HydS42JE7yX2Kaf6whgSMzJD15sbFyHq9TtPUpLsr8THPDRV+DKdoGpgaFyOUUs/zpDQ32rb1PI/7TFlYQwJGZsh6c+Nih0eqeAwTJYZhDQmo8Hs4RbvA1Li4MMVRUqdp29ZxnCk2LoA15GBehmzA1LjY2e/3vu8LOOphgFIaBMFEAoU15GBehmzqK6t/9zfhMen+XCadtAJryMG8DNmAqXHxQozXpt4eCdaQhmEZsgdMjYsXcRxPOuG9KIowDCftpsEaMjEpQ3aIqXHxIsuyMAynyHGkaRpF0dT1AGvIxKQM2SGmxsWRsiwJIRy7cm3bEkLEtLZgDckYkyE7wtS4OFLXteu6SZIw5mK6rlsul47jCPMmrCEfMzJkzzE1Lr7kee44znK5HOEOSul6vXZdd7VaieydwRpKYECG7EVMjYsvlNLVamXbNiEkz/M3F9G0bbvZbMIwXCwWaZqKHzaCNVThMEPWdR3HpICYDNlr6J75E0lVVUmSOI7jeR4hJEmS7IA0TQkhvu/bth3HcVmWsmKHNRRiyJD9+c9/5pXbE5khO4HWmT8p1HVdVVWe54fWWK/XVVWpsP06rKEWX3311UcfffSzn/1MuwzZafTN/IHnwBpqMZyurGOG7BxMjWtuwBoKEcfxZrMZ/lu7DNmZmBrXrIA1VOFQGYfokiG7FFPjmgOwhhKcM09J8QzZaEyNy2BgDfkodX4HAG8Ca0gGygDaAWvIRPfZ0GCewBrSgDKApsAaciiKIooi2aUAYAywxnBO4DewHxd4Dtvt1oA1V2C2wBp3Nw+yuL+9Zjo49SygDKA7s7fGkxOWJ9dGXde+70MZQGvmbo2jU8wPGh78qeuaECJsXzwAJgLWeGKNo/95Efv9vjrgaLtdKAMYA6xx3NY4v4dCKS2KIo6/WCz+i2VZrvuOkMXDy/M+tizr6uqDKPrpl19++eMf/1ipg84BGM3crTEur7Hb7aLop4vFVRS922ysrrP6/uUXpdbvfmfZ9t+8e/e3hHhlWU4bDgDTM3trHKYyzshq7Pf7MPyJ7y+KwqL0VVk8vLrO8jyraay+t6rKCsOPfd/FoiygNbDGIIuBU+2MruuS5L+77ruyfFsWD8ogxKrrJ/+421m+vwjDn2CrCKApsMZZNE1DiJvn3zrTF68p4+FVlpbv/7PgA8oA4AKs8Ta73c7z/um17/9rr7p+VRnDq2ks3//Hovi/suMD4DJgjTfYbP43IZ+eyHeyvCi1ougfsux/yI4SgAuANU5RVVUQfHpO1pPllSSLPP9fsmMF4FxgjVdpmsbz/mmiVsZRi4OQTzGwAnQB1niZrut8/3v7/eTKGF5ta/n+dzENDGgBrPEyUfQvRXHBiAn7a7ezfN+VHTcAbwNrvEBd1573sUhlDK8w/BiTR4H6wBovEIY/OX8qF8dXXVue9z3Z0QPwBrDGMVVVEbIQr4zhFccfbzb/R3YdAHAKWOOYIPC3WznK6Htrv7dc97uy6wCAU8AaT+i6zrY/nHqCxumX677b7/eyawKAV4E1nrDZbOL47yUqo++tLPsgy/5ddk0A8CqwxhOi6KdFMfLbfntt3dw9/rd1M/I6GIIFigNrPOHq6oPR3ZMHa9zfWta1dc/Q3LDtb2MdPVAWWOORtm1t+9ujv+rfWOPOsizrjq2T4vsLTDAHygJrPMI4uev22rq5ta4t6/aeSRk9pnsBtYE1Htlut0EwfqbGNye4sfVNhleSfDvPc9n1AcDLwBqPMA6gDD0UljzowyvLrCzLZNcHAC8DazyS53mSMOc1euvGehxMgTWAecAaj5RlGYZseY1BFswJ0TT9u/V6Lbs+AHgZWOOR3W7n+0x5jYcmxt0NU4Ijit4VRSG7PgB4GVjjkaZpHEfyxNDhRciiqirZ9QHAy8AaT7As+croe8tx/h77egFlgTWeQIhXVZKV0TSW43wquyYAeBVY4wmr1X8sl1dyrZHnVpL8q+yaAOBVYI0nqJDaQFIDKA6scYzrflfY1uTPX11n2fZHlFLZ1QDAq8Aax6zXX6bph7KssV5/kKb/JrsOADgFrHEMpdTz/llKc6NtLc+zsUYeKA6s8QKMk0RHv9L0w/X6S9nRA/AGsMbLeN73Lj1Enr2h4TifIKMB1AfWeJn9fu/73xFwyOvwotQKgk8xdAK0ANZ4le32/wXBJ6L6Ju/W6/+UHTEAZwFrnGK9/s80fTe1Mjabb8Xxf5MdKwDnAmu8QRx/nmUTzvsqim+F4X9FOgNoBKzxNln2P8PwkylyHGn6Lor+BcoAegFrnEVZ/oEQm+Mkjra1CFkglwF0BNY4l7quXfe7SfJR2zL5ouus5fJDx/kEIyZAU2CNy8jz3znOJ8vlhyPcQam1Xn/guv+4WmXolQB9gTUuhlK6WmW2/Y6QRZ5bTfN2Z2SzscLw48XiKk3/DRPGge7AGuOpqipJ/tVxPvW8jwlZJMm3s8x6eKXp3xGy8P2Fbb+L4y/KskT7ApgBrMGBuq6rqsrzPDtgvV5XVYWDF4F5wBoAgMuANQAAlwFrAAAuA9YAAFwGrAEAuAxYAwBwGbAGAOAyYA0AwGX8f8RVUAi18863AAAAAElFTkSuQmCC" alt="" />//ACF形成向右凸的非直线性->右左旋(以F为旋转中心)

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" 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" 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" alt="" />

单旋和双旋完整代码(包含平衡因子):

         int depth(AVLnode *p)
{
int ldep=,rdep=,depval;
if(p==NULL)
depval=-;
else
{
ldep=depth(p->left);
rdep=depth(p->right);
depval=+(ldep>rdep?ldep:rdep);
}
return depval;
}; int balanceFactor(AVLnode *cur)
{
int ldep=,rdep=;
AVLnode *p=cur;
ldep=depth(p->left);
rdep=depth(p->right);
return (rdep-ldep);
}; void rightRotate(AVLnode *cur)
{
//cur is the middle one
if(cur->right!=NULL)
{
cur->parent->left=cur->right;
cur->right->parent=cur->parent;
}
else cur->parent->left=NULL; if(cur->parent->parent==NULL)
{
cur->parent->parent=cur;
cur->right=cur->parent;
cur->parent=NULL;
root=cur;
}
else
{
AVLnode *pr=cur->parent->parent;
cur->right=cur->parent;
cur->parent->parent=cur; cur->parent=pr;
if(cur->nodeValue>pr->nodeValue)
pr->right=cur;
else pr->left=cur;
}
}; void leftRotate(AVLnode *cur)
{
//cur is the middle one
if(cur->left!=NULL)
{
cur->parent->right=cur->left;
cur->left->parent=cur->parent;
}
else cur->parent->right=NULL; if(cur->parent->parent==NULL)
{
cur->parent->parent=cur;
cur->left=cur->parent;
cur->parent=NULL;
root=cur;
}
else
{
AVLnode *pr=cur->parent->parent;
cur->left=cur->parent;
cur->parent->parent=cur; cur->parent=pr;
if(cur->nodeValue>pr->nodeValue)
pr->right=cur;
else pr->left=cur;
}
}; void leftrightRotate(AVLnode *cur)
{
//cur is the third one
//全空
if(cur->left==NULL&&cur->right==NULL)
{
cur->parent->right=NULL;
cur->parent->parent->left=NULL;
}
//一边空 另一边最多一个
else if(cur->right==NULL)
{
cur->left->parent=cur->parent;
cur->parent->right=cur->left;
cur->parent->parent->left=NULL;
}
else if(cur->left==NULL)
{
cur->right->parent=cur->parent->parent;
cur->parent->parent->left=cur->right;
cur->parent->right=NULL;
}
//非空 挂在一边 另一边最多只有一个元素
else
{
cur->left->parent=cur->parent;
cur->parent->right=cur->left; cur->right->parent=cur->parent->parent;
cur->parent->parent->left=cur->right; }
AVLnode *pr=cur->parent->parent->parent; cur->right=cur->parent->parent;
cur->parent->parent->parent=cur; cur->parent->parent=cur;
cur->left=cur->parent; if(pr!=NULL)
{
cur->parent=pr;
if(cur->nodeValue<pr->nodeValue)
pr->left=cur;
else pr->right=cur;
}
else
{
cur->parent=NULL;
root=cur;
}
}; void rightleftRotate(AVLnode *cur)
{
//cur is the third one
//全空
if(cur->left==NULL&&cur->right==NULL)
{
cur->parent->left=NULL;
cur->parent->parent->right=NULL;
}
//一边空 另一边最多一个
else if(cur->left==NULL)
{
cur->right->parent=cur->parent;
cur->parent->left=cur->right;
cur->parent->parent->right=NULL;
}
else if(cur->right==NULL)
{
cur->left->parent=cur->parent->parent;
cur->parent->parent->right=cur->left;
cur->parent->left=NULL;
}
//非空 挂在一边 另一边最多只有一个元素
else
{
cur->right->parent=cur->parent;
cur->parent->left=cur->right; cur->left->parent=cur->parent->parent;
cur->parent->parent->right=cur->left; }
AVLnode *pr=cur->parent->parent->parent; cur->left=cur->parent->parent;
cur->parent->parent->parent=cur; cur->parent->parent=cur;
cur->right=cur->parent; if(pr!=NULL)
{
cur->parent=pr;
if(cur->nodeValue<pr->nodeValue)
pr->left=cur;
else pr->right=cur;
}
else
{
cur->parent=NULL;
root=cur;
}
}

平衡插入完整代码:

 AVLnode *AVLtree::insert(const string &item)
{
AVLnode *t=root,*newnode,*parent=NULL;
while(t!=NULL)
{
parent=t;
if(item==t->nodeValue)
return NULL;
else if(item<t->nodeValue)
t=t->left;
else
t=t->right;
}
newnode=creatAVLNode(item,NULL,NULL,parent);
if(parent==NULL)
root=newnode;
else if(item>parent->nodeValue)
parent->right=newnode;
else
parent->left=newnode;
treeSize++; int bf=,count=;
AVLnode *cur=newnode,*p=newnode;
while(bf>=-&&bf<=&&cur!=root)
{
cur=cur->parent;
count++;
bf=balanceFactor(cur);
} if(bf<-||bf>)
{
if(count==) ;
else
{
for(int i=;i<count-;i++)
p=p->parent;
}
//all left
if(p->nodeValue<p->parent->nodeValue&&p->parent->nodeValue<cur->nodeValue)
rightRotate(p->parent); //all right
else if(p->nodeValue>p->parent->nodeValue&&p->parent->nodeValue>cur->nodeValue)
leftRotate(p->parent); //right left
else if(p->nodeValue<p->parent->nodeValue&&p->parent->nodeValue>cur->nodeValue)
rightleftRotate(p);
//left right
else if(p->nodeValue>p->parent->nodeValue&&p->parent->nodeValue<cur->nodeValue)
leftrightRotate(p);
}
return newnode;
}

平衡删除完整代码:

待补充

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