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"questionId": "3332",
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"categoryTitle": "Algorithms",
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"title": "Minimum Operations to Exceed Threshold Value II",
"titleSlug": "minimum-operations-to-exceed-threshold-value-ii",
"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 are allowed to perform some operations on <code>nums</code>, where in a single operation, you can:</p>\n\n<ul>\n\t<li>Select the two <strong>smallest</strong> integers <code>x</code> and <code>y</code> from <code>nums</code>.</li>\n\t<li>Remove <code>x</code> and <code>y</code> from <code>nums</code>.</li>\n\t<li>Insert <code>(min(x, y) * 2 + max(x, y))</code> at any position in the array.</li>\n</ul>\n\n<p><strong>Note</strong> that you can only apply the described operation if <code>nums</code> contains <strong>at least</strong> two elements.</p>\n\n<p>Return the <strong>minimum</strong> number of operations needed so that all elements of the array are <strong>greater than or equal to</strong> <code>k</code>.</p>\n\n<p>&nbsp;</p>\n<p><strong class=\"example\">Example 1:</strong></p>\n\n<div class=\"example-block\">\n<p><strong>Input:</strong> <span class=\"example-io\">nums = [2,11,10,1,3], k = 10</span></p>\n\n<p><strong>Output:</strong> <span class=\"example-io\">2</span></p>\n\n<p><strong>Explanation:</strong></p>\n\n<ol>\n\t<li>In the first operation, we remove elements 1 and 2, then add <code>1 * 2 + 2</code> to <code>nums</code>. <code>nums</code> becomes equal to <code>[4, 11, 10, 3]</code>.</li>\n\t<li>In the second operation, we remove elements 3 and 4, then add <code>3 * 2 + 4</code> to <code>nums</code>. <code>nums</code> becomes equal to <code>[10, 11, 10]</code>.</li>\n</ol>\n\n<p>At this stage, all the elements of nums are greater than or equal to 10 so we can stop.&nbsp;</p>\n\n<p>It can be shown that 2 is the minimum number of operations needed so that all elements of the array are greater than or equal to 10.</p>\n</div>\n\n<p><strong class=\"example\">Example 2:</strong></p>\n\n<div class=\"example-block\">\n<p><strong>Input:</strong> <span class=\"example-io\">nums = [1,1,2,4,9], k = 20</span></p>\n\n<p><strong>Output:</strong> <span class=\"example-io\">4</span></p>\n\n<p><strong>Explanation:</strong></p>\n\n<ol>\n\t<li>After one operation, <code>nums</code> becomes equal to <code>[2, 4, 9, 3]</code>.&nbsp;</li>\n\t<li>After two operations, <code>nums</code> becomes equal to <code>[7, 4, 9]</code>.&nbsp;</li>\n\t<li>After three operations, <code>nums</code> becomes equal to <code>[15, 9]</code>.&nbsp;</li>\n\t<li>After four operations, <code>nums</code> becomes equal to <code>[33]</code>.</li>\n</ol>\n\n<p>At this stage, all the elements of <code>nums</code> are greater than 20 so we can stop.&nbsp;</p>\n\n<p>It can be shown that 4 is the minimum number of operations needed so that all elements of the array are greater than or equal to 20.</p>\n</div>\n\n<p>&nbsp;</p>\n<p><strong>Constraints:</strong></p>\n\n<ul>\n\t<li><code>2 &lt;= nums.length &lt;= 2 * 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>1 &lt;= k &lt;= 10<sup>9</sup></code></li>\n\t<li>The input is generated such that an answer always exists. That is, after performing some number of operations, all elements of the array are greater than or equal to <code>k</code>.</li>\n</ul>\n",
"translatedTitle": "超过阈值的最少操作数 II",
"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&nbsp;<code>nums</code>&nbsp;执行一些操作,在一次操作中,你可以:</p>\n\n<ul>\n\t<li>选择 <code>nums</code>&nbsp;中 <strong>最小</strong> 的两个整数&nbsp;<code>x</code> 和&nbsp;<code>y</code>&nbsp;。</li>\n\t<li>将&nbsp;<code>x</code> 和&nbsp;<code>y</code> 从&nbsp;<code>nums</code>&nbsp;中删除。</li>\n\t<li>将&nbsp;<code>min(x, y) * 2 + max(x, y)</code>&nbsp;添加到数组中的任意位置。</li>\n</ul>\n\n<p><b>注意,</b>只有当&nbsp;<code>nums</code>&nbsp;<strong>至少</strong> 包含两个元素时,你才可以执行以上操作。</p>\n\n<p>你需要使数组中的所有元素都 <strong>大于或等于</strong>&nbsp;<code>k</code>&nbsp;,请你返回需要的&nbsp;<strong>最少</strong>&nbsp;操作次数。</p>\n\n<p>&nbsp;</p>\n\n<p><strong class=\"example\">示例 1</strong></p>\n\n<div class=\"example-block\">\n<p><b>输入:</b>nums = [2,11,10,1,3], k = 10</p>\n\n<p><b>输出:</b>2</p>\n\n<p><b>解释:</b></p>\n\n<ol>\n\t<li>第一次操作中,我们删除元素 1 和 2 ,然后添加 <code>1 * 2 + 2</code> 到 <code>nums</code> 中,<code>nums</code> 变为 <code>[4, 11, 10, 3]</code> 。</li>\n\t<li>第二次操作中,我们删除元素 3 和 4 ,然后添加 <code>3 * 2 + 4</code> 到 <code>nums</code> 中,<code>nums</code> 变为 <code>[10, 11, 10]</code> 。</li>\n</ol>\n\n<p>此时,数组中的所有元素都大于等于 10 ,所以我们停止操作。</p>\n\n<p>可以证明使数组中所有元素都大于等于 10 需要的最少操作次数为 2 。</p>\n\n<p>&nbsp;</p>\n</div>\n\n<p><strong class=\"example\">示例 2</strong></p>\n\n<div class=\"example-block\">\n<p><b>输入:</b>nums = [1,1,2,4,9], k = 20</p>\n\n<p><b>输出:</b>4</p>\n\n<p><b>解释:</b></p>\n\n<ol>\n\t<li>第一次操作后,<code>nums</code> 变为 <code>[2, 4, 9, 3]</code>。</li>\n\t<li>第二次操作后,<code>nums</code> 变为 <code>[7, 4, 9]</code>。</li>\n\t<li>第三次操作后,<code>nums</code> 变为 <code>[15, 9]</code>。</li>\n\t<li>第四次操作后,<code>nums</code> 变为 <code>[33]</code>。</li>\n</ol>\n\n<p>此时,<code>nums</code> 中的所有元素都大于等于 20 ,所以我们停止操作。</p>\n\n<p>可以证明使数组中所有元素都大于等于 20 需要的最少操作次数为 4 。</p>\n</div>\n\n<p>&nbsp;</p>\n\n<p><strong>提示:</strong></p>\n\n<ul>\n\t<li><code>2 &lt;= nums.length &lt;= 2 * 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>1 &lt;= k &lt;= 10<sup>9</sup></code></li>\n\t<li>输入保证答案一定存在,也就是说,在进行某些次数的操作后,数组中所有元素都大于等于&nbsp;<code>k</code> 。</li>\n</ul>\n",
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href=\\\"https:\\/\\/pkg.go.dev\\/github.com\\/emirpasic\\/gods@v1.18.1\\\" target=\\\"_blank\\\">https:\\/\\/pkg.go.dev\\/github.com\\/emirpasic\\/gods@v1.18.1<\\/a> \\u548c <a href=\\\"https:\\/\\/pkg.go.dev\\/github.com\\/emirpasic\\/gods\\/v2@v2.0.0-alpha\\\" target=\\\"_blank\\\">https:\\/\\/pkg.go.dev\\/github.com\\/emirpasic\\/gods\\/v2@v2.0.0-alpha<\\/a> \\u7b2c\\u4e09\\u65b9\\u5e93\\u3002<\\/p>\"],\"python3\":[\"Python3\",\"<p>\\u7248\\u672c\\uff1a<code>Python 3.11<\\/code><\\/p>\\r\\n\\r\\n<p>\\u4e3a\\u4e86\\u65b9\\u4fbf\\u8d77\\u89c1\\uff0c\\u5927\\u90e8\\u5206\\u5e38\\u7528\\u5e93\\u5df2\\u7ecf\\u88ab\\u81ea\\u52a8 \\u5bfc\\u5165\\uff0c\\u5982<a href=\\\"https:\\/\\/docs.python.org\\/3\\/library\\/array.html\\\" target=\\\"_blank\\\">array<\\/a>, <a href=\\\"https:\\/\\/docs.python.org\\/3\\/library\\/bisect.html\\\" target=\\\"_blank\\\">bisect<\\/a>, <a href=\\\"https:\\/\\/docs.python.org\\/3\\/library\\/collections.html\\\" target=\\\"_blank\\\">collections<\\/a>\\u3002 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target=\\\"_blank\\\">itertools<\\/a><\\/p>\"],\"php\":[\"PHP\",\"<p><code>PHP 8.2<\\/code>.<\\/p>\\r\\n\\r\\n<p>With bcmath module.<\\/p>\"],\"typescript\":[\"TypeScript\",\"<p>TypeScript 5.7.3<\\/p>\\r\\n\\r\\n<p>Compile Options: --alwaysStrict --strictBindCallApply --strictFunctionTypes --target ES2024<\\/p>\\r\\n\\r\\n<p><a href=\\\"https:\\/\\/lodash.com\\\" target=\\\"_blank\\\">lodash.js<\\/a> \\u5e93\\u5df2\\u7ecf\\u9ed8\\u8ba4\\u88ab\\u5305\\u542b\\u3002<\\/p>\\r\\n\\r\\n<p> \\u60a8\\u53ef\\u4f7f\\u7528 <a href=\\\"https:\\/\\/datastructures-js.info\\/docs\\\" target=\\\"_blank\\\"> datastructures-js <\\/a>\\u5e93\\u6240\\u63d0\\u4f9b\\u7684\\u6570\\u636e\\u7ed3\\u6784\\u3002<\\/p>\"],\"racket\":[\"Racket\",\"<p><a href=\\\"https:\\/\\/docs.racket-lang.org\\/guide\\/performance.html#%28tech._c%29\\\" target=\\\"_blank\\\">Racket CS<\\/a> v8.15<\\/p>\\r\\n\\r\\n<p>\\u4f7f\\u7528 #lang racket<\\/p>\\r\\n\\r\\n<p>\\u5df2\\u9884\\u5148 (require data\\/gvector data\\/queue 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target=\\\"_blank\\\">\\u300c\\u4ed3\\u9889\\u7f16\\u7a0b\\u8bed\\u8a00\\u5f00\\u53d1\\u6307\\u5357\\u300d<\\/a><\\/p>\"]}",
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