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# 

## 

### 

********
********
********



- 
- 

#### 

```go
func preorderTraversal(root *TreeNode)  {
    if root==nil{
        return
    }
    // 
    fmt.Println(root.Val)
    preorderTraversal(root.Left)
    preorderTraversal(root.Right)
}
```

#### 

```go
// V3
func preorderTraversal(root *TreeNode) []int {
    // 
    if root == nil{
        return nil
    }
    result:=make([]int,0)
    stack:=make([]*TreeNode,0)

    for root!=nil || len(stack)!=0{
        for root !=nil{
            // 
            result=append(result,root.Val)
            stack=append(stack,root)
            root=root.Left
        }
        // pop
        node:=stack[len(stack)-1]
        stack=stack[:len(stack)-1]
        root=node.Right
    }
    return result
}
```

#### 

```go
// stack 
func inorderTraversal(root *TreeNode) []int {
    result := make([]int, 0)
    if root == nil {
        return result
    }
    stack := make([]*TreeNode, 0)
    for len(stack) > 0 || root != nil {
        for root != nil {
            stack = append(stack, root)
            root = root.Left // 
        }
        // 
        val := stack[len(stack)-1]
        stack = stack[:len(stack)-1]
        result = append(result, val.Val)
        root = val.Right
    }
    return result
}
```

#### 

```go
func postorderTraversal(root *TreeNode) []int {
	// lastVisit
	if root == nil {
		return nil
	}
	result := make([]int, 0)
	stack := make([]*TreeNode, 0)
	var lastVisit *TreeNode
	for root != nil || len(stack) != 0 {
		for root != nil {
			stack = append(stack, root)
			root = root.Left
		}
		// 
		node:= stack[len(stack)-1]
		// 
		if node.Right == nil || node.Right == lastVisit {
			stack = stack[:len(stack)-1] // pop
			result = append(result, node.Val)
			// 
			lastVisit = node
		} else {
			root = node.Right
		}
	}
	return result
}
```



- 

#### DFS -

```go
type TreeNode struct {
    Val   int
    Left  *TreeNode
    Right *TreeNode
}

func preorderTraversal(root *TreeNode) []int {
    result := make([]int, 0)
    dfs(root, &result)
    return result
}

// V1
func dfs(root *TreeNode, result *[]int) {
    if root == nil {
        return
    }
    *result = append(*result, root.Val)
    dfs(root.Left, result)
    dfs(root.Right, result)
}
```

#### DFS -

```go
// V2
func preorderTraversal(root *TreeNode) []int {
    result := divideAndConquer(root)
    return result
}
func divideAndConquer(root *TreeNode) []int {
    result := make([]int, 0)
    // (null & leaf)
    if root == nil {
        return result
    }
    // (Divide)
    left := divideAndConquer(root.Left)
    right := divideAndConquer(root.Right)
    // (Conquer)
    result = append(result, root.Val)
    result = append(result, left...)
    result = append(result, right...)
    return result
}
```



> DFS  

#### BFS 

```go
func levelOrder(root *TreeNode) [][]int {
    // 
    result := make([][]int, 0)
    if root == nil {
        return result
    }
    queue := make([]*TreeNode, 0)
    queue = append(queue, root)
    for len(queue) > 0 {
        list := make([]int, 0)
        // length
        // 
        l := len(queue)
        for i := 0; i < l; i++ {
            // 
            level := queue[0]
            queue = queue[1:]
            list = append(list, level.Val)
            if level.Left != nil {
                queue = append(queue, level.Left)
            }
            if level.Right != nil {
                queue = append(queue, level.Right)
            }
        }
        result = append(result, list)
    }
    return result
}
```

### 





- 
- 
- 



- 
- 
- 

```go
func traversal(root *TreeNode) ResultType  {
    // nil or leaf
    if root == nil {
        // do something and return
    }

    // Divide
    ResultType left = traversal(root.Left)
    ResultType right = traversal(root.Right)

    // Conquer
    ResultType result = Merge from left and right

    return result
}
```

#### 

```go
// V2
func preorderTraversal(root *TreeNode) []int {
    result := divideAndConquer(root)
    return result
}
func divideAndConquer(root *TreeNode) []int {
    result := make([]int, 0)
    // (null & leaf)
    if root == nil {
        return result
    }
    // (Divide)
    left := divideAndConquer(root.Left)
    right := divideAndConquer(root.Right)
    // (Conquer)
    result = append(result, root.Val)
    result = append(result, left...)
    result = append(result, right...)
    return result
}
```

####  

```go
func MergeSort(nums []int) []int {
    return mergeSort(nums)
}
func mergeSort(nums []int) []int {
    if len(nums)  right[r] {
            result = append(result, right[r])
            r++
        } else {
            result = append(result, left[l])
            l++
        }
    }
    // 
    result = append(result, left[l:]...)
    result = append(result, right[r:]...)
    return
}
```



> 

####  

```go
func QuickSort(nums []int) []int {
	// 
	quickSort(nums, 0, len(nums)-1)
	return nums

}
// 
func quickSort(nums []int, start, end int) {
	if start < end {
        // divide
		pivot := partition(nums, start, end)
		quickSort(nums, 0, pivot-1)
		quickSort(nums, pivot+1, end)
	}
}
// 
func partition(nums []int, start, end int) int {
	p := nums[end]
	i := start
	for j := start; j < end; j++ {
		if nums[j] < p {
			swap(nums, i, j)
			i++
		}
	}
    // 
	swap(nums, i, end)
	return i
}
func swap(nums []int, i, j int) {
	t := nums[i]
	nums[i] = nums[j]
	nums[j] = t
}
```



> 
> 0length-1 



#### maximum-depth-of-binary-tree

[maximum-depth-of-binary-tree](https://leetcode-cn.com/problems/maximum-depth-of-binary-tree/)

> 



```go
func maxDepth(root *TreeNode) int {
    // 
    if root == nil {
        return 0
    }
    // divide
    left := maxDepth(root.Left)
    right := maxDepth(root.Right)

    // conquer
    if left > right {
        return left + 1
    }
    return right + 1
}
```

#### balanced-binary-tree

[balanced-binary-tree](https://leetcode-cn.com/problems/balanced-binary-tree/)

> 

 &&  &&  0 

```go
func isBalanced(root *TreeNode) bool {
    if maxDepth(root) == -1 {
        return false
    }
    return true
}
func maxDepth(root *TreeNode) int {
    // check
    if root == nil {
        return 0
    }
    left := maxDepth(root.Left)
    right := maxDepth(root.Right)

    // -1
    if left == -1 || right == -1 || left-right > 1 || right-left > 1 {
        return -1
    }
    if left > right {
        return left + 1
    }
    return right + 1
}
```



> 

#### binary-tree-maximum-path-sum

[binary-tree-maximum-path-sum](https://leetcode-cn.com/problems/binary-tree-maximum-path-sum/)

> ****



```go
type ResultType struct {
    SinglePath int // 
    MaxPath int // +
}
func maxPathSum(root *TreeNode) int {
    result := helper(root)
    return result.MaxPath
}
func helper(root *TreeNode) ResultType {
    // check
    if root == nil {
        return ResultType{
            SinglePath: 0,
            MaxPath: -(1  right.SinglePath {
        result.SinglePath = max(left.SinglePath + root.Val, 0)
    } else {
        result.SinglePath = max(right.SinglePath + root.Val, 0)
    }
    // 
    maxPath := max(right.MaxPath, left.MaxPath)
    result.MaxPath = max(maxPath,left.SinglePath+right.SinglePath+root.Val)
    return result
}
func max(a,b int) int {
    if a > b {
        return a
    }
    return b
}
```

#### lowest-common-ancestor-of-a-binary-tree

[lowest-common-ancestor-of-a-binary-tree](https://leetcode-cn.com/problems/lowest-common-ancestor-of-a-binary-tree/)

> , 



```go
func lowestCommonAncestor(root, p, q *TreeNode) *TreeNode {
    // check
    if root == nil {
        return root
    }
    //  root
    if root == p || root == q {
        return root
    }
    // Divide
    left := lowestCommonAncestor(root.Left, p, q)
    right := lowestCommonAncestor(root.Right, p, q)


    // Conquer
    // 
    if left != nil && right != nil {
        return root
    }
    if left != nil {
        return left
    }
    if right != nil {
        return right
    }
    return nil
}
```

### BFS 

#### binary-tree-level-order-traversal

[binary-tree-level-order-traversal](https://leetcode-cn.com/problems/binary-tree-level-order-traversal/)

>  ****  

 O(logN)

```go
func levelOrder(root *TreeNode) [][]int {
	result := make([][]int, 0)
	if root == nil {
		return result
	}
	queue := make([]*TreeNode, 0)
	queue = append(queue, root)
	for len(queue) > 0 {
		list := make([]int, 0)
        // length
        // 
		l := len(queue)
		for i := 0; i < l; i++ {
            // 
			level := queue[0]
			queue = queue[1:]
			list = append(list, level.Val)
			if level.Left != nil {
				queue = append(queue, level.Left)
			}
			if level.Right != nil {
				queue = append(queue, level.Right)
			}
		}
		result = append(result, list)
	}
	return result
}
```

#### binary-tree-level-order-traversal-ii

[binary-tree-level-order-traversal-ii](https://leetcode-cn.com/problems/binary-tree-level-order-traversal-ii/)

>  



```go
func levelOrderBottom(root *TreeNode) [][]int {
    result := levelOrder(root)
    // 
    reverse(result)
    return result
}
func reverse(nums [][]int) {
	for i, j := 0, len(nums)-1; i < j; i, j = i+1, j-1 {
		nums[i], nums[j] = nums[j], nums[i]
	}
}
func levelOrder(root *TreeNode) [][]int {
	result := make([][]int, 0)
	if root == nil {
		return result
	}
	queue := make([]*TreeNode, 0)
	queue = append(queue, root)
	for len(queue) > 0 {
		list := make([]int, 0)
        // length
        // 
		l := len(queue)
		for i := 0; i < l; i++ {
            // 
			level := queue[0]
			queue = queue[1:]
			list = append(list, level.Val)
			if level.Left != nil {
				queue = append(queue, level.Left)
			}
			if level.Right != nil {
				queue = append(queue, level.Right)
			}
		}
		result = append(result, list)
	}
	return result
}
```

#### binary-tree-zigzag-level-order-traversal

[binary-tree-zigzag-level-order-traversal](https://leetcode-cn.com/problems/binary-tree-zigzag-level-order-traversal/)

> Z 

```go
func zigzagLevelOrder(root *TreeNode) [][]int {
	result := make([][]int, 0)
	if root == nil {
		return result
	}
	queue := make([]*TreeNode, 0)
	queue = append(queue, root)
	toggle := false
	for len(queue) > 0 {
		list := make([]int, 0)
		// 
		l := len(queue)
		for i := 0; i < l; i++ {
			// 
			level := queue[0]
			queue = queue[1:]
			list = append(list, level.Val)
			if level.Left != nil {
				queue = append(queue, level.Left)
			}
			if level.Right != nil {
				queue = append(queue, level.Right)
			}
		}
		if toggle {
			reverse(list)
		}
		result = append(result, list)
		toggle = !toggle
	}
	return result
}
func reverse(nums []int) {
	for i := 0; i < len(nums)/2; i++ {
		t := nums[i]
		nums[i] = nums[len(nums)-1-i]
		nums[len(nums)-1-i] = t
	}
}
```

### 

#### validate-binary-search-tree

[validate-binary-search-tree](https://leetcode-cn.com/problems/validate-binary-search-tree/)

> 

 1

 2 MAX <  <  MIN

```go
// v1
func isValidBST(root *TreeNode) bool {
    result := make([]int, 0)
    inOrder(root, &result)
    // check order
    for i := 0; i < len(result) - 1; i++{
        if result[i] >= result[i+1] {
            return false
        }
    }
    return true
}

func inOrder(root *TreeNode, result *[]int)  {
    if root == nil{
        return
    }
    inOrder(root.Left, result)
    *result = append(*result, root.Val)
    inOrder(root.Right, result)
}


```

```go
// v2
type ResultType struct {
	IsValid bool
    // 
	Max     *TreeNode
	Min     *TreeNode
}

func isValidBST2(root *TreeNode) bool {
	result := helper(root)
	return result.IsValid
}
func helper(root *TreeNode) ResultType {
	result := ResultType{}
	// check
	if root == nil {
		result.IsValid = true
		return result
	}

	left := helper(root.Left)
	right := helper(root.Right)

	if !left.IsValid || !right.IsValid {
		result.IsValid = false
		return result
	}
	if left.Max != nil && left.Max.Val >= root.Val {
		result.IsValid = false
		return result
	}
	if right.Min != nil && right.Min.Val  BST 



```go
// DFS
func insertIntoBST(root *TreeNode, val int) *TreeNode {
    if root == nil {
        root = &TreeNode{Val: val}
        return root
    }
    if root.Val > val {
        root.Left = insertIntoBST(root.Left, val)
    } else {
        root.Right = insertIntoBST(root.Right, val)
    }
    return root
}
```

## 

- 
-  DFS 
-  BFS 

## 

- [ ] [maximum-depth-of-binary-tree](https://leetcode-cn.com/problems/maximum-depth-of-binary-tree/)
- [ ] [balanced-binary-tree](https://leetcode-cn.com/problems/balanced-binary-tree/)
- [ ] [binary-tree-maximum-path-sum](https://leetcode-cn.com/problems/binary-tree-maximum-path-sum/)
- [ ] [lowest-common-ancestor-of-a-binary-tree](https://leetcode-cn.com/problems/lowest-common-ancestor-of-a-binary-tree/)
- [ ] [binary-tree-level-order-traversal](https://leetcode-cn.com/problems/binary-tree-level-order-traversal/)
- [ ] [binary-tree-level-order-traversal-ii](https://leetcode-cn.com/problems/binary-tree-level-order-traversal-ii/)
- [ ] [binary-tree-zigzag-level-order-traversal](https://leetcode-cn.com/problems/binary-tree-zigzag-level-order-traversal/)
- [ ] [validate-binary-search-tree](https://leetcode-cn.com/problems/validate-binary-search-tree/)
- [ ] [insert-into-a-binary-search-tree](https://leetcode-cn.com/problems/insert-into-a-binary-search-tree/)

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