Binary Tree Maximum Path Sum -- LeetCode

本文深入探讨了LeetCode上的一个独特问题——求树路径的最大和,该路径可以始于任意节点,跨越左右子树。通过自定义递归函数和巧妙的返回值使用,实现了一次遍历解决该问题的算法,同时分析了其复杂度和空间需求。
原题链接:  http://oj.leetcode.com/problems/binary-tree-maximum-path-sum/  
这道题是求树的路径和的题目,不过和平常不同的是这里的路径不仅可以从根到某一个结点,而且路径可以从左子树某一个结点,然后到达右子树的结点,就像题目中所说的可以起始和终结于任何结点。在这里树没有被看成有向图,而是被当成无向图来寻找路径。因为这个路径的灵活性,我们需要对递归返回值进行一些调整,而不是通常的返回要求的结果。在这里,函数的返回值定义为以自己为根的一条从根到子结点的最长路径(这里路径就不是当成无向图了,必须往单方向走)。这个返回值是为了提供给它的父结点计算自身的最长路径用,而结点自身的最长路径(也就是可以从左到右那种)则只需计算然后更新即可。这样一来,一个结点自身的最长路径就是它的左子树返回值(如果大于0的话),加上右子树的返回值(如果大于0的话),再加上自己的值。而返回值则是自己的值加上左子树返回值,右子树返回值或者0(注意这里是“或者”,而不是“加上”,因为返回值只取一支的路径和)。在过程中求得当前最长路径时比较一下是不是目前最长的,如果是则更新。算法的本质还是一次树的遍历,所以复杂度是O(n)。而空间上仍然是栈大小O(logn)。代码如下:
public int maxPathSum(TreeNode root) {
    if(root==null)
        return 0;
    ArrayList<Integer> res = new ArrayList<Integer>();
    res.add(Integer.MIN_VALUE);
    helper(root,res);
    return res.get(0);
}
private int helper(TreeNode root, ArrayList<Integer> res)
{
    if(root == null)
        return 0;
    int left = helper(root.left, res);
    int right = helper(root.right, res);
    int cur = root.val + (left>0?left:0)+(right>0?right:0);
    if(cur>res.get(0))
        res.set(0,cur);
    return root.val+Math.max(left, Math.max(right,0));
}
树的题目大多是用递归方式,但是根据要求的量还是比较灵活多变的,这道题是比较有难度的,他要用返回值去维护一个中间量,而结果值则通过参数来维护,需要一点技巧。
1. Two Sum 2. Add Two Numbers 3. Longest Substring Without Repeating Characters 4. Median of Two Sorted Arrays 5. Longest Palindromic Substring 6. ZigZag Conversion 7. Reverse Integer 8. String to Integer (atoi) 9. Palindrome Number 10. Regular Expression Matching 11. Container With Most Water 12. Integer to Roman 13. Roman to Integer 14. Longest Common Prefix 15. 3Sum 16. 3Sum Closest 17. Letter Combinations of a Phone Number 18. 4Sum 19. Remove Nth Node From End of List 20. Valid Parentheses 21. Merge Two Sorted Lists 22. Generate Parentheses 23. Swap Nodes in Pairs 24. Reverse Nodes in k-Group 25. Remove Duplicates from Sorted Array 26. Remove Element 27. Implement strStr() 28. Divide Two Integers 29. Substring with Concatenation of All Words 30. Next Permutation 31. Longest Valid Parentheses 32. Search in Rotated Sorted Array 33. Search for a Range 34. Find First and Last Position of Element in Sorted Array 35. Valid Sudoku 36. Sudoku Solver 37. Count and Say 38. Combination Sum 39. Combination Sum II 40. First Missing Positive 41. Trapping Rain Water 42. Jump Game 43. Merge Intervals 44. Insert Interval 45. Unique Paths 46. Minimum Path Sum 47. Climbing Stairs 48. Permutations 49. Permutations II 50. Rotate Image 51. Group Anagrams 52. Pow(x, n) 53. Maximum Subarray 54. Spiral Matrix 55. Jump Game II 56. Merge k Sorted Lists 57. Insertion Sort List 58. Sort List 59. Largest Rectangle in Histogram 60. Valid Number 61. Word Search 62. Minimum Window Substring 63. Unique Binary Search Trees 64. Unique Binary Search Trees II 65. Interleaving String 66. Maximum Product Subarray 67. Binary Tree Inorder Traversal 68. Binary Tree Preorder Traversal 69. Binary Tree Postorder Traversal 70. Flatten Binary Tree to Linked List 71. Construct Binary Tree from Preorder and Inorder Traversal 72. Construct Binary Tree from Inorder and Postorder Traversal 73. Binary Tree Level Order Traversal 74. Binary Tree Zigzag Level Order Traversal 75. Convert Sorted Array to Binary Search Tree 76. Convert Sorted List to Binary Search Tree 77. Recover Binary Search Tree 78. Sum Root to Leaf Numbers 79. Path Sum 80. Path Sum II 81. Binary Tree Maximum Path Sum 82. Populating Next Right Pointers in Each Node 83. Populating Next Right Pointers in Each Node II 84. Reverse Linked List 85. Reverse Linked List II 86. Partition List 87. Rotate List 88. Remove Duplicates from Sorted List 89. Remove Duplicates from Sorted List II 90. Intersection of Two Linked Lists 91. Linked List Cycle 92. Linked List Cycle II 93. Reorder List 94. Binary Tree Upside Down 95. Binary Tree Right Side View 96. Palindrome Linked List 97. Convert Binary Search Tree to Sorted Doubly Linked List 98. Lowest Common Ancestor of a Binary Tree 99. Lowest Common Ancestor of a Binary Search Tree 100. Binary Tree Level Order Traversal II
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