|
| 1 | +# 算法训练营总结 |
| 2 | + |
| 3 | +## 方法论 |
| 4 | + |
| 5 | +* 五毒神掌 |
| 6 | + |
| 7 | +* 自顶向下 |
| 8 | + |
| 9 | +* 熟记解题模板 |
| 10 | + |
| 11 | +* 不要死磕,看中英文精选评论,写简洁代码 |
| 12 | + |
| 13 | +## 掌握四种算法思想 |
| 14 | + |
| 15 | +* 分治 |
| 16 | + |
| 17 | +* 回溯 |
| 18 | + |
| 19 | +* 贪心 |
| 20 | + |
| 21 | +* 动态规划 |
| 22 | + |
| 23 | +## [算法与数据结构思维导图](https://note.youdao.com/web/#/file/WEBbdcb53f16e726debc02af4dfc624d50e/mindmap/WEBec155f49494b1031b649ce01de192962/) |
| 24 | + |
| 25 | +## 最后 |
| 26 | + |
| 27 | + 70天的算法训练营眨眼就过去了,相较以前埋头苦思独自刷题,思维有了很大的转变。 就像转魔方一样,在你眼中炫酷不可思议的操作往往有迹可循,当你了解规律,掌握模板,理解算法思想,看待问题的角度随之也发生了改变,解决问题基本也变成了一种搜索匹配的过程。 |
| 28 | + |
| 29 | + 课程虽然结束,但是刷题不会停: |
| 30 | + |
| 31 | + * 按分类刷题 |
| 32 | + |
| 33 | + * 重复刷题 |
| 34 | + |
| 35 | + * 结合实际问题进行思考 |
| 36 | + |
| 37 | + * 以思维导图为框架,填充内容 |
| 38 | + |
| 39 | + 加油~~~ |
| 40 | + |
| 41 | + |
| 42 | + |
| 43 | +## 前序 + 后续 |
| 44 | + |
| 45 | +```javascript |
| 46 | + |
| 47 | +/** |
| 48 | + * Definition for a binary tree node. |
| 49 | + * function TreeNode(val) { |
| 50 | + * this.val = val; |
| 51 | + * this.left = this.right = null; |
| 52 | + * } |
| 53 | + */ |
| 54 | +/** |
| 55 | + * @param {number[]} pre |
| 56 | + * @param {number[]} post |
| 57 | + * @return {TreeNode} |
| 58 | + */ |
| 59 | +var constructFromPrePost = function(pre, post) { |
| 60 | + return helper(pre, post, 0, pre.length - 1, 0, post.length -1) |
| 61 | + function helper( |
| 62 | + preorder, postorder, preorder_start, preorder_end, postorder_start, postorder_end) { |
| 63 | + if (preorder_start > preorder_end || postorder_start > postorder_end) return null |
| 64 | + let root = new TreeNode(preorder[preorder_start]) |
| 65 | + if (preorder_start == preorder_end) return root |
| 66 | + let index = postorder_start |
| 67 | + while (preorder[preorder_start+1] != postorder[index]) index++ |
| 68 | + root.left = helper(preorder, postorder, preorder_start + 1, preorder_start+1 + index - postorder_start, postorder_start, index) |
| 69 | + root.right = helper(preorder, postorder, preorder_start+1 + 1 + index - postorder_start, preorder_end, index + 1, postorder_end - 1) |
| 70 | + return root |
| 71 | + } |
| 72 | +}; |
| 73 | + |
| 74 | +``` |
| 75 | + |
| 76 | + |
| 77 | +## 前序 + 中序 |
| 78 | + |
| 79 | +```javascript |
| 80 | + |
| 81 | +/** |
| 82 | + * Definition for a binary tree node. |
| 83 | + * function TreeNode(val) { |
| 84 | + * this.val = val; |
| 85 | + * this.left = this.right = null; |
| 86 | + * } |
| 87 | + */ |
| 88 | +/** |
| 89 | + * @param {number[]} preorder |
| 90 | + * @param {number[]} inorder |
| 91 | + * @return {TreeNode} |
| 92 | + */ |
| 93 | +var buildTree = function(preorder, inorder) { |
| 94 | + return helper(preorder, inorder, 0, preorder.length - 1, 0, inorder.length -1) |
| 95 | + function helper( |
| 96 | + preorder, inorder, preorder_start, preorder_end, inorder_start, inorder_end) { |
| 97 | + if (preorder_start > preorder_end || inorder_start > inorder_end) return null |
| 98 | + let root = new TreeNode(preorder[preorder_start]) |
| 99 | + if (pre_start == pre_end) return root |
| 100 | + let index = inorder_start |
| 101 | + while (preorder[preorder_start] != inorder[index]) index++ |
| 102 | + root.left = helper(preorder, inorder, preorder_start + 1, preorder_start+1 + index-1 - inorder_start, inorder_start, index-1) |
| 103 | + root.right = helper(preorder, inorder, preorder_start+1 + 1 + index-1 - inorder_start, preorder_end, index + 1, inorder_end) |
| 104 | + return root |
| 105 | + } |
| 106 | +}; |
| 107 | + |
| 108 | + |
| 109 | +``` |
| 110 | + |
| 111 | +## 中序 + 后序 |
| 112 | + |
| 113 | +```javascript |
| 114 | + |
| 115 | +/** |
| 116 | + * Definition for a binary tree node. |
| 117 | + * function TreeNode(val) { |
| 118 | + * this.val = val; |
| 119 | + * this.left = this.right = null; |
| 120 | + * } |
| 121 | + */ |
| 122 | +/** |
| 123 | + * @param {number[]} inorder |
| 124 | + * @param {number[]} postorder |
| 125 | + * @return {TreeNode} |
| 126 | + */ |
| 127 | +var buildTree = function(inorder, postorder) { |
| 128 | + return helper(inorder, postorder, 0, inorder.length - 1, 0, postorder.length -1) |
| 129 | + function helper( |
| 130 | + inorder, postorder, inorder_start, inorder_end, postorder_start, postorder_end) { |
| 131 | + if (inorder_start > inorder_end || postorder_start > postorder_end) return null |
| 132 | + let root = new TreeNode(postorder[postorder_end]) |
| 133 | + if (postorder_start == postorder_end) return root |
| 134 | + let index = inorder_start |
| 135 | + while (postorder[postorder_end] != inorder[index]) index++ |
| 136 | + root.left = helper(inorder, postorder, inorder_start, index - 1, postorder_start, postorder_start + (index-1 - inorder_start)) |
| 137 | + root.right = helper(inorder, postorder, index + 1, inorder_end, postorder_end-1 - (inorder_end - (index+1)), postorder_end-1) |
| 138 | + return root |
| 139 | + } |
| 140 | +}; |
| 141 | + |
| 142 | + |
| 143 | +``` |
0 commit comments