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"questionId": "3196",
"questionFrontendId": "2968",
"categoryTitle": "Algorithms",
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"title": "Apply Operations to Maximize Frequency Score",
"titleSlug": "apply-operations-to-maximize-frequency-score",
"content": "<p>You are given a <strong>0-indexed</strong> integer array <code>nums</code> and an integer <code>k</code>.</p>\n\n<p>You can perform the following operation on the array <strong>at most</strong> <code>k</code> times:</p>\n\n<ul>\n\t<li>Choose any index <code>i</code> from the array and <strong>increase</strong> or <strong>decrease</strong> <code>nums[i]</code> by <code>1</code>.</li>\n</ul>\n\n<p>The score of the final array is the <strong>frequency</strong> of the most frequent element in the array.</p>\n\n<p>Return <em>the <strong>maximum</strong> score you can achieve</em>.</p>\n\n<p>The frequency of an element is the number of occurences of that element in the array.</p>\n\n<p>&nbsp;</p>\n<p><strong class=\"example\">Example 1:</strong></p>\n\n<pre>\n<strong>Input:</strong> nums = [1,2,6,4], k = 3\n<strong>Output:</strong> 3\n<strong>Explanation:</strong> We can do the following operations on the array:\n- Choose i = 0, and increase the value of nums[0] by 1. The resulting array is [2,2,6,4].\n- Choose i = 3, and decrease the value of nums[3] by 1. The resulting array is [2,2,6,3].\n- Choose i = 3, and decrease the value of nums[3] by 1. The resulting array is [2,2,6,2].\nThe element 2 is the most frequent in the final array so our score is 3.\nIt can be shown that we cannot achieve a better score.\n</pre>\n\n<p><strong class=\"example\">Example 2:</strong></p>\n\n<pre>\n<strong>Input:</strong> nums = [1,4,4,2,4], k = 0\n<strong>Output:</strong> 3\n<strong>Explanation:</strong> We cannot apply any operations so our score will be the frequency of the most frequent element in the original array, which is 3.\n</pre>\n\n<p>&nbsp;</p>\n<p><strong>Constraints:</strong></p>\n\n<ul>\n\t<li><code>1 &lt;= nums.length &lt;= 10<sup>5</sup></code></li>\n\t<li><code>1 &lt;= nums[i] &lt;= 10<sup>9</sup></code></li>\n\t<li><code>0 &lt;= k &lt;= 10<sup>14</sup></code></li>\n</ul>\n",
"translatedTitle": "执行操作使频率分数最大",
"translatedContent": "<p>给你一个下标从 <strong>0</strong>&nbsp;开始的整数数组&nbsp;<code>nums</code>&nbsp;和一个整数&nbsp;<code>k</code>&nbsp;。</p>\n\n<p>你可以对数组执行 <strong>至多</strong>&nbsp;<code>k</code>&nbsp;次操作:</p>\n\n<ul>\n\t<li>从数组中选择一个下标 <code>i</code>&nbsp;,将&nbsp;<code>nums[i]</code> <strong>增加</strong>&nbsp;或者&nbsp;<strong>减少</strong>&nbsp;<code>1</code>&nbsp;。</li>\n</ul>\n\n<p>最终数组的频率分数定义为数组中众数的 <strong>频率</strong>&nbsp;。</p>\n\n<p>请你返回你可以得到的 <strong>最大</strong>&nbsp;频率分数。</p>\n\n<p>众数指的是数组中出现次数最多的数。一个元素的频率指的是数组中这个元素的出现次数。</p>\n\n<p>&nbsp;</p>\n\n<p><strong class=\"example\">示例 1</strong></p>\n\n<pre>\n<b>输入:</b>nums = [1,2,6,4], k = 3\n<b>输出:</b>3\n<b>解释:</b>我们可以对数组执行以下操作:\n- 选择 i = 0 ,将 nums[0] 增加 1 。得到数组 [2,2,6,4] 。\n- 选择 i = 3 ,将 nums[3] 减少 1 ,得到数组 [2,2,6,3] 。\n- 选择 i = 3 ,将 nums[3] 减少 1 ,得到数组 [2,2,6,2] 。\n元素 2 是最终数组中的众数,出现了 3 次,所以频率分数为 3 。\n3 是所有可行方案里的最大频率分数。\n</pre>\n\n<p><strong class=\"example\">示例 2</strong></p>\n\n<pre>\n<b>输入:</b>nums = [1,4,4,2,4], k = 0\n<b>输出:</b>3\n<b>解释:</b>我们无法执行任何操作,所以得到的频率分数是原数组中众数的频率 3 。\n</pre>\n\n<p>&nbsp;</p>\n\n<p><strong>提示:</strong></p>\n\n<ul>\n\t<li><code>1 &lt;= nums.length &lt;= 10<sup>5</sup></code></li>\n\t<li><code>1 &lt;= nums[i] &lt;= 10<sup>9</sup></code></li>\n\t<li><code>0 &lt;= k &lt;= 10<sup>14</sup></code></li>\n</ul>\n",
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"If you sort the original array, it is optimal to apply the operations on one subarray such that all the elements of that subarray become equal.",
"You can use binary search to find the longest subarray where we can make the elements equal in at most <code>k</code> operations."
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