二叉树变森林:规则解析

引言在计算机科学中,二叉树是一种重要的数据结构,广泛应用于各种算法和数据管理系统中。森林是一组不相交的树,二叉树转换为森林是一个常见且有用的操作。本文将详细阐述二叉树转换为森林的规则,为读者提供深入的...

引言

在计算机科学中,二叉树是一种重要的数据结构,广泛应用于各种算法和数据管理系统中。森林是一组不相交的树,二叉树转换为森林是一个常见且有用的操作。本文将详细阐述二叉树转换为森林的规则,为读者提供深入的理解和指导。

二叉树变森林:规则解析

递归分割

```

if (node == NULL) {

return NULL;

node->left = convert(node->left);

node->right = convert(node->right);

if (node->left == NULL && node->right == NULL) {

return node;

} else if (node->left == NULL) {

return node->right;

} else if (node->right == NULL) {

return node->left;

} else {

return node;

```

```

stack s;

s.push(root);

while (!s.empty()) {

TreeNode node = s.top();

s.pop();

if (node->left == NULL && node->right == NULL) {

continue;

}

if (node->right != NULL) {

s.push(node->right);

}

if (node->left != NULL) {

s.push(node->left);

}

if (node->left == NULL || node->right == NULL) {

node->left = NULL;

node->right = NULL;

}

```

记录父节点

```

TreeNode convert(TreeNode root) {

TreeNode dummy = new TreeNode(0);

TreeNode prev = dummy;

stack s;

s.push(root);

while (!s.empty()) {

TreeNode node = s.top();

s.pop();

if (node->left == NULL && node->right == NULL) {

prev->right = node;

prev = prev->right;

} else {

if (node->right != NULL) {

s.push(node->right);

}

if (node->left != NULL) {

s.push(node->left);

}

}

}

return dummy->right;

```

逐层转换

```

queue q;

q.push(root);

while (!q.empty()) {

int n = q.size();

for (int i = 0; i < n; i++) {

TreeNode node = q.front();

q.pop();

if (node->left != NULL) {

q.push(node->left);

}

if (node->right != NULL) {

q.push(node->right);

}

node->left = NULL;

node->right = NULL;

}

```

标记法

```

void convert(TreeNode root) {

if (root == NULL) {

return;

}

convert(root->left);

convert(root->right);

root->left = NULL;

if (root->right != NULL) {

root->right = root->right->right;

}

```

节点拆分法

```

TreeNode convert(TreeNode root) {

if (root == NULL) {

return NULL;

}

if (root->left == NULL && root->right == NULL) {

return root;

}

TreeNode left = convert(root->left);

TreeNode right = convert(root->right);

root->left = NULL;

root->right = NULL;

if (left != NULL) {

left->right = right;

return left;

} else {

return right;

}

```

递归合并

```

TreeNode convert(TreeNode root) {

if (root == NULL) {

return NULL;

}

if (root->left == NULL && root->right == NULL) {

return root;

}

TreeNode left = convert(root->left);

TreeNode right = convert(root->right);

if (left == NULL) {

root->right = right;

return root;

} else if (right == NULL) {

root->left = left;

return root;

} else {

root->left = left;

root->right = right;

return root;

}

```

深度优先合并

```

void convert(TreeNode root) {

if (root == NULL) {

return;

}

convert(root->left);

convert(root->right);

if (root->left != NULL && root->left->right == NULL) {

root->left->right = root->right;

root->right = NULL;

}

```

广度优先合并

```

queue q;

q.push(root);

while (!q.empty()) {

TreeNode node = q.front();

q.pop();

if (node->left != NULL) {

q.push(node->left);

}

if (node->right != NULL) {

q.push(node->right);

}

if (node->left != NULL && node->left->right == NULL) {

node->left->right = node->right;

node->right = NULL;

}

```

层次遍历合并

```

queue q;

q.push(root);

while (!q.empty()) {

int n = q.size();

for (int i = 0; i < n; i++) {

TreeNode node = q.front();

q.pop();

if (node->left != NULL) {

q.push(node->left);

}

if (node->right != NULL) {

q.push(node->right);

}

if (node->left != NULL && node->left->right == NULL) {

node->left->right = node->right;

node->right = NULL;

}

}

```

边界合并

```

void convert(TreeNode root) {

if (root == NULL) {

return;

}

convert(root->left);

convert(root->right);

if (root->left != NULL) {

TreeNode node = root->left;

while (node->right != NULL) {

node = node->right;

}

node->right = root->right;

root->right = NULL;

}

```

逆序合并

```

void convert(TreeNode root) {

if (root == NULL) {

return;

}

convert(root->right);

convert(root->left);

if (root->right != NULL) {

TreeNode node = root->right;

while (node->left != NULL) {

node = node->left;

}

node->left = root->left;

root->left = NULL;

}

```

二叉树转换为森林的规则涉及多种技术和策略,包括递归、遍历和合并。通过对每个规则的深入理解,读者可以有效地转换二叉树,满足特定问题的需求。这些规则为开发高效和灵活的算法提供了基础,广泛应用于计算机科学和相关领域。

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