{ "data": { "question": { "questionId": "3178", "questionFrontendId": "2919", "categoryTitle": "Algorithms", "boundTopicId": 2501671, "title": "Minimum Increment Operations to Make Array Beautiful", "titleSlug": "minimum-increment-operations-to-make-array-beautiful", "content": "
You are given a 0-indexed integer array nums
having length n
, and an integer k
.
You can perform the following increment operation any number of times (including zero):
\n\ni
in the range [0, n - 1]
, and increase nums[i]
by 1
.An array is considered beautiful if, for any subarray with a size of 3
or more, its maximum element is greater than or equal to k
.
Return an integer denoting the minimum number of increment operations needed to make nums
beautiful.
A subarray is a contiguous non-empty sequence of elements within an array.
\n\n\n
Example 1:
\n\n\nInput: nums = [2,3,0,0,2], k = 4\nOutput: 3\nExplanation: We can perform the following increment operations to make nums beautiful:\nChoose index i = 1 and increase nums[1] by 1 -> [2,4,0,0,2].\nChoose index i = 4 and increase nums[4] by 1 -> [2,4,0,0,3].\nChoose index i = 4 and increase nums[4] by 1 -> [2,4,0,0,4].\nThe subarrays with a size of 3 or more are: [2,4,0], [4,0,0], [0,0,4], [2,4,0,0], [4,0,0,4], [2,4,0,0,4].\nIn all the subarrays, the maximum element is equal to k = 4, so nums is now beautiful.\nIt can be shown that nums cannot be made beautiful with fewer than 3 increment operations.\nHence, the answer is 3.\n\n\n
Example 2:
\n\n\nInput: nums = [0,1,3,3], k = 5\nOutput: 2\nExplanation: We can perform the following increment operations to make nums beautiful:\nChoose index i = 2 and increase nums[2] by 1 -> [0,1,4,3].\nChoose index i = 2 and increase nums[2] by 1 -> [0,1,5,3].\nThe subarrays with a size of 3 or more are: [0,1,5], [1,5,3], [0,1,5,3].\nIn all the subarrays, the maximum element is equal to k = 5, so nums is now beautiful.\nIt can be shown that nums cannot be made beautiful with fewer than 2 increment operations.\nHence, the answer is 2.\n\n\n
Example 3:
\n\n\nInput: nums = [1,1,2], k = 1\nOutput: 0\nExplanation: The only subarray with a size of 3 or more in this example is [1,1,2].\nThe maximum element, 2, is already greater than k = 1, so we don't need any increment operation.\nHence, the answer is 0.\n\n\n
\n
Constraints:
\n\n3 <= n == nums.length <= 105
0 <= nums[i] <= 109
0 <= k <= 109
给你一个下标从 0 开始、长度为 n
的整数数组 nums
,和一个整数 k
。
你可以执行下述 递增 运算 任意 次(可以是 0 次):
\n\n[0, n - 1]
中选择一个下标 i
,并将 nums[i]
的值加 1
。如果数组中任何长度 大于或等于 3 的子数组,其 最大 元素都大于或等于 k
,则认为数组是一个 美丽数组 。
以整数形式返回使数组变为 美丽数组 需要执行的 最小 递增运算数。
\n\n子数组是数组中的一个连续 非空 元素序列。
\n\n\n\n
示例 1:
\n\n\n输入:nums = [2,3,0,0,2], k = 4\n输出:3\n解释:可以执行下述递增运算,使 nums 变为美丽数组:\n选择下标 i = 1 ,并且将 nums[1] 的值加 1 -> [2,4,0,0,2] 。\n选择下标 i = 4 ,并且将 nums[4] 的值加 1 -> [2,4,0,0,3] 。\n选择下标 i = 4 ,并且将 nums[4] 的值加 1 -> [2,4,0,0,4] 。\n长度大于或等于 3 的子数组为 [2,4,0], [4,0,0], [0,0,4], [2,4,0,0], [4,0,0,4], [2,4,0,0,4] 。\n在所有子数组中,最大元素都等于 k = 4 ,所以 nums 现在是美丽数组。\n可以证明无法用少于 3 次递增运算使 nums 变为美丽数组。\n因此,答案为 3 。\n\n\n
示例 2:
\n\n\n输入:nums = [0,1,3,3], k = 5\n输出:2\n解释:可以执行下述递增运算,使 nums 变为美丽数组:\n选择下标 i = 2 ,并且将 nums[2] 的值加 1 -> [0,1,4,3] 。\n选择下标 i = 2 ,并且将 nums[2] 的值加 1 -> [0,1,5,3] 。\n长度大于或等于 3 的子数组为 [0,1,5]、[1,5,3]、[0,1,5,3] 。\n在所有子数组中,最大元素都等于 k = 5 ,所以 nums 现在是美丽数组。\n可以证明无法用少于 2 次递增运算使 nums 变为美丽数组。 \n因此,答案为 2 。\n\n\n
示例 3:
\n\n\n输入:nums = [1,1,2], k = 1\n输出:0\n解释:在这个示例中,只有一个长度大于或等于 3 的子数组 [1,1,2] 。\n其最大元素 2 已经大于 k = 1 ,所以无需执行任何增量运算。\n因此,答案为 0 。\n\n\n
\n\n
提示:
\n\n3 <= n == nums.length <= 105
0 <= nums[i] <= 109
0 <= k <= 109
3
consecutive values in the array that is greater than or equal to k
.",
"The problem can be solved using dynamic programming.",
"Let dp[i]
be the minimum number of increment operations required to make the subarray consisting of the first i
values beautiful, while also having the value at nums[i] >= k
.",
"dp[0] = max(0, k - nums[0])
, dp[1] = max(0, k - nums[1])
, and dp[2] = max(0, k - nums[2])
.",
"dp[i] = max(0, k - nums[i]) + min(dp[i - 1], dp[i - 2], dp[i - 3])
for i
in the range [3, n - 1]
.",
"The answer to the problem is min(dp[n - 1], dp[n - 2], dp[n - 3])
."
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