【算法题解】LeetCode 330 按要求补齐数组 Patching Array - 贪心算法

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题目

Given a sorted integer array nums and an integer n, add/patch elements to the array such that any number in the range [1, n] inclusive can be formed by the sum of some elements in the array.

Return the minimum number of patches required.

Example 1:

Input: nums = [1,3], n = 6 Output: 1 Explanation: Combinations of nums are [1], [3], [1,3], which form possible sums of: 1, 3, 4. Now if we add/patch 2 to nums, the combinations are: [1], [2], [3], [1,3], [2,3], [1,2,3]. Possible sums are 1, 2, 3, 4, 5, 6, which now covers the range [1, 6]. So we only need 1 patch. Example 2:

Input: nums = [1,5,10], n = 20 Output: 2 Explanation: The two patches can be [2, 4]. Example 3:

Input: nums = [1,2,2], n = 5 Output: 0

Constraints:

1 <= nums.length <= 1000 1 <= nums[i] <= 104 nums is sorted in ascending order. 1 <= n <= 231 - 1

链接:leetcode-cn.com/problems/pa…

题解

参考代码注释即可。

class Solution:
    def minPatches(self, nums: List[int], n: int) -> int:
        # nums[:i]+patches could cover every number < needCover
        # at first, nums[:0]+[] could cover nothing, i.e. needCover = 1
        needCover, i = 1, 0 
        # the number of patch we used
        patches = 0
        while i < len(nums):
            if needCover >= n+1: return patches 
            if nums[i] <= needCover:
                # in this case
                # nums[:i]+patches could cover < needCover
                # nums[:i+1]+patches could cover < needCover+nums[i]
                # (here nums[:i+1] == nums[:i] + nums[i])
                needCover += nums[i]
                i += 1
            else:
                # in this case
                # nums[:i]+patches could cover < needCover
                # but nums[:i+1]+patches could not cover needCover+nums[i]
                # so introduce patch: needCover
                # nums[:i]+patches+patch could cover < 2*needCover
                patches += 1
                needCover *= 2 
        while needCover <= n:
            # in this case
            # nums+patches could cover < needCover
            # but could not cover n
            # so introduce patch: needCover
            # nums+patches+patch could cover < 2*needCover
            patches += 1
            needCover *= 2 
        return patches