LeetCode算法题目:Search a 2D Matrix

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题目:

Write an efficient algorithm that searches for a value in an m x n matrix. This matrix has the following properties:

  • Integers in each row are sorted from left to right.
  • The first integer of each row is greater than the last integer of the previous row.
  • For example,
    Consider the following matrix:

    [ [1, 3, 5, 7], [10, 11, 16, 20], [23, 30, 34, 50]]

    Given target = 3, return true.


    分析:

    因为矩阵是行有序并且列有序,查找只需要先按行查找,定位出在哪一行之后再进行列查找即可,所以就是进行两次二分查找。时间复杂度是O(logm+logn),空间上只需两个辅助变量,因而是O(1)。

    代码:

    // LeetCode, Search a 2D Matrix// 时间复杂度O(logn),空间复杂度O(1)class Solution {public:    bool searchMatrix(const vector<vector<int>>& matrix, int target) {        if (matrix.empty()) return false;        const size_t  m = matrix.size();        const size_t n = matrix.front().size();        int first = 0;        int last = m * n;        while (first < last) {            int mid = first + (last - first) / 2;            int value = matrix[mid / n][mid % n];            if (value == target)                return true;            else if (value < target)                first = mid + 1;            else                last = mid;        }        return false;    }};
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