From 38f46e5e82910e75f92318c232f72af96e7c881b Mon Sep 17 00:00:00 2001 From: Vally Date: Fri, 29 Apr 2016 22:46:45 +0300 Subject: [PATCH] added houseRobberIII --- README.md | 1 + algorithms/cpp/houseRobber/houseRobberIII.cpp | 88 +++++++++++++++++++ 2 files changed, 89 insertions(+) create mode 100644 algorithms/cpp/houseRobber/houseRobberIII.cpp diff --git a/README.md b/README.md index cc9b9f4be..8eb0c6e5f 100644 --- a/README.md +++ b/README.md @@ -8,6 +8,7 @@ LeetCode | # | Title | Solution | Difficulty | |---| ----- | -------- | ---------- | +|337|[House Robber III](https://leetcode.com/problems/house-robber-iii/) | [C++](./algorithms/cpp/houseRobber/houseRobberIII.cpp)|Medium| |334|[Increasing Triplet Subsequence](https://leetcode.com/problems/increasing-triplet-subsequence/) | [C++](./algorithms/cpp/increasingTripletSubsequence/increasingTripletSubsequence.cpp)|Medium| |330|[Patching Array](https://leetcode.com/problems/patching-array/) | [C++](./algorithms/cpp/patchingArray/PatchingArray.cpp)|Medium| |329|[Longest Increasing Path in a Matrix](https://leetcode.com/problems/longest-increasing-path-in-a-matrix/) | [C++](./algorithms/cpp/longestIncreasingPathInAMatrix/LongestIncreasingPathInAMatrix.cpp)|Medium| diff --git a/algorithms/cpp/houseRobber/houseRobberIII.cpp b/algorithms/cpp/houseRobber/houseRobberIII.cpp new file mode 100644 index 000000000..8bb4aeadf --- /dev/null +++ b/algorithms/cpp/houseRobber/houseRobberIII.cpp @@ -0,0 +1,88 @@ +// Source : https://leetcode.com/problems/house-robber-iii/ +// Author : Calinescu Valentin +// Date : 2016-04-29 + +/*************************************************************************************** + * + * The thief has found himself a new place for his thievery again. There is only one + * entrance to this area, called the "root." Besides the root, each house has one and + * only one parent house. After a tour, the smart thief realized that "all houses in + * this place forms a binary tree". It will automatically contact the police if two + * directly-linked houses were broken into on the same night. + * + * Determine the maximum amount of money the thief can rob tonight without alerting the + * police. + * + * Example 1: + * 3 + * / \ + * 2 3 + * \ \ + * 3 1 + * Maximum amount of money the thief can rob = 3 + 3 + 1 = 7. + * Example 2: + * 3 + * / \ + * 4 5 + * / \ \ + * 1 3 1 + * Maximum amount of money the thief can rob = 4 + 5 = 9. + * Credits: + * Special thanks to @dietpepsi for adding this problem and creating all test cases. + * + ***************************************************************************************/ +/** + * Definition for a binary tree node. + * struct TreeNode { + * int val; + * TreeNode *left; + * TreeNode *right; + * TreeNode(int x) : val(x), left(NULL), right(NULL) {} + * }; + */ + /* + * Solution 1 - O(N log N) + * ========= + * + * We can use a recursive function that computes the solution for every node of the tree + * using the previous solutions calculated for the left and right subtrees. At every step + * we have 2 options: + * + * 1) Take the value of the current node + the solution of the left and right subtrees of + * each of the left and right children of the current node. + * 2) Take the solution of the left and right subtrees of the current node, skipping over + * its value. + * + * This way we can make sure that we do not pick 2 adjacent nodes. + * + * If we implemented this right away we would get TLE. Thus, we need to optimize the + * algorithm. One key observation would be that we only need to compute the solution for + * a certain node once. We can use memoization to calculate every value once and then + * retrieve it when we get subsequent calls. As the header of the recursive function + * doesn't allow additional parameters we can use a map to link every node(a pointer) to + * its solution(an int). For every call the map lookup of an element and its insertion + * take logarithmic time and there are a constant number of calls for each node. Thus, the + * algorithm takes O(N log N) time to finish. + * + */ +class Solution { +public: + map dict; + int rob(TreeNode* root) { + if(root == NULL) + return 0; + else if(dict.find(root) == dict.end()) + { + int lwith = rob(root->left); + int rwith = rob(root->right); + int lwithout = 0, rwithout = 0; + if(root->left != NULL) + lwithout = rob(root->left->left) + rob(root->left->right); + if(root->right != NULL) + rwithout = rob(root->right->left) + rob(root->right->right); + //cout << lwith << " " << rwith << " " << lwithout << " " << rwithout << '\n'; + dict[root] = max(root->val + lwithout + rwithout, lwith + rwith); + } + return dict[root]; + } +};