{"id":345,"date":"2023-11-17T09:57:49","date_gmt":"2023-07-28T05:49:53","guid":{"rendered":"https:\/\/www.silicloud.com\/zh\/blog\/index.php\/2023\/11\/30\/%e6%9c%80%e5%b0%8f%e5%a0%86%e4%ba%8c%e5%8f%89%e6%a0%91\/"},"modified":"2025-08-02T00:28:55","modified_gmt":"2025-08-01T16:28:55","slug":"%e6%9c%80%e5%b0%8f%e5%a0%86%e4%ba%8c%e5%8f%89%e6%a0%91","status":"publish","type":"post","link":"https:\/\/www.silicloud.com\/zh\/blog\/%e6%9c%80%e5%b0%8f%e5%a0%86%e4%ba%8c%e5%8f%89%e6%a0%91\/","title":{"rendered":"\u6700\u5c0f\u5806\u4e8c\u53c9\u6811\u6570\u636e\u7ed3\u6784\u8be6\u89e3\uff1a\u539f\u7406\u3001\u5b9e\u73b0\u4e0e\u5e94\u7528"},"content":{"rendered":"<p>\u8fd9\u662f\u6587\u7ae0\u300a\u6700\u5c0f\u5806\u4e8c\u53c9\u6811\u300b\u7684\u7b2c1\u90e8\u5206\uff08\u51719\u90e8\u5206\uff09\u3002<\/p>\n<p>\u4e00\u4e2a\u6700\u5c0f\u5806\u4e8c\u53c9\u6811\u662f\u4e00\u68f5\u4e8c\u53c9\u6811\uff0c\u5176\u4e2d\u6839\u8282\u70b9\u7684\u5173\u952e\u5b57\u662f\u6811\u4e2d\u7684\u6700\u5c0f\u503c\u3002<\/p>\n<p>\u4e0a\u8ff0\u5b9a\u4e49\u5bf9\u6811\u4e2d\u7684\u6240\u6709\u5b50\u6811\u90fd\u9002\u7528\uff0c\u8fd9\u88ab\u79f0\u4e3a\u6700\u5c0f\u5806\u5c5e\u6027\u3002<\/p>\n<p>\u9664\u4e86\u6700\u540e\u4e24\u5c42\u4ee5\u5916\uff0c\u51e0\u4e4e\u6bcf\u4e2a\u8282\u70b9\u5fc5\u987b\u6709\u4e24\u4e2a\u5b50\u8282\u70b9\u3002\u4e5f\u5c31\u662f\u8bf4\uff0c\u9664\u4e86\u6700\u540e\u4e24\u5c42\u4e4b\u5916\uff0c\u8fd9\u51e0\u4e4e\u662f\u4e00\u68f5\u5b8c\u5168\u4e8c\u53c9\u6811\u3002<\/p>\n<p>\u4ee5\u4e0b\u6811\u662f\u4e00\u4e2a\u6700\u5c0f\u5806\u4e8c\u53c9\u6811\u7684\u793a\u4f8b\uff0c\u56e0\u4e3a\u4e0a\u8ff0\u4e24\u4e2a\u5c5e\u6027\u6210\u7acb\u3002<\/p>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\u6700\u5c0f\u5806\u4e8c\u53c9\u6811\u793a\u4f8b\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/65648343a4b2f92e6c72f5a8\/4-0.png\" alt=\"\u6700\u5c0f\u5806\u4e8c\u53c9\u6811\" \/><\/div>\n<p>\u65e2\u7136\u6211\u4eec\u5df2\u7ecf\u8bb2\u89e3\u4e86\u4ec0\u4e48\u662f\u6700\u5c0f\u5806\u4e8c\u53c9\u6811\uff0c\u90a3\u4e48\u73b0\u5728\u8ba9\u6211\u4eec\u770b\u770b\u5982\u4f55\u8868\u793a\u5b83\u3002<\/p>\n<hr \/>\n<h2>\u6700\u5c0f\u5806\u4e8c\u53c9\u6811\u7684\u8868\u793a<\/h2>\n<p>\u4e00\u4e2a\u6700\u5c0f\u5806\u4e8c\u53c9\u6811\u901a\u5e38\u7528\u6570\u7ec4\u8868\u793a\uff0c\u6570\u7ec4\u7684\u7d22\u5f15\u6309\u4ee5\u4e0b\u683c\u5f0f\u6392\u5e8f\u3002<\/p>\n<div>\n<div class=\"post-table\">\n<table>\n<thead>\n<tr>\n<th>\u8282\u70b9\u7c7b\u578b<\/th>\n<th>\u6570\u7ec4\u7d22\u5f15<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\u5f53\u524d\u8282\u70b9<\/td>\n<td><code>arr[i]<\/code><\/td>\n<\/tr>\n<tr>\n<td>\u7236\u8282\u70b9<\/td>\n<td><code>arr[(i-1)\/2]<\/code><\/td>\n<\/tr>\n<tr>\n<td>\u5de6\u5b50\u8282\u70b9<\/td>\n<td><code>arr[(2*i) + 1]<\/code><\/td>\n<\/tr>\n<tr>\n<td>\u53f3\u5b50\u8282\u70b9<\/td>\n<td><code>arr[(2*i) + 2]<\/code><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<\/div>\n<p>\u6574\u4e2a\u6811\u7684\u6839\u8282\u70b9\u662f arr[0]\u3002<\/p>\n<p>\u6211\u4eec\u5c06\u4f7f\u7528\u4e0b\u56fe\u6240\u793a\u7684\u7d22\u5f15\u3002\u5728\u8fd9\u91cc\u627e\u5230\u5339\u914d\u4e0a\u8868\u7684\u6a21\u5f0f\u5e76\u4e0d\u592a\u56f0\u96be\u3002<\/p>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\u6700\u5c0f\u5806\u4e8c\u53c9\u6811\u7d22\u5f15\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/65648343a4b2f92e6c72f5a8\/12-0.png\" alt=\"\u6700\u5c0f\u5806\u4e8c\u53c9\u6811\u7d22\u5f15\" \/><\/div>\n<p>\u8fd9\u79cd\u7d22\u5f15\u65b9\u5f0f\u9075\u5faa\u4e8c\u53c9\u6811\u7684\u5c42\u5e8f\u904d\u5386\uff0c\u56e0\u6b64\u4e8c\u53c9\u5806\u6570\u7ec4\u662f\u4f7f\u7528\u5c42\u5e8f\u904d\u5386\u7684\u4e8c\u53c9\u6811\u3002<\/p>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\u6700\u5c0f\u5806\u6570\u7ec4\u8868\u793a\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/65648343a4b2f92e6c72f5a8\/14-0.png\" alt=\"\u6700\u5c0f\u5806\u6570\u7ec4\" \/><\/div>\n<p>\u4e0a\u56fe\u663e\u793a\u4e86\u6700\u5c0f\u5806\u6811\u7684\u6570\u7ec4\u8868\u793a\u3002<\/p>\n<p>\u73b0\u5728\u6211\u4eec\u5df2\u7ecf\u4e86\u89e3\u4e86\u8fd9\u4e9b\u6982\u5ff5\uff0c\u8ba9\u6211\u4eec\u5f00\u59cb\u5728C\u8bed\u8a00\u4e2d\u5b9e\u73b0\u5427\uff01<\/p>\n<hr \/>\n<h2>\u5b9e\u73b0\u4e00\u4e2a\u6700\u5c0f\u5806\u4e8c\u53c9\u6811<\/h2>\n<p>\u8fd9\u662f\u6587\u7ae0\u300a\u6700\u5c0f\u5806\u4e8c\u53c9\u6811\u300b\u7684\u7b2c2\u90e8\u5206\uff08\u51719\u90e8\u5206\uff09\u3002<\/p>\n<p>\u6211\u4eec\u5c06\u4f7f\u7528\u6570\u7ec4\u8868\u793a\u6765\u6784\u5efa\u6811\u3002\u8ba9\u6211\u4eec\u5f00\u59cb\u7f16\u5199\u6700\u5c0f\u5806\u7684\u7ed3\u6784\u3002<\/p>\n<pre class=\"post-pre\"><code><span class=\"token keyword\">typedef<\/span> <span class=\"token keyword\">struct<\/span> <span class=\"token class-name\">MinHeap<\/span> MinHeap<span class=\"token punctuation\">;<\/span>\r\n<span class=\"token keyword\">struct<\/span> <span class=\"token class-name\">MinHeap<\/span> <span class=\"token punctuation\">{<\/span>\r\n    <span class=\"token keyword\">int<\/span><span class=\"token operator\">*<\/span> arr<span class=\"token punctuation\">;<\/span>\r\n    <span class=\"token comment\">\/\/ \u5806\u7684\u5f53\u524d\u5927\u5c0f<\/span>\r\n    <span class=\"token keyword\">int<\/span> size<span class=\"token punctuation\">;<\/span>\r\n    <span class=\"token comment\">\/\/ \u5806\u7684\u6700\u5927\u5bb9\u91cf<\/span>\r\n    <span class=\"token keyword\">int<\/span> capacity<span class=\"token punctuation\">;<\/span>\r\n<span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">;<\/span>\r\n<\/code><\/pre>\n<p>\u6211\u4eec\u4f1a\u6709\u4e00\u4e2a\u5143\u7d20\u6570\u7ec4\u548c\u4e00\u4e2a\u5927\u5c0f\uff0c\u5927\u5c0f\u4f1a\u5728\u63d2\u5165\u6216\u5220\u9664\u5143\u7d20\u65f6\u8fdb\u884c\u66f4\u65b0\u3002<\/p>\n<p>\u6570\u7ec4\u8fd8\u6709\u4e00\u4e2a\u5bb9\u91cf\uff0c\u7528\u6765\u8868\u793a\u6570\u7ec4\u7684\u6700\u5927\u5c3a\u5bf8\u3002<\/p>\n<p>\u6211\u4eec\u9700\u8981\u5199\u51e0\u4e2a\u51fd\u6570\u6765\u8868\u793a\u6211\u4eec\u6b63\u5728\u8868\u793a\u4e00\u4e2a\u6700\u5c0f\u5806\uff0c\u6bd4\u5982\u627e\u5230\u7236\u8282\u70b9\u548c\u5b50\u8282\u70b9\u3002<\/p>\n<pre class=\"post-pre\"><code><span class=\"token keyword\">int<\/span> <span class=\"token function\">parent<\/span><span class=\"token punctuation\">(<\/span><span class=\"token keyword\">int<\/span> i<span class=\"token punctuation\">)<\/span> <span class=\"token punctuation\">{<\/span>\r\n    <span class=\"token comment\">\/\/ \u83b7\u53d6\u7236\u8282\u70b9\u7684\u7d22\u5f15<\/span>\r\n    <span class=\"token keyword\">return<\/span> <span class=\"token punctuation\">(<\/span>i <span class=\"token operator\">-<\/span> <span class=\"token number\">1<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token operator\">\/<\/span> <span class=\"token number\">2<\/span><span class=\"token punctuation\">;<\/span>\r\n<span class=\"token punctuation\">}<\/span>\r\n\r\n<span class=\"token keyword\">int<\/span> <span class=\"token function\">left_child<\/span><span class=\"token punctuation\">(<\/span><span class=\"token keyword\">int<\/span> i<span class=\"token punctuation\">)<\/span> <span class=\"token punctuation\">{<\/span>\r\n    <span class=\"token keyword\">return<\/span> <span class=\"token punctuation\">(<\/span><span class=\"token number\">2<\/span><span class=\"token operator\">*<\/span>i <span class=\"token operator\">+<\/span> <span class=\"token number\">1<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span>\r\n<span class=\"token punctuation\">}<\/span>\r\n\r\n<span class=\"token keyword\">int<\/span> <span class=\"token function\">right_child<\/span><span class=\"token punctuation\">(<\/span><span class=\"token keyword\">int<\/span> i<span class=\"token punctuation\">)<\/span> <span class=\"token punctuation\">{<\/span>\r\n    <span class=\"token keyword\">return<\/span> <span class=\"token punctuation\">(<\/span><span class=\"token number\">2<\/span><span class=\"token operator\">*<\/span>i <span class=\"token operator\">+<\/span> <span class=\"token number\">2<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span>\r\n<span class=\"token punctuation\">}<\/span>\r\n\r\n<span class=\"token keyword\">int<\/span> <span class=\"token function\">get_min<\/span><span class=\"token punctuation\">(<\/span>MinHeap<span class=\"token operator\">*<\/span> heap<span class=\"token punctuation\">)<\/span> <span class=\"token punctuation\">{<\/span>\r\n    <span class=\"token comment\">\/\/ \u8fd4\u56de\u6839\u8282\u70b9\u5143\u7d20\uff0c<\/span>\r\n    <span class=\"token comment\">\/\/ \u6839\u636e\u6700\u5c0f\u5806\u7684\u6027\u8d28\uff0c<\/span>\r\n    <span class=\"token comment\">\/\/ \u8fd9\u5c31\u662f\u6700\u5c0f\u503c<\/span>\r\n    <span class=\"token keyword\">return<\/span> heap<span class=\"token operator\">-><\/span>arr<span class=\"token punctuation\">[<\/span><span class=\"token number\">0<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">;<\/span>\r\n<span class=\"token punctuation\">}<\/span>\r\n<\/code><\/pre>\n<p>\u6211\u4eec\u5c06\u7f16\u5199\u51fd\u6570\u6765\u521d\u59cb\u5316\u548c\u91ca\u653e\u5806\u5185\u5b58\u3002<\/p>\n<pre class=\"post-pre\"><code>MinHeap<span class=\"token operator\">*<\/span> <span class=\"token function\">init_minheap<\/span><span class=\"token punctuation\">(<\/span><span class=\"token keyword\">int<\/span> capacity<span class=\"token punctuation\">)<\/span> <span class=\"token punctuation\">{<\/span>\r\n    MinHeap<span class=\"token operator\">*<\/span> minheap <span class=\"token operator\">=<\/span> <span class=\"token punctuation\">(<\/span>MinHeap<span class=\"token operator\">*<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token function\">calloc<\/span> <span class=\"token punctuation\">(<\/span><span class=\"token number\">1<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token keyword\">sizeof<\/span><span class=\"token punctuation\">(<\/span>MinHeap<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span>\r\n    minheap<span class=\"token operator\">-><\/span>arr <span class=\"token operator\">=<\/span> <span class=\"token punctuation\">(<\/span><span class=\"token keyword\">int<\/span><span class=\"token operator\">*<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token function\">calloc<\/span> <span class=\"token punctuation\">(<\/span>capacity<span class=\"token punctuation\">,<\/span> <span class=\"token keyword\">sizeof<\/span><span class=\"token punctuation\">(<\/span><span class=\"token keyword\">int<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span>\r\n    minheap<span class=\"token operator\">-><\/span>capacity <span class=\"token operator\">=<\/span> capacity<span class=\"token punctuation\">;<\/span>\r\n    minheap<span class=\"token operator\">-><\/span>size <span class=\"token operator\">=<\/span> <span class=\"token number\">0<\/span><span class=\"token punctuation\">;<\/span>\r\n    <span class=\"token keyword\">return<\/span> minheap<span class=\"token punctuation\">;<\/span>\r\n<span class=\"token punctuation\">}<\/span>\r\n\r\n<span class=\"token keyword\">void<\/span> <span class=\"token function\">free_minheap<\/span><span class=\"token punctuation\">(<\/span>MinHeap<span class=\"token operator\">*<\/span> heap<span class=\"token punctuation\">)<\/span> <span class=\"token punctuation\">{<\/span>\r\n    <span class=\"token keyword\">if<\/span> <span class=\"token punctuation\">(<\/span><span class=\"token operator\">!<\/span>heap<span class=\"token punctuation\">)<\/span>\r\n        <span class=\"token keyword\">return<\/span><span class=\"token punctuation\">;<\/span>\r\n    <span class=\"token function\">free<\/span><span class=\"token punctuation\">(<\/span>heap<span class=\"token operator\">-><\/span>arr<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span>\r\n    <span class=\"token function\">free<\/span><span class=\"token punctuation\">(<\/span>heap<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span>\r\n<span class=\"token punctuation\">}<\/span>\r\n<\/code><\/pre>\n<p>\u597d\u7684\uff0c\u65e2\u7136\u8fd9\u4e2a\u95ee\u9898\u89e3\u51b3\u4e86\uff0c\u73b0\u5728\u8ba9\u6211\u4eec\u6765\u8ba8\u8bba\u5982\u4f55\u63d2\u5165\u5143\u7d20\u5427\uff01<\/p>\n<h2>\u63d2\u5165\u5230\u5c0f\u9876\u5806\u4e2d<\/h2>\n<p>\u8fd9\u662f\u6587\u7ae0\u300a\u6700\u5c0f\u5806\u4e8c\u53c9\u6811\u300b\u7684\u7b2c3\u90e8\u5206\uff08\u51719\u90e8\u5206\uff09\u3002<\/p>\n<p>\u5185\u5bb9\u7247\u6bb5: \u63d2\u5165\u7b97\u6cd5\u5f88\u7b80\u5355\u3002\u5b83\u5c06\u4e00\u4e2a\u5143\u7d20\u63d2\u5165\u5230\u6811\u4e2d\u3002<\/p>\n<p>\u5206\u89e3\u7b97\u6cd5:<\/p>\n<ul class=\"post-ul\">\n<li>\u9996\u5148\uff0c\u603b\u662f\u5728\u6811\u7684\u5e95\u90e8\u63d2\u5165\u3002\u63d2\u5165\u5143\u7d20\u7684\u521d\u59cb\u4f4d\u7f6e\u4f4d\u4e8e\u6700\u540e\u4e00\u5c42\u3002<\/li>\n<li>\u73b0\u5728\u6211\u4eec\u9700\u8981\u66f4\u65b0\u8fd9\u4e2a\u5143\u7d20\u7684\u4f4d\u7f6e\uff0c\u4ee5\u6ee1\u8db3\u6700\u5c0f\u5806\u7684\u6027\u8d28\u3002<\/li>\n<li>\u7531\u4e8e\u6bcf\u4e2a\u5b50\u6811\u7684\u6839\u8282\u70b9\u5fc5\u987b\u662f\u6700\u5c0f\u503c\uff0c\u56e0\u6b64\u68c0\u67e5\u5176\u76f4\u63a5\u7236\u8282\u70b9\u7684\u5b50\u6811\u3002<\/li>\n<li>\u5982\u679c\u7236\u8282\u70b9\u5927\u4e8e\u8fd9\u4e2a\u63d2\u5165\u7684\u5143\u7d20\uff0c\u6211\u4eec\u9700\u8981\u901a\u8fc7\u4ea4\u6362\u6765\u66f4\u65b0\u5b83\u7684\u4f4d\u7f6e\u3002<\/li>\n<li>\u4f46\u6211\u4eec\u8fd8\u6ca1\u6709\u5b8c\u6210\uff0c\u56e0\u4e3a\u66f4\u65b0\u8282\u70b9\u7684\u5b50\u6811\u53ef\u80fd\u8fdd\u53cd\u6700\u5c0f\u5806\u7684\u6027\u8d28\uff01<\/li>\n<li>\u6211\u4eec\u9700\u8981\u7ee7\u7eed\u4ea4\u6362\uff0c\u76f4\u5230\u5230\u8fbe\u6839\u8282\u70b9\uff0c\u4e4b\u540e\u6211\u4eec\u5c31\u5b8c\u6210\u4e86\u3002<\/li>\n<\/ul>\n<p>\u4e3a\u4e86\u7406\u89e3\u8fd9\u4e2a\u8fc7\u7a0b\uff0c\u8ba9\u6211\u4eec\u4e3e\u4e2a\u4f8b\u5b50\u6765\u8bf4\u660e\u3002<\/p>\n<p>\u8003\u8651\u4e0b\u65b9\u4ec5\u542b\u6709\u4e00\u4e2a\u5143\u7d20\u7684\u6811\u3002<\/p>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/65648343a4b2f92e6c72f5a8\/34-0.png\" alt=\"\u5355\u5143\u7d20\u6700\u5c0f\u5806\" \/><\/div>\n<p>\u8ba9\u6211\u4eec\u63d2\u5165\u5143\u7d2040\u3002\u7531\u4e8e\u53ea\u6709\u4e00\u4e2a\u5143\u7d20\uff0c\u5b83\u88ab\u63d2\u5165\u5230\u5e95\u90e8\uff0c\u5e76\u4e14\u6211\u4eec\u89c2\u5bdf\u5230\u6700\u5c0f\u5806\u5c5e\u6027\u5f97\u5230\u6ee1\u8db3\uff0c\u56e0\u4e3a10 &lt; 40\u3002\u6240\u4ee5\u4e0d\u9700\u8981\u8fdb\u884c\u4ea4\u6362\u3002<\/p>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/65648343a4b2f92e6c72f5a8\/36-0.png\" alt=\"\u4e24\u5143\u7d20\u6700\u5c0f\u5806\" \/><\/div>\n<p>\u63a5\u4e0b\u6765\uff0c\u6211\u4eec\u5c06\u63d2\u516550\u3002\u968f\u540e\u8fdb\u884c\u7c7b\u4f3c\u7684\u6b65\u9aa4\u3002<\/p>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/65648343a4b2f92e6c72f5a8\/38-0.png\" alt=\"\u4e09\u5143\u7d20\u6700\u5c0f\u5806\" \/><\/div>\n<p>\u63a5\u4e0b\u6765\uff0c\u6211\u4eec\u5c06\u63d2\u51655\u3002\u73b0\u5728\uff0c\u6211\u4eec\u9996\u5148\u5728\u6811\u7684\u5e95\u90e8\u63d2\u5165\uff0c\u5728\u7d22\u5f153\u5904\u3002<\/p>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/65648343a4b2f92e6c72f5a8\/40-0.png\" alt=\"\u6700\u5c0f\u5806\u72b6\u60011\" \/><\/div>\n<p>\u5b50\u68111-3\u8fdd\u53cd\u4e86\u6700\u5c0f\u5806\u7684\u5c5e\u6027\uff0c\u56e0\u6b64\u6574\u4e2a\u6811\u4e5f\u4f1a\u53d7\u5230\u5f71\u54cd\u3002\u56e0\u6b64\uff0c\u6211\u4eec\u5fc5\u987b\u4e0d\u65ad\u4e0e\u7236\u8282\u70b9\u4ea4\u6362\uff0c\u76f4\u5230\u8fbe\u5230\u6839\u8282\u70b9\u4e3a\u6b62\u3002<\/p>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/65648343a4b2f92e6c72f5a8\/42-0.png\" alt=\"\u7b2c\u4e00\u6b21\u4ea4\u6362\" \/><\/div>\n<p>\u6240\u4ee5\uff0c\u6211\u4eec\u8fd8\u9700\u8981\u8fdb\u884c\u4e00\u6b21\u4ea4\u6362\uff0c\u56e0\u4e3a\u5728\u4ee5\u8282\u70b90\u4e3a\u6839\u7684\u5b50\u6811\u4e2d\uff0c\u6700\u5c0f\u5806\u7684\u5c5e\u6027\u518d\u6b21\u88ab\u8fdd\u53cd\u4e86\u3002<\/p>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/65648343a4b2f92e6c72f5a8\/44-0.png\" alt=\"\u4ea4\u6362\u540e\u7684\u6700\u5c0f\u5806\" \/><\/div>\n<p>\u597d\u7684\uff0c\u65e2\u7136\u6211\u4eec\u5df2\u7ecf\u53ef\u89c6\u5316\u4e86\uff0c\u90a3\u5c31\u628a\u5b83\u5199\u4e0b\u6765\u5427\uff01<\/p>\n<pre class=\"post-pre\"><code>MinHeap<span class=\"token operator\">*<\/span> <span class=\"token function\">insert_minheap<\/span><span class=\"token punctuation\">(<\/span>MinHeap<span class=\"token operator\">*<\/span> heap<span class=\"token punctuation\">,<\/span> <span class=\"token keyword\">int<\/span> element<span class=\"token punctuation\">)<\/span> <span class=\"token punctuation\">{<\/span>\r\n    <span class=\"token comment\">\/\/ \u5411\u6700\u5c0f\u5806\u4e2d\u63d2\u5165\u4e00\u4e2a\u5143\u7d20<\/span>\r\n    <span class=\"token comment\">\/\/ \u6211\u4eec\u9996\u5148\u5c06\u5143\u7d20\u6dfb\u52a0\u5230\u6811\u7684\u5e95\u90e8\uff08\u6700\u540e\u4e00\u5c42\uff09<\/span>\r\n    <span class=\"token comment\">\/\/ \u5982\u679c\u5b83\u6bd4\u5176\u7236\u8282\u70b9\u5c0f\uff0c\u5219\u4e0d\u65ad\u4e0e\u7236\u8282\u70b9\u4ea4\u6362<\/span>\r\n    <span class=\"token comment\">\/\/ \u6211\u4eec\u6301\u7eed\u8fd9\u4e2a\u8fc7\u7a0b\u76f4\u5230\u5230\u8fbe\u6839\u8282\u70b9<\/span>\r\n    <span class=\"token comment\">\/\/ \u8fd9\u6837\uff0c\u6211\u4eec\u5c31\u5c06\u5143\u7d20\u63d2\u5165\u5230\u4e86\u9002\u5f53\u7684\u4f4d\u7f6e\uff0c\u4ee5\u4fdd\u6301\u6700\u5c0f\u5806\u7684\u6027\u8d28<\/span>\r\n    <span class=\"token keyword\">if<\/span> <span class=\"token punctuation\">(<\/span>heap<span class=\"token operator\">-><\/span>size <span class=\"token operator\">==<\/span> heap<span class=\"token operator\">-><\/span>capacity<span class=\"token punctuation\">)<\/span> <span class=\"token punctuation\">{<\/span>\r\n        <span class=\"token function\">fprintf<\/span><span class=\"token punctuation\">(<\/span><span class=\"token constant\">stderr<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">\"\u65e0\u6cd5\u63d2\u5165 %d\u3002\u5806\u5df2\u6ee1\uff01\\n\"<\/span><span class=\"token punctuation\">,<\/span> element<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span>\r\n        <span class=\"token keyword\">return<\/span> heap<span class=\"token punctuation\">;<\/span>\r\n    <span class=\"token punctuation\">}<\/span>\r\n    <span class=\"token comment\">\/\/ \u53ef\u4ee5\u6dfb\u52a0\u5143\u7d20\u3002\u589e\u52a0\u5806\u7684\u5927\u5c0f\u5e76\u5c06\u5143\u7d20\u6dfb\u52a0\u5230\u672b\u5c3e<\/span>\r\n    heap<span class=\"token operator\">-><\/span>size<span class=\"token operator\">++<\/span><span class=\"token punctuation\">;<\/span>\r\n    heap<span class=\"token operator\">-><\/span>arr<span class=\"token punctuation\">[<\/span>heap<span class=\"token operator\">-><\/span>size <span class=\"token operator\">-<\/span> <span class=\"token number\">1<\/span><span class=\"token punctuation\">]<\/span> <span class=\"token operator\">=<\/span> element<span class=\"token punctuation\">;<\/span>\r\n\r\n    <span class=\"token comment\">\/\/ \u6301\u7eed\u4ea4\u6362\u76f4\u5230\u5230\u8fbe\u6839\u8282\u70b9<\/span>\r\n    <span class=\"token keyword\">int<\/span> curr <span class=\"token operator\">=<\/span> heap<span class=\"token operator\">-><\/span>size <span class=\"token operator\">-<\/span> <span class=\"token number\">1<\/span><span class=\"token punctuation\">;<\/span>\r\n    <span class=\"token comment\">\/\/ \u53ea\u8981\u4e0d\u5728\u6839\u8282\u70b9\uff0c\u5e76\u4e14\u6700\u540e\u4e00\u4e2a\u5143\u7d20\u7684\u7236\u8282\u70b9\u5927\u4e8e\u5b83<\/span>\r\n    <span class=\"token keyword\">while<\/span> <span class=\"token punctuation\">(<\/span>curr <span class=\"token operator\">><\/span> <span class=\"token number\">0<\/span> <span class=\"token operator\">&&<\/span> heap<span class=\"token operator\">-><\/span>arr<span class=\"token punctuation\">[<\/span><span class=\"token function\">parent<\/span><span class=\"token punctuation\">(<\/span>curr<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">]<\/span> <span class=\"token operator\">><\/span> heap<span class=\"token operator\">-><\/span>arr<span class=\"token punctuation\">[<\/span>curr<span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token punctuation\">{<\/span>\r\n        <span class=\"token comment\">\/\/ \u4ea4\u6362<\/span>\r\n        <span class=\"token keyword\">int<\/span> temp <span class=\"token operator\">=<\/span> heap<span class=\"token operator\">-><\/span>arr<span class=\"token punctuation\">[<\/span><span class=\"token function\">parent<\/span><span class=\"token punctuation\">(<\/span>curr<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">;<\/span>\r\n        heap<span class=\"token operator\">-><\/span>arr<span class=\"token punctuation\">[<\/span><span class=\"token function\">parent<\/span><span class=\"token punctuation\">(<\/span>curr<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">]<\/span> <span class=\"token operator\">=<\/span> heap<span class=\"token operator\">-><\/span>arr<span class=\"token punctuation\">[<\/span>curr<span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">;<\/span>\r\n        heap<span class=\"token operator\">-><\/span>arr<span class=\"token punctuation\">[<\/span>curr<span class=\"token punctuation\">]<\/span> <span class=\"token operator\">=<\/span> temp<span class=\"token punctuation\">;<\/span>\r\n        <span class=\"token comment\">\/\/ \u66f4\u65b0\u5143\u7d20\u7684\u5f53\u524d\u7d22\u5f15<\/span>\r\n        curr <span class=\"token operator\">=<\/span> <span class=\"token function\">parent<\/span><span class=\"token punctuation\">(<\/span>curr<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span>\r\n    <span class=\"token punctuation\">}<\/span>\r\n    <span class=\"token keyword\">return<\/span> heap<span class=\"token punctuation\">;<\/span> \r\n<span class=\"token punctuation\">}<\/span>\r\n<\/code><\/pre>\n<p>\u6211\u4eec\u73b0\u5728\u8981\u5b9e\u65bd\u5220\u9664\u65b9\u6cd5\u3002<\/p>\n<h2>\u4ece\u6700\u5c0f\u5806\u4e2d\u5220\u9664<\/h2>\n<p>\u5728\u63a2\u8ba8\u5982\u4f55\u5220\u9664\u4efb\u610f\u7d22\u5f15\u4f4d\u7f6e\u7684\u5143\u7d20\u4e4b\u524d\uff0c\u7531\u4e8e\u6700\u5c0f\u5806\u7684\u7279\u6027\u4e0e\u6839\u8282\u70b9\u5bc6\u5207\u76f8\u5173\uff0c\u6211\u4eec\u5c06\u9996\u5148\u7814\u7a76\u5220\u9664\u6839\u8282\u70b9\u7684\u60c5\u51b5\u3002<\/p>\n<p>\u8981\u5220\u9664\u6700\u5c0f\u5143\u7d20\uff08\u5373\u6839\u5143\u7d20\uff09\uff0c\u6211\u4eec\u5c06\u6267\u884c\u4ee5\u4e0b\u64cd\u4f5c\uff1a<\/p>\n<ul class=\"post-ul\">\n<li>\u5c06\u6839\u8282\u70b9\u66f4\u65b0\u4e3a\u6570\u7ec4\uff08\u6811\uff09\u7684\u6700\u540e\u4e00\u4e2a\u5143\u7d20<\/li>\n<li>\u73b0\u5728\u6211\u4eec\u5c06\u79fb\u9664\u5e95\u90e8\u7684\u6700\u540e\u4e00\u4e2a\u5143\u7d20\u3002\u8fd9\u7c7b\u4f3c\u4e8e\u5728\u672b\u5c3e\u8fdb\u884c\u4ea4\u6362\u548c\u5220\u9664\uff01\u53ea\u662f\u56e0\u4e3a\u6211\u4eec\u4e0d\u518d\u5173\u5fc3\u6839\u8282\u70b9\u7684\u503c\uff0c\u6240\u4ee5\u76f4\u63a5\u66f4\u65b0\u5b83\u5373\u53ef\u3002<\/li>\n<li>\u95ee\u9898\u5728\u4e8e\u6211\u4eec\u9700\u8981\u7ef4\u62a4\u6700\u5c0f\u5806\u7684\u6027\u8d28\u3002<\/li>\n<li>\u56e0\u6b64\uff0c\u6211\u4eec\u5fc5\u987b\u786e\u4fdd\u6574\u4e2a\u6811\u90fd\u4fdd\u6301\u8fd9\u4e00\u6027\u8d28\u3002\u6211\u4eec\u5c06\u4f7f\u7528\u4e00\u4e2a\u540d\u4e3aheapify()\u7684\u51fd\u6570\u6765\u5b8c\u6210\u8fd9\u4e2a\u4efb\u52a1\u3002<\/li>\n<\/ul>\n<p>\u56e0\u6b64\uff0c\u6211\u4eec\u77e5\u9053\u5728\u6267\u884cheapify()\u65b9\u6cd5\u4e4b\u540e\uff0c\u5220\u9664\u64cd\u4f5c\u5c31\u5b8c\u6210\u4e86\u3002<\/p>\n<pre class=\"post-pre\"><code>MinHeap<span class=\"token operator\">*<\/span> <span class=\"token function\">delete_minimum<\/span><span class=\"token punctuation\">(<\/span>MinHeap<span class=\"token operator\">*<\/span> heap<span class=\"token punctuation\">)<\/span> <span class=\"token punctuation\">{<\/span>\r\n    <span class=\"token comment\">\/\/ \u5220\u9664\u6839\u8282\u70b9\u7684\u6700\u5c0f\u5143\u7d20<\/span>\r\n    <span class=\"token keyword\">if<\/span> <span class=\"token punctuation\">(<\/span><span class=\"token operator\">!<\/span>heap <span class=\"token operator\">||<\/span> heap<span class=\"token operator\">-><\/span>size <span class=\"token operator\">==<\/span> <span class=\"token number\">0<\/span><span class=\"token punctuation\">)<\/span>\r\n        <span class=\"token keyword\">return<\/span> heap<span class=\"token punctuation\">;<\/span>\r\n\r\n    <span class=\"token keyword\">int<\/span> size <span class=\"token operator\">=<\/span> heap<span class=\"token operator\">-><\/span>size<span class=\"token punctuation\">;<\/span>\r\n    <span class=\"token keyword\">int<\/span> last_element <span class=\"token operator\">=<\/span> heap<span class=\"token operator\">-><\/span>arr<span class=\"token punctuation\">[<\/span>size<span class=\"token operator\">-<\/span><span class=\"token number\">1<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">;<\/span>\r\n    \r\n    <span class=\"token comment\">\/\/ \u7528\u6700\u540e\u4e00\u4e2a\u5143\u7d20\u66f4\u65b0\u6839\u8282\u70b9\u503c<\/span>\r\n    heap<span class=\"token operator\">-><\/span>arr<span class=\"token punctuation\">[<\/span><span class=\"token number\">0<\/span><span class=\"token punctuation\">]<\/span> <span class=\"token operator\">=<\/span> last_element<span class=\"token punctuation\">;<\/span>\r\n\r\n    <span class=\"token comment\">\/\/ \u901a\u8fc7\u51cf\u5c0f\u5806\u7684\u5927\u5c0f\u6765\u79fb\u9664\u6700\u540e\u4e00\u4e2a\u5143\u7d20<\/span>\r\n    heap<span class=\"token operator\">-><\/span>size<span class=\"token operator\">--<\/span><span class=\"token punctuation\">;<\/span>\r\n    size<span class=\"token operator\">--<\/span><span class=\"token punctuation\">;<\/span>\r\n\r\n    <span class=\"token comment\">\/\/ \u6211\u4eec\u9700\u8981\u8c03\u7528heapify()\u6765\u7ef4\u62a4\u6700\u5c0f\u5806<\/span>\r\n    <span class=\"token comment\">\/\/ \u7684\u6027\u8d28<\/span>\r\n    heap <span class=\"token operator\">=<\/span> <span class=\"token function\">heapify<\/span><span class=\"token punctuation\">(<\/span>heap<span class=\"token punctuation\">,<\/span> <span class=\"token number\">0<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span>\r\n    <span class=\"token keyword\">return<\/span> heap<span class=\"token punctuation\">;<\/span>\r\n<span class=\"token punctuation\">}<\/span>\r\n<\/code><\/pre>\n<h3>\u5806\u5316\uff08heapify()\uff09\u7684\u8fc7\u7a0b<\/h3>\n<p>\u8fd9\u4e2a\u51fd\u6570\u63a5\u53d7\u4e00\u4e2a\u5143\u7d20\u7684\u7d22\u5f15index\uff0c\u5e76\u901a\u8fc7\u4e0e\u5176\u76f4\u63a5\u5b50\u6811\u4e2d\u6700\u5c0f\u7684\u5143\u7d20\u4ea4\u6362\u6765\u4fdd\u6301\u6700\u5c0f\u5806\u7684\u6027\u8d28\u3002<\/p>\n<p>\u751f\u6210\u7684\u6811\u5c06\u6ee1\u8db3\u6700\u5c0f\u5806\u6027\u8d28\u3002<\/p>\n<p>\u8fd9\u6d89\u53ca\u627e\u5230\u5b50\u6811\u4e2d\u7684\u6700\u5c0f\u5143\u7d20\uff0c\u5e76\u4e0e\u5f53\u524d\u5143\u7d20\u8fdb\u884c\u4ea4\u6362\u3002<\/p>\n<p>\u5728\u8fd9\u4e4b\u540e\uff0c\u6211\u4eec\u8fd8\u9700\u8981\u786e\u4fdd\u6574\u4e2a\u6811\u6ee1\u8db3\u8fd9\u4e00\u6761\u4ef6\u3002\u6240\u4ee5\uff0c\u6211\u4eec\u9700\u8981\u9012\u5f52\u5730\u5728\u6700\u5c0f\u5143\u7d20\u4e0a\u8c03\u7528\u8fd9\u4e2a\u8fc7\u7a0b\uff0c\u76f4\u5230\u8fbe\u5230\u6839\u8282\u70b9\u4e3a\u6b62\uff01<\/p>\n<pre class=\"post-pre\"><code>MinHeap<span class=\"token operator\">*<\/span> <span class=\"token function\">heapify<\/span><span class=\"token punctuation\">(<\/span>MinHeap<span class=\"token operator\">*<\/span> heap<span class=\"token punctuation\">,<\/span> <span class=\"token keyword\">int<\/span> index<span class=\"token punctuation\">)<\/span> <span class=\"token punctuation\">{<\/span>\r\n    <span class=\"token comment\">\/\/ \u91cd\u65b0\u6392\u5217\u5806\u4ee5\u7ef4\u62a4<\/span>\r\n    <span class=\"token comment\">\/\/ \u6700\u5c0f\u5806\u6027\u8d28<\/span>\r\n    <span class=\"token keyword\">if<\/span> <span class=\"token punctuation\">(<\/span>heap<span class=\"token operator\">-><\/span>size <span class=\"token operator\"><=<\/span> <span class=\"token number\">1<\/span><span class=\"token punctuation\">)<\/span>\r\n        <span class=\"token keyword\">return<\/span> heap<span class=\"token punctuation\">;<\/span>\r\n    \r\n    <span class=\"token keyword\">int<\/span> left <span class=\"token operator\">=<\/span> <span class=\"token function\">left_child<\/span><span class=\"token punctuation\">(<\/span>index<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span> \r\n    <span class=\"token keyword\">int<\/span> right <span class=\"token operator\">=<\/span> <span class=\"token function\">right_child<\/span><span class=\"token punctuation\">(<\/span>index<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span> \r\n\r\n    <span class=\"token comment\">\/\/ \u7528\u4e8e\u83b7\u53d6\u5b50\u6811\u4e2d\u6700\u5c0f\u5143\u7d20\u7684\u53d8\u91cf<\/span>\r\n    <span class=\"token comment\">\/\/ \u5728\u7ed9\u5b9a\u7d22\u5f15\u4f4d\u7f6e\u7684\u5143\u7d20<\/span>\r\n    <span class=\"token keyword\">int<\/span> smallest <span class=\"token operator\">=<\/span> index<span class=\"token punctuation\">;<\/span> \r\n    \r\n    <span class=\"token comment\">\/\/ \u5982\u679c\u5de6\u5b50\u8282\u70b9\u5c0f\u4e8e\u5f53\u524d\u5143\u7d20\uff0c\u5219<\/span>\r\n    <span class=\"token comment\">\/\/ \u5b83\u662f\u6700\u5c0f\u7684<\/span>\r\n    <span class=\"token keyword\">if<\/span> <span class=\"token punctuation\">(<\/span>left <span class=\"token operator\"><<\/span> heap<span class=\"token operator\">-><\/span>size <span class=\"token operator\">&&<\/span> heap<span class=\"token operator\">-><\/span>arr<span class=\"token punctuation\">[<\/span>left<span class=\"token punctuation\">]<\/span> <span class=\"token operator\"><<\/span> heap<span class=\"token operator\">-><\/span>arr<span class=\"token punctuation\">[<\/span>index<span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">)<\/span> \r\n        smallest <span class=\"token operator\">=<\/span> left<span class=\"token punctuation\">;<\/span> \r\n    \r\n    <span class=\"token comment\">\/\/ \u7c7b\u4f3c\u5730\u5904\u7406\u53f3\u5b50\u8282\u70b9\uff0c\u4f46\u6211\u4eec\u66f4\u65b0\u6700\u5c0f\u5143\u7d20<\/span>\r\n    <span class=\"token comment\">\/\/ \u4ee5\u786e\u4fdd\u4e00\u5b9a\u80fd\u5f97\u5230\u5b50\u6811\u4e2d\u7684\u6700\u5c0f\u5143\u7d20<\/span>\r\n    <span class=\"token keyword\">if<\/span> <span class=\"token punctuation\">(<\/span>right <span class=\"token operator\"><<\/span> heap<span class=\"token operator\">-><\/span>size <span class=\"token operator\">&&<\/span> heap<span class=\"token operator\">-><\/span>arr<span class=\"token punctuation\">[<\/span>right<span class=\"token punctuation\">]<\/span> <span class=\"token operator\"><<\/span> heap<span class=\"token operator\">-><\/span>arr<span class=\"token punctuation\">[<\/span>smallest<span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">)<\/span> \r\n        smallest <span class=\"token operator\">=<\/span> right<span class=\"token punctuation\">;<\/span> \r\n\r\n    <span class=\"token comment\">\/\/ \u73b0\u5728\uff0c\u5982\u679c\u5f53\u524d\u5143\u7d20\u4e0d\u662f\u6700\u5c0f\u7684\uff0c<\/span>\r\n    <span class=\"token comment\">\/\/ \u4e0e\u5f53\u524d\u5143\u7d20\u4ea4\u6362\u3002\u6700\u5c0f\u5806\u6027\u8d28<\/span>\r\n    <span class=\"token comment\">\/\/ \u73b0\u5728\u5bf9\u4e8e\u8fd9\u4e2a\u5b50\u6811\u5df2\u7ecf\u6ee1\u8db3\u3002\u6211\u4eec\u73b0\u5728\u9700\u8981<\/span>\r\n    <span class=\"token comment\">\/\/ \u9012\u5f52\u5730\u7ee7\u7eed\u6267\u884c\u6b64\u64cd\u4f5c\uff0c\u76f4\u5230\u5230\u8fbe\u6839\u8282\u70b9\uff0c<\/span>\r\n    <span class=\"token comment\">\/\/ \u90a3\u65f6\u5c06\u4e0d\u518d\u6709\u4efb\u4f55\u53d8\u5316\uff01<\/span>\r\n    <span class=\"token keyword\">if<\/span> <span class=\"token punctuation\">(<\/span>smallest <span class=\"token operator\">!=<\/span> index<span class=\"token punctuation\">)<\/span> \r\n    <span class=\"token punctuation\">{<\/span> \r\n        <span class=\"token keyword\">int<\/span> temp <span class=\"token operator\">=<\/span> heap<span class=\"token operator\">-><\/span>arr<span class=\"token punctuation\">[<\/span>index<span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">;<\/span>\r\n        heap<span class=\"token operator\">-><\/span>arr<span class=\"token punctuation\">[<\/span>index<span class=\"token punctuation\">]<\/span> <span class=\"token operator\">=<\/span> heap<span class=\"token operator\">-><\/span>arr<span class=\"token punctuation\">[<\/span>smallest<span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">;<\/span>\r\n        heap<span class=\"token operator\">-><\/span>arr<span class=\"token punctuation\">[<\/span>smallest<span class=\"token punctuation\">]<\/span> <span class=\"token operator\">=<\/span> temp<span class=\"token punctuation\">;<\/span>\r\n        heap <span class=\"token operator\">=<\/span> <span class=\"token function\">heapify<\/span><span class=\"token punctuation\">(<\/span>heap<span class=\"token punctuation\">,<\/span> smallest<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span> \r\n    <span class=\"token punctuation\">}<\/span>\r\n\r\n    <span class=\"token keyword\">return<\/span> heap<span class=\"token punctuation\">;<\/span>\r\n<span class=\"token punctuation\">}<\/span>\r\n<\/code><\/pre>\n<p>\u6211\u4eec\u73b0\u5728\u53ef\u4ee5\u6269\u5c55\u8fd9\u4e2adelete_minimum()\u51fd\u6570\uff0c\u6765\u5220\u9664\u4efb\u4f55\u5143\u7d20\u3002<\/p>\n<h2>\u5220\u9664\u4e00\u4e2a\u4efb\u610f\u5143\u7d20<\/h2>\n<p>\u8fd9\u662f\u6587\u7ae0\u300a\u6700\u5c0f\u5806\u4e8c\u53c9\u6811\u300b\u7684\u7b2c7\u90e8\u5206\uff08\u51719\u90e8\u5206\uff09\u3002<\/p>\n<p>\u8fd9\u4e00\u6b65\u9aa4\u4ec5\u6d89\u53ca\u5c06\u76ee\u6807\u5143\u7d20\u8bbe\u7f6e\u4e3a\u6700\u5c0f\u53ef\u80fd\u503c\uff0c\u5373get_min()-1\uff0c\u56e0\u4e3a\u5b83\u5fc5\u987b\u5c0f\u4e8e\u5f53\u524d\u6700\u5c0f\u503c\u3002<\/p>\n<p>\u63a5\u4e0b\u6765\uff0c\u6211\u4eec\u5c06\u7ee7\u7eed\u8fdb\u884c\u4ea4\u6362\u64cd\u4f5c\uff0c\u76f4\u5230\u66f4\u65b0\u5143\u7d20\u4f4d\u7f6e\uff0c\u4f7f\u8be5\u5143\u7d20\u6210\u4e3a\u65b0\u7684\u6839\u8282\u70b9\u3002<\/p>\n<p>\u73b0\u5728\uff0c\u6211\u4eec\u53ef\u4ee5\u4f7f\u7528\u4e4b\u524d\u5b9a\u4e49\u7684delete_minimum()\u51fd\u6570\uff01\u8fd9\u6837\u6211\u4eec\u5c31\u80fd\u7b80\u5355\u5730\u5220\u9664\u65b0\u7684\u6839\u8282\u70b9\uff01<\/p>\n<p>\u57fa\u4e8e\u4ee5\u4e0a\u6b65\u9aa4\uff0c\u6211\u4eec\u5b8c\u6574\u7684\u5143\u7d20\u5220\u9664\u8fc7\u7a0b\u5c06\u5982\u4e0b\u6240\u793a\uff1a<\/p>\n<pre class=\"post-pre\"><code>MinHeap<span class=\"token operator\">*<\/span> <span class=\"token function\">delete_element<\/span><span class=\"token punctuation\">(<\/span>MinHeap<span class=\"token operator\">*<\/span> heap<span class=\"token punctuation\">,<\/span> <span class=\"token keyword\">int<\/span> index<span class=\"token punctuation\">)<\/span> <span class=\"token punctuation\">{<\/span>\r\n    <span class=\"token comment\">\/\/ \u5220\u9664\u6307\u5b9a\u7d22\u5f15\u4f4d\u7f6e\u7684\u5143\u7d20<\/span>\r\n    <span class=\"token comment\">\/\/ \u786e\u4fdd\u8be5\u503c\u5c0f\u4e8e\u5f53\u524d\u6839\u8282\u70b9\u7684\u503c<\/span>\r\n    heap<span class=\"token operator\">-><\/span>arr<span class=\"token punctuation\">[<\/span>index<span class=\"token punctuation\">]<\/span> <span class=\"token operator\">=<\/span> <span class=\"token function\">get_min<\/span><span class=\"token punctuation\">(<\/span>heap<span class=\"token punctuation\">)<\/span> <span class=\"token operator\">-<\/span> <span class=\"token number\">1<\/span><span class=\"token punctuation\">;<\/span>\r\n    \r\n    <span class=\"token comment\">\/\/ \u6301\u7eed\u4ea4\u6362\uff0c\u76f4\u5230\u66f4\u65b0\u6574\u4e2a\u6811\u7ed3\u6784<\/span>\r\n    <span class=\"token keyword\">int<\/span> curr <span class=\"token operator\">=<\/span> index<span class=\"token punctuation\">;<\/span>\r\n    <span class=\"token keyword\">while<\/span> <span class=\"token punctuation\">(<\/span>curr <span class=\"token operator\">><\/span> <span class=\"token number\">0<\/span> <span class=\"token operator\">&&<\/span> heap<span class=\"token operator\">-><\/span>arr<span class=\"token punctuation\">[<\/span><span class=\"token function\">parent<\/span><span class=\"token punctuation\">(<\/span>curr<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">]<\/span> <span class=\"token operator\">><\/span> heap<span class=\"token operator\">-><\/span>arr<span class=\"token punctuation\">[<\/span>curr<span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token punctuation\">{<\/span>\r\n        <span class=\"token keyword\">int<\/span> temp <span class=\"token operator\">=<\/span> heap<span class=\"token operator\">-><\/span>arr<span class=\"token punctuation\">[<\/span><span class=\"token function\">parent<\/span><span class=\"token punctuation\">(<\/span>curr<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">;<\/span>\r\n        heap<span class=\"token operator\">-><\/span>arr<span class=\"token punctuation\">[<\/span><span class=\"token function\">parent<\/span><span class=\"token punctuation\">(<\/span>curr<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">]<\/span> <span class=\"token operator\">=<\/span> heap<span class=\"token operator\">-><\/span>arr<span class=\"token punctuation\">[<\/span>curr<span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">;<\/span>\r\n        heap<span class=\"token operator\">-><\/span>arr<span class=\"token punctuation\">[<\/span>curr<span class=\"token punctuation\">]<\/span> <span class=\"token operator\">=<\/span> temp<span class=\"token punctuation\">;<\/span>\r\n        curr <span class=\"token operator\">=<\/span> <span class=\"token function\">parent<\/span><span class=\"token punctuation\">(<\/span>curr<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span>\r\n    <span class=\"token punctuation\">}<\/span>\r\n\r\n    <span class=\"token comment\">\/\/ \u73b0\u5728\u53ea\u9700\u5220\u9664\u6700\u5c0f\u5143\u7d20<\/span>\r\n    heap <span class=\"token operator\">=<\/span> <span class=\"token function\">delete_minimum<\/span><span class=\"token punctuation\">(<\/span>heap<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span>\r\n    <span class=\"token keyword\">return<\/span> heap<span class=\"token punctuation\">;<\/span>\r\n<span class=\"token punctuation\">}<\/span>\r\n<\/code><\/pre>\n<p>\u592a\u597d\u4e86\uff01\u6211\u4eec\u7ec8\u4e8e\u5b8c\u6210\u4e86\u6700\u5c0f\u5806\u4e2d\u5220\u9664\u4efb\u610f\u5143\u7d20\u7684\u5b9e\u73b0\u3002\u63a5\u4e0b\u6765\uff0c\u6211\u5c06\u5c55\u793a\u5b8c\u6574\u7684\u4ee3\u7801\uff0c\u5305\u62ec\u7528\u4e8e\u53ef\u89c6\u5316\u6811\u7ed3\u6784\u7684print()\u51fd\u6570\u3002<\/p>\n<hr \/>\n<h2>\u5b8c\u6574\u7684\u4ee3\u7801\u5b9e\u73b0<\/h2>\n<h2>\u6700\u5c0f\u5806\u4e8c\u53c9\u6811\u7684C\u8bed\u8a00\u5b9e\u73b0<\/h2>\n<pre class=\"post-pre\"><code><span class=\"token macro property\"><span class=\"token directive-hash\">#<\/span><span class=\"token directive keyword\">include<\/span> <span class=\"token string\">&lt;stdio.h&gt;<\/span><\/span>\r\n<span class=\"token macro property\"><span class=\"token directive-hash\">#<\/span><span class=\"token directive keyword\">include<\/span> <span class=\"token string\">&lt;stdlib.h&gt;<\/span><\/span>\r\n\r\n<span class=\"token keyword\">typedef<\/span> <span class=\"token keyword\">struct<\/span> <span class=\"token class-name\">MinHeap<\/span> MinHeap<span class=\"token punctuation\">;<\/span>\r\n<span class=\"token keyword\">struct<\/span> <span class=\"token class-name\">MinHeap<\/span> <span class=\"token punctuation\">{<\/span>\r\n    <span class=\"token keyword\">int<\/span><span class=\"token operator\">*<\/span> arr<span class=\"token punctuation\">;<\/span>\r\n    <span class=\"token comment\">\/\/ \u5806\u7684\u5f53\u524d\u5927\u5c0f<\/span>\r\n    <span class=\"token keyword\">int<\/span> size<span class=\"token punctuation\">;<\/span>\r\n    <span class=\"token comment\">\/\/ \u5806\u7684\u6700\u5927\u5bb9\u91cf<\/span>\r\n    <span class=\"token keyword\">int<\/span> capacity<span class=\"token punctuation\">;<\/span>\r\n<span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">;<\/span>\r\n\r\n<span class=\"token keyword\">int<\/span> <span class=\"token function\">parent<\/span><span class=\"token punctuation\">(<\/span><span class=\"token keyword\">int<\/span> i<span class=\"token punctuation\">)<\/span> <span class=\"token punctuation\">{<\/span>\r\n    <span class=\"token comment\">\/\/ \u83b7\u53d6\u7236\u8282\u70b9\u7684\u7d22\u5f15<\/span>\r\n    <span class=\"token keyword\">return<\/span> <span class=\"token punctuation\">(<\/span>i <span class=\"token operator\">-<\/span> <span class=\"token number\">1<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token operator\">\/<\/span> <span class=\"token number\">2<\/span><span class=\"token punctuation\">;<\/span>\r\n<span class=\"token punctuation\">}<\/span>\r\n\r\n<span class=\"token keyword\">int<\/span> <span class=\"token function\">left_child<\/span><span class=\"token punctuation\">(<\/span><span class=\"token keyword\">int<\/span> i<span class=\"token punctuation\">)<\/span> <span class=\"token punctuation\">{<\/span>\r\n    <span class=\"token keyword\">return<\/span> <span class=\"token punctuation\">(<\/span><span class=\"token number\">2<\/span><span class=\"token operator\">*<\/span>i <span class=\"token operator\">+<\/span> <span class=\"token number\">1<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span>\r\n<span class=\"token punctuation\">}<\/span>\r\n\r\n<span class=\"token keyword\">int<\/span> <span class=\"token function\">right_child<\/span><span class=\"token punctuation\">(<\/span><span class=\"token keyword\">int<\/span> i<span class=\"token punctuation\">)<\/span> <span class=\"token punctuation\">{<\/span>\r\n    <span class=\"token keyword\">return<\/span> <span class=\"token punctuation\">(<\/span><span class=\"token number\">2<\/span><span class=\"token operator\">*<\/span>i <span class=\"token operator\">+<\/span> <span class=\"token number\">2<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span>\r\n<span class=\"token punctuation\">}<\/span>\r\n\r\n<span class=\"token keyword\">int<\/span> <span class=\"token function\">get_min<\/span><span class=\"token punctuation\">(<\/span>MinHeap<span class=\"token operator\">*<\/span> heap<span class=\"token punctuation\">)<\/span> <span class=\"token punctuation\">{<\/span>\r\n    <span class=\"token comment\">\/\/ \u8fd4\u56de\u6839\u8282\u70b9\u5143\u7d20\uff0c\u56e0\u4e3a\u8fd9\u662f\u6700\u5c0f\u503c<\/span>\r\n    <span class=\"token keyword\">return<\/span> heap<span class=\"token operator\">-&gt;<\/span>arr<span class=\"token punctuation\">[<\/span><span class=\"token number\">0<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">;<\/span>\r\n<span class=\"token punctuation\">}<\/span>\r\n\r\nMinHeap<span class=\"token operator\">*<\/span> <span class=\"token function\">init_minheap<\/span><span class=\"token punctuation\">(<\/span><span class=\"token keyword\">int<\/span> capacity<span class=\"token punctuation\">)<\/span> <span class=\"token punctuation\">{<\/span>\r\n    MinHeap<span class=\"token operator\">*<\/span> minheap <span class=\"token operator\">=<\/span> <span class=\"token punctuation\">(<\/span>MinHeap<span class=\"token operator\">*<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token function\">calloc<\/span> <span class=\"token punctuation\">(<\/span><span class=\"token number\">1<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token keyword\">sizeof<\/span><span class=\"token punctuation\">(<\/span>MinHeap<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span>\r\n    minheap<span class=\"token operator\">-&gt;<\/span>arr <span class=\"token operator\">=<\/span> <span class=\"token punctuation\">(<\/span><span class=\"token keyword\">int<\/span><span class=\"token operator\">*<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token function\">calloc<\/span> <span class=\"token punctuation\">(<\/span>capacity<span class=\"token punctuation\">,<\/span> <span class=\"token keyword\">sizeof<\/span><span class=\"token punctuation\">(<\/span><span class=\"token keyword\">int<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span>\r\n    minheap<span class=\"token operator\">-&gt;<\/span>capacity <span class=\"token operator\">=<\/span> capacity<span class=\"token punctuation\">;<\/span>\r\n    minheap<span class=\"token operator\">-&gt;<\/span>size <span class=\"token operator\">=<\/span> <span class=\"token number\">0<\/span><span class=\"token punctuation\">;<\/span>\r\n    <span class=\"token keyword\">return<\/span> minheap<span class=\"token punctuation\">;<\/span>\r\n<span class=\"token punctuation\">}<\/span>\r\n\r\nMinHeap<span class=\"token operator\">*<\/span> <span class=\"token function\">insert_minheap<\/span><span class=\"token punctuation\">(<\/span>MinHeap<span class=\"token operator\">*<\/span> heap<span class=\"token punctuation\">,<\/span> <span class=\"token keyword\">int<\/span> element<span class=\"token punctuation\">)<\/span> <span class=\"token punctuation\">{<\/span>\r\n    <span class=\"token comment\">\/\/ \u5411\u6700\u5c0f\u5806\u63d2\u5165\u5143\u7d20<\/span>\r\n    <span class=\"token comment\">\/\/ \u6211\u4eec\u9996\u5148\u5c06\u5176\u6dfb\u52a0\u5230\u6811\u7684\u5e95\u90e8\uff08\u6700\u540e\u4e00\u5c42\uff09\uff0c<\/span>\r\n    <span class=\"token comment\">\/\/ \u5982\u679c\u5b83\u6bd4\u7236\u8282\u70b9\u5c0f\uff0c\u5219\u4e0d\u65ad\u4e0e\u7236\u8282\u70b9\u4ea4\u6362\u3002<\/span>\r\n    <span class=\"token comment\">\/\/ \u6211\u4eec\u4e00\u76f4\u8fd9\u6837\u505a\uff0c\u76f4\u5230\u5230\u8fbe\u6839\u8282\u70b9\u3002<\/span>\r\n    <span class=\"token comment\">\/\/ \u8fd9\u6837\uff0c\u6211\u4eec\u5c31\u5c06\u5143\u7d20\u63d2\u5165\u5230\u4e86\u6b63\u786e\u7684\u4f4d\u7f6e\uff0c\u4ee5\u4fdd\u6301\u6700\u5c0f\u5806\u7684\u6027\u8d28<\/span>\r\n    <span class=\"token keyword\">if<\/span> <span class=\"token punctuation\">(<\/span>heap<span class=\"token operator\">-&gt;<\/span>size <span class=\"token operator\">==<\/span> heap<span class=\"token operator\">-&gt;<\/span>capacity<span class=\"token punctuation\">)<\/span> <span class=\"token punctuation\">{<\/span>\r\n        <span class=\"token function\">fprintf<\/span><span class=\"token punctuation\">(<\/span><span class=\"token constant\">stderr<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">\"\u65e0\u6cd5\u63d2\u5165 %d\u3002\u5806\u5df2\u6ee1\uff01\\n\"<\/span><span class=\"token punctuation\">,<\/span> element<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span>\r\n        <span class=\"token keyword\">return<\/span> heap<span class=\"token punctuation\">;<\/span>\r\n    <span class=\"token punctuation\">}<\/span>\r\n    <span class=\"token comment\">\/\/ \u53ef\u4ee5\u6dfb\u52a0\u3002\u589e\u52a0\u5927\u5c0f\u5e76\u5c06\u5176\u6dfb\u52a0\u5230\u672b\u5c3e<\/span>\r\n    heap<span class=\"token operator\">-&gt;<\/span>size<span class=\"token operator\">++<\/span><span class=\"token punctuation\">;<\/span>\r\n    heap<span class=\"token operator\">-&gt;<\/span>arr<span class=\"token punctuation\">[<\/span>heap<span class=\"token operator\">-&gt;<\/span>size <span class=\"token operator\">-<\/span> <span class=\"token number\">1<\/span><span class=\"token punctuation\">]<\/span> <span class=\"token operator\">=<\/span> element<span class=\"token punctuation\">;<\/span>\r\n\r\n    <span class=\"token comment\">\/\/ \u6301\u7eed\u4ea4\u6362\u76f4\u5230\u5230\u8fbe\u6839\u8282\u70b9<\/span>\r\n    <span class=\"token keyword\">int<\/span> curr <span class=\"token operator\">=<\/span> heap<span class=\"token operator\">-&gt;<\/span>size <span class=\"token operator\">-<\/span> <span class=\"token number\">1<\/span><span class=\"token punctuation\">;<\/span>\r\n    <span class=\"token comment\">\/\/ \u53ea\u8981\u4e0d\u5728\u6839\u8282\u70b9\uff0c\u5e76\u4e14\u6700\u540e\u4e00\u4e2a\u5143\u7d20\u7684\u7236\u8282\u70b9\u5927\u4e8e\u5b83<\/span>\r\n    <span class=\"token keyword\">while<\/span> <span class=\"token punctuation\">(<\/span>curr <span class=\"token operator\">&gt;<\/span> <span class=\"token number\">0<\/span> <span class=\"token operator\">&amp;&amp;<\/span> heap<span class=\"token operator\">-&gt;<\/span>arr<span class=\"token punctuation\">[<\/span><span class=\"token function\">parent<\/span><span class=\"token punctuation\">(<\/span>curr<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">]<\/span> <span class=\"token operator\">&gt;<\/span> heap<span class=\"token operator\">-&gt;<\/span>arr<span class=\"token punctuation\">[<\/span>curr<span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token punctuation\">{<\/span>\r\n        <span class=\"token comment\">\/\/ \u4ea4\u6362<\/span>\r\n        <span class=\"token keyword\">int<\/span> temp <span class=\"token operator\">=<\/span> heap<span class=\"token operator\">-&gt;<\/span>arr<span class=\"token punctuation\">[<\/span><span class=\"token function\">parent<\/span><span class=\"token punctuation\">(<\/span>curr<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">;<\/span>\r\n        heap<span class=\"token operator\">-&gt;<\/span>arr<span class=\"token punctuation\">[<\/span><span class=\"token function\">parent<\/span><span class=\"token punctuation\">(<\/span>curr<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">]<\/span> <span class=\"token operator\">=<\/span> heap<span class=\"token operator\">-&gt;<\/span>arr<span class=\"token punctuation\">[<\/span>curr<span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">;<\/span>\r\n        heap<span class=\"token operator\">-&gt;<\/span>arr<span class=\"token punctuation\">[<\/span>curr<span class=\"token punctuation\">]<\/span> <span class=\"token operator\">=<\/span> temp<span class=\"token punctuation\">;<\/span>\r\n        <span class=\"token comment\">\/\/ \u66f4\u65b0\u5143\u7d20\u7684\u5f53\u524d\u7d22\u5f15<\/span>\r\n        curr <span class=\"token operator\">=<\/span> <span class=\"token function\">parent<\/span><span class=\"token punctuation\">(<\/span>curr<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span>\r\n    <span class=\"token punctuation\">}<\/span>\r\n    <span class=\"token keyword\">return<\/span> heap<span class=\"token punctuation\">;<\/span> \r\n<span class=\"token punctuation\">}<\/span>\r\n\r\nMinHeap<span class=\"token operator\">*<\/span> <span class=\"token function\">heapify<\/span><span class=\"token punctuation\">(<\/span>MinHeap<span class=\"token operator\">*<\/span> heap<span class=\"token punctuation\">,<\/span> <span class=\"token keyword\">int<\/span> index<span class=\"token punctuation\">)<\/span> <span class=\"token punctuation\">{<\/span>\r\n    <span class=\"token comment\">\/\/ \u91cd\u65b0\u6392\u5217\u5806\u4ee5\u4fdd\u6301\u6700\u5c0f\u5806\u6027\u8d28<\/span>\r\n    <span class=\"token keyword\">if<\/span> <span class=\"token punctuation\">(<\/span>heap<span class=\"token operator\">-&gt;<\/span>size <span class=\"token operator\">&lt;=<\/span> <span class=\"token number\">1<\/span><span class=\"token punctuation\">)<\/span>\r\n        <span class=\"token keyword\">return<\/span> heap<span class=\"token punctuation\">;<\/span>\r\n    \r\n    <span class=\"token keyword\">int<\/span> left <span class=\"token operator\">=<\/span> <span class=\"token function\">left_child<\/span><span class=\"token punctuation\">(<\/span>index<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span> \r\n    <span class=\"token keyword\">int<\/span> right <span class=\"token operator\">=<\/span> <span class=\"token function\">right_child<\/span><span class=\"token punctuation\">(<\/span>index<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span> \r\n\r\n    <span class=\"token comment\">\/\/ \u7528\u4e8e\u83b7\u53d6\u7d22\u5f15\u5904\u5143\u7d20\u5b50\u6811\u4e2d\u6700\u5c0f\u5143\u7d20\u7684\u53d8\u91cf<\/span>\r\n    <span class=\"token keyword\">int<\/span> smallest <span class=\"token operator\">=<\/span> index<span class=\"token punctuation\">;<\/span> \r\n    \r\n    <span class=\"token comment\">\/\/ \u5982\u679c\u5de6\u5b50\u8282\u70b9\u5c0f\u4e8e\u6b64\u5143\u7d20\uff0c\u5219\u5b83\u662f\u6700\u5c0f\u7684<\/span>\r\n    <span class=\"token keyword\">if<\/span> <span class=\"token punctuation\">(<\/span>left <span class=\"token operator\">&lt;<\/span> heap<span class=\"token operator\">-&gt;<\/span>size <span class=\"token operator\">&amp;&amp;<\/span> heap<span class=\"token operator\">-&gt;<\/span>arr<span class=\"token punctuation\">[<\/span>left<span class=\"token punctuation\">]<\/span> <span class=\"token operator\">&lt;<\/span> heap<span class=\"token operator\">-&gt;<\/span>arr<span class=\"token punctuation\">[<\/span>index<span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">)<\/span> \r\n        smallest <span class=\"token operator\">=<\/span> left<span class=\"token punctuation\">;<\/span> \r\n    \r\n    <span class=\"token comment\">\/\/ \u53f3\u5b50\u8282\u70b9\u540c\u7406\uff0c\u4f46\u6211\u4eec\u6b63\u5728\u66f4\u65b0\u6700\u5c0f\u5143\u7d20\uff0c<\/span>\r\n    <span class=\"token comment\">\/\/ \u4ee5\u4fbf\u5b83\u4e00\u5b9a\u80fd\u7ed9\u51fa\u5b50\u6811\u4e2d\u7684\u6700\u5c0f\u5143\u7d20<\/span>\r\n    <span class=\"token keyword\">if<\/span> <span class=\"token punctuation\">(<\/span>right <span class=\"token operator\">&lt;<\/span> heap<span class=\"token operator\">-&gt;<\/span>size <span class=\"token operator\">&amp;&amp;<\/span> heap<span class=\"token operator\">-&gt;<\/span>arr<span class=\"token punctuation\">[<\/span>right<span class=\"token punctuation\">]<\/span> <span class=\"token operator\">&lt;<\/span> heap<span class=\"token operator\">-&gt;<\/span>arr<span class=\"token punctuation\">[<\/span>smallest<span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">)<\/span> \r\n        smallest <span class=\"token operator\">=<\/span> right<span class=\"token punctuation\">;<\/span> \r\n\r\n    <span class=\"token comment\">\/\/ \u73b0\u5728\uff0c\u5982\u679c\u5f53\u524d\u5143\u7d20\u4e0d\u662f\u6700\u5c0f\u7684\uff0c\u5219\u4e0e\u5f53\u524d\u5143\u7d20\u4ea4\u6362\u3002<\/span>\r\n    <span class=\"token comment\">\/\/ \u73b0\u5728\uff0c\u6b64\u5b50\u6811\u7684\u6700\u5c0f\u5806\u6027\u8d28\u5f97\u5230\u6ee1\u8db3\u3002<\/span>\r\n    <span class=\"token comment\">\/\/ \u6211\u4eec\u73b0\u5728\u9700\u8981\u9012\u5f52\u5730\u7ee7\u7eed\u8fd9\u6837\u505a\uff0c\u76f4\u5230\u5230\u8fbe\u6839\u8282\u70b9\uff0c<\/span>\r\n    <span class=\"token comment\">\/\/ \u6b64\u65f6\u5c06\u4e0d\u518d\u6709\u53d8\u5316\uff01<\/span>\r\n    <span class=\"token keyword\">if<\/span> <span class=\"token punctuation\">(<\/span>smallest <span class=\"token operator\">!=<\/span> index<span class=\"token punctuation\">)<\/span> \r\n    <span class=\"token punctuation\">{<\/span> \r\n        <span class=\"token keyword\">int<\/span> temp <span class=\"token operator\">=<\/span> heap<span class=\"token operator\">-&gt;<\/span>arr<span class=\"token punctuation\">[<\/span>index<span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">;<\/span>\r\n        heap<span class=\"token operator\">-&gt;<\/span>arr<span class=\"token punctuation\">[<\/span>index<span class=\"token punctuation\">]<\/span> <span class=\"token operator\">=<\/span> heap<span class=\"token operator\">-&gt;<\/span>arr<span class=\"token punctuation\">[<\/span>smallest<span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">;<\/span>\r\n        heap<span class=\"token operator\">-&gt;<\/span>arr<span class=\"token punctuation\">[<\/span>smallest<span class=\"token punctuation\">]<\/span> <span class=\"token operator\">=<\/span> temp<span class=\"token punctuation\">;<\/span>\r\n        heap <span class=\"token operator\">=<\/span> <span class=\"token function\">heapify<\/span><span class=\"token punctuation\">(<\/span>heap<span class=\"token punctuation\">,<\/span> smallest<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span> \r\n    <span class=\"token punctuation\">}<\/span>\r\n\r\n    <span class=\"token keyword\">return<\/span> heap<span class=\"token punctuation\">;<\/span>\r\n<span class=\"token punctuation\">}<\/span>\r\n\r\nMinHeap<span class=\"token operator\">*<\/span> <span class=\"token function\">delete_minimum<\/span><span class=\"token punctuation\">(<\/span>MinHeap<span class=\"token operator\">*<\/span> heap<span class=\"token punctuation\">)<\/span> <span class=\"token punctuation\">{<\/span>\r\n    <span class=\"token comment\">\/\/ \u5220\u9664\u6839\u8282\u70b9\u7684\u6700\u5c0f\u5143\u7d20<\/span>\r\n    <span class=\"token keyword\">if<\/span> <span class=\"token punctuation\">(<\/span><span class=\"token operator\">!<\/span>heap <span class=\"token operator\">||<\/span> heap<span class=\"token operator\">-&gt;<\/span>size <span class=\"token operator\">==<\/span> <span class=\"token number\">0<\/span><span class=\"token punctuation\">)<\/span>\r\n        <span class=\"token keyword\">return<\/span> heap<span class=\"token punctuation\">;<\/span>\r\n\r\n    <span class=\"token keyword\">int<\/span> size <span class=\"token operator\">=<\/span> heap<span class=\"token operator\">-&gt;<\/span>size<span class=\"token punctuation\">;<\/span>\r\n    <span class=\"token keyword\">int<\/span> last_element <span class=\"token operator\">=<\/span> heap<span class=\"token operator\">-&gt;<\/span>arr<span class=\"token punctuation\">[<\/span>size<span class=\"token operator\">-<\/span><span class=\"token number\">1<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">;<\/span>\r\n    \r\n    <span class=\"token comment\">\/\/ \u7528\u6700\u540e\u4e00\u4e2a\u5143\u7d20\u66f4\u65b0\u6839\u503c<\/span>\r\n    heap<span class=\"token operator\">-&gt;<\/span>arr<span class=\"token punctuation\">[<\/span><span class=\"token number\">0<\/span><span class=\"token punctuation\">]<\/span> <span class=\"token operator\">=<\/span> last_element<span class=\"token punctuation\">;<\/span>\r\n\r\n    <span class=\"token comment\">\/\/ \u73b0\u5728\u901a\u8fc7\u51cf\u5c0f\u5927\u5c0f\u6765\u79fb\u9664\u6700\u540e\u4e00\u4e2a\u5143\u7d20<\/span>\r\n    heap<span class=\"token operator\">-&gt;<\/span>size<span class=\"token operator\">--<\/span><span class=\"token punctuation\">;<\/span>\r\n    size<span class=\"token operator\">--<\/span><span class=\"token punctuation\">;<\/span>\r\n\r\n    <span class=\"token comment\">\/\/ \u6211\u4eec\u9700\u8981\u8c03\u7528heapify()\u6765\u4fdd\u6301\u6700\u5c0f\u5806\u6027\u8d28<\/span>\r\n    heap <span class=\"token operator\">=<\/span> <span class=\"token function\">heapify<\/span><span class=\"token punctuation\">(<\/span>heap<span class=\"token punctuation\">,<\/span> <span class=\"token number\">0<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span>\r\n    <span class=\"token keyword\">return<\/span> heap<span class=\"token punctuation\">;<\/span>\r\n<span class=\"token punctuation\">}<\/span>\r\n\r\nMinHeap<span class=\"token operator\">*<\/span> <span class=\"token function\">delete_element<\/span><span class=\"token punctuation\">(<\/span>MinHeap<span class=\"token operator\">*<\/span> heap<span class=\"token punctuation\">,<\/span> <span class=\"token keyword\">int<\/span> index<span class=\"token punctuation\">)<\/span> <span class=\"token punctuation\">{<\/span>\r\n    <span class=\"token comment\">\/\/ \u5220\u9664\u7d22\u5f15\u5904\u7684\u5143\u7d20<\/span>\r\n    <span class=\"token comment\">\/\/ \u786e\u4fdd\u5b83\u5c0f\u4e8e\u5f53\u524d\u6839\u8282\u70b9<\/span>\r\n    heap<span class=\"token operator\">-&gt;<\/span>arr<span class=\"token punctuation\">[<\/span>index<span class=\"token punctuation\">]<\/span> <span class=\"token operator\">=<\/span> <span class=\"token function\">get_min<\/span><span class=\"token punctuation\">(<\/span>heap<span class=\"token punctuation\">)<\/span> <span class=\"token operator\">-<\/span> <span class=\"token number\">1<\/span><span class=\"token punctuation\">;<\/span>\r\n    \r\n    <span class=\"token comment\">\/\/ \u73b0\u5728\u6301\u7eed\u4ea4\u6362\uff0c\u76f4\u5230\u6211\u4eec\u66f4\u65b0\u6811<\/span>\r\n    <span class=\"token keyword\">int<\/span> curr <span class=\"token operator\">=<\/span> index<span class=\"token punctuation\">;<\/span>\r\n    <span class=\"token keyword\">while<\/span> <span class=\"token punctuation\">(<\/span>curr <span class=\"token operator\">&gt;<\/span> <span class=\"token number\">0<\/span> <span class=\"token operator\">&amp;&amp;<\/span> heap<span class=\"token operator\">-&gt;<\/span>arr<span class=\"token punctuation\">[<\/span><span class=\"token function\">parent<\/span><span class=\"token punctuation\">(<\/span>curr<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">]<\/span> <span class=\"token operator\">&gt;<\/span> heap<span class=\"token operator\">-&gt;<\/span>arr<span class=\"token punctuation\">[<\/span>curr<span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token punctuation\">{<\/span>\r\n        <span class=\"token keyword\">int<\/span> temp <span class=\"token operator\">=<\/span> heap<span class=\"token operator\">-&gt;<\/span>arr<span class=\"token punctuation\">[<\/span><span class=\"token function\">parent<\/span><span class=\"token punctuation\">(<\/span>curr<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">;<\/span>\r\n        heap<span class=\"token operator\">-&gt;<\/span>arr<span class=\"token punctuation\">[<\/span><span class=\"token function\">parent<\/span><span class=\"token punctuation\">(<\/span>curr<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">]<\/span> <span class=\"token operator\">=<\/span> heap<span class=\"token operator\">-&gt;<\/span>arr<span class=\"token punctuation\">[<\/span>curr<span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">;<\/span>\r\n        heap<span class=\"token operator\">-&gt;<\/span>arr<span class=\"token punctuation\">[<\/span>curr<span class=\"token punctuation\">]<\/span> <span class=\"token operator\">=<\/span> temp<span class=\"token punctuation\">;<\/span>\r\n        curr <span class=\"token operator\">=<\/span> <span class=\"token function\">parent<\/span><span class=\"token punctuation\">(<\/span>curr<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span>\r\n    <span class=\"token punctuation\">}<\/span>\r\n\r\n    <span class=\"token comment\">\/\/ \u73b0\u5728\u53ea\u9700\u5220\u9664\u6700\u5c0f\u5143\u7d20<\/span>\r\n    heap <span class=\"token operator\">=<\/span> <span class=\"token function\">delete_minimum<\/span><span class=\"token punctuation\">(<\/span>heap<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span>\r\n    <span class=\"token keyword\">return<\/span> heap<span class=\"token punctuation\">;<\/span>\r\n<span class=\"token punctuation\">}<\/span>\r\n\r\n<span class=\"token keyword\">void<\/span> <span class=\"token function\">print_heap<\/span><span class=\"token punctuation\">(<\/span>MinHeap<span class=\"token operator\">*<\/span> heap<span class=\"token punctuation\">)<\/span> <span class=\"token punctuation\">{<\/span>\r\n    <span class=\"token comment\">\/\/ \u7b80\u5355\u5730\u6253\u5370\u6570\u7ec4\u3002\u8fd9\u662f\u6811\u7684\u4e2d\u5e8f\u904d\u5386<\/span>\r\n    <span class=\"token function\">printf<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">\"\u6700\u5c0f\u5806\uff1a\\n\"<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span>\r\n    <span class=\"token keyword\">for<\/span> <span class=\"token punctuation\">(<\/span><span class=\"token keyword\">int<\/span> i<span class=\"token operator\">=<\/span><span class=\"token number\">0<\/span><span class=\"token punctuation\">;<\/span> i<span class=\"token operator\">&lt;<\/span>heap<span class=\"token operator\">-&gt;<\/span>size<span class=\"token punctuation\">;<\/span> i<span class=\"token operator\">++<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token punctuation\">{<\/span>\r\n        <span class=\"token function\">printf<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">\"%d -&gt; \"<\/span><span class=\"token punctuation\">,<\/span> heap<span class=\"token operator\">-&gt;<\/span>arr<span class=\"token punctuation\">[<\/span>i<span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span>\r\n    <span class=\"token punctuation\">}<\/span>\r\n    <span class=\"token function\">printf<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">\"\\n\"<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span>\r\n<span class=\"token punctuation\">}<\/span>\r\n\r\n<span class=\"token keyword\">void<\/span> <span class=\"token function\">free_minheap<\/span><span class=\"token punctuation\">(<\/span>MinHeap<span class=\"token operator\">*<\/span> heap<span class=\"token punctuation\">)<\/span> <span class=\"token punctuation\">{<\/span>\r\n    <span class=\"token keyword\">if<\/span> <span class=\"token punctuation\">(<\/span><span class=\"token operator\">!<\/span>heap<span class=\"token punctuation\">)<\/span>\r\n        <span class=\"token keyword\">return<\/span><span class=\"token punctuation\">;<\/span>\r\n    <span class=\"token function\">free<\/span><span class=\"token punctuation\">(<\/span>heap<span class=\"token operator\">-&gt;<\/span>arr<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span>\r\n    <span class=\"token function\">free<\/span><span class=\"token punctuation\">(<\/span>heap<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span>\r\n<span class=\"token punctuation\">}<\/span>\r\n\r\n<span class=\"token keyword\">int<\/span> <span class=\"token function\">main<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token punctuation\">{<\/span>\r\n    <span class=\"token comment\">\/\/ \u5bb9\u91cf\u4e3a10\u4e2a\u5143\u7d20<\/span>\r\n    MinHeap<span class=\"token operator\">*<\/span> heap <span class=\"token operator\">=<\/span> <span class=\"token function\">init_minheap<\/span><span class=\"token punctuation\">(<\/span><span class=\"token number\">10<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span>\r\n\r\n    <span class=\"token function\">insert_minheap<\/span><span class=\"token punctuation\">(<\/span>heap<span class=\"token punctuation\">,<\/span> <span class=\"token number\">40<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span>\r\n    <span class=\"token function\">insert_minheap<\/span><span class=\"token punctuation\">(<\/span>heap<span class=\"token punctuation\">,<\/span> <span class=\"token number\">50<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span>\r\n    <span class=\"token function\">insert_minheap<\/span><span class=\"token punctuation\">(<\/span>heap<span class=\"token punctuation\">,<\/span> <span class=\"token number\">5<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span>\r\n    <span class=\"token function\">print_heap<\/span><span class=\"token punctuation\">(<\/span>heap<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span>\r\n    \r\n    <span class=\"token comment\">\/\/ \u5220\u9664heap-&gt;arr[1] (50)<\/span>\r\n    <span class=\"token function\">delete_element<\/span><span class=\"token punctuation\">(<\/span>heap<span class=\"token punctuation\">,<\/span> <span class=\"token number\">1<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span>\r\n\r\n    <span class=\"token function\">print_heap<\/span><span class=\"token punctuation\">(<\/span>heap<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span>\r\n    <span class=\"token function\">free_minheap<\/span><span class=\"token punctuation\">(<\/span>heap<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span>\r\n    <span class=\"token keyword\">return<\/span> <span class=\"token number\">0<\/span><span class=\"token punctuation\">;<\/span>\r\n<span class=\"token punctuation\">}<\/span>\r\n<\/code><\/pre>\n<h3>\u8f93\u51fa\u7ed3\u679c<\/h3>\n<pre class=\"post-pre\"><code>\u6700\u5c0f\u5806\uff1a\r\n<span class=\"token number\">5<\/span> <span class=\"token operator\">-&gt;<\/span> <span class=\"token number\">50<\/span> <span class=\"token operator\">-&gt;<\/span> <span class=\"token number\">40<\/span> <span class=\"token operator\">-&gt;<\/span> \r\n\u6700\u5c0f\u5806\uff1a\r\n<span class=\"token number\">5<\/span> <span class=\"token operator\">-&gt;<\/span> <span class=\"token number\">40<\/span> <span class=\"token operator\">-&gt;<\/span> \r\n<\/code><\/pre>\n<hr \/>\n<h2>\u5b9e\u73b0\u7684\u65f6\u95f4\u590d\u6742\u5ea6<\/h2>\n<p>\u6700\u5c0f\u5806\u7684\u5404\u4e2a\u64cd\u4f5c\u5177\u6709\u4e0d\u540c\u7684\u65f6\u95f4\u590d\u6742\u5ea6\uff0c\u4e86\u89e3\u8fd9\u4e9b\u590d\u6742\u5ea6\u5bf9\u4e8e\u8bc4\u4f30\u7b97\u6cd5\u6548\u7387\u81f3\u5173\u91cd\u8981\uff1a<\/p>\n<ul>\n<li><strong>\u521d\u59cb\u5316\u5806\uff08init_minheap\uff09<\/strong>\uff1aO(1) &#8211; \u4ec5\u5206\u914d\u5185\u5b58\u5e76\u8bbe\u7f6e\u521d\u59cb\u503c<\/li>\n<li><strong>\u83b7\u53d6\u6700\u5c0f\u503c\uff08get_min\uff09<\/strong>\uff1aO(1) &#8211; \u76f4\u63a5\u8fd4\u56de\u6839\u8282\u70b9\u5143\u7d20<\/li>\n<li><strong>\u63d2\u5165\u5143\u7d20\uff08insert_minheap\uff09<\/strong>\uff1aO(log n) &#8211; \u6700\u574f\u60c5\u51b5\u4e0b\u9700\u8981\u4ece\u53f6\u5b50\u8282\u70b9\u5230\u6839\u8282\u70b9\u8fdb\u884c\u4ea4\u6362<\/li>\n<li><strong>\u5220\u9664\u6700\u5c0f\u503c\uff08delete_minimum\uff09<\/strong>\uff1aO(log n) &#8211; \u5220\u9664\u6839\u8282\u70b9\u540e\u9700\u8981\u91cd\u65b0\u8c03\u6574\u5806\u7ed3\u6784<\/li>\n<li><strong>\u5220\u9664\u6307\u5b9a\u5143\u7d20\uff08delete_element\uff09<\/strong>\uff1aO(log n) &#8211; \u9700\u8981\u5148\u8c03\u6574\u5143\u7d20\u4f4d\u7f6e\uff0c\u518d\u5220\u9664\u6700\u5c0f\u503c<\/li>\n<li><strong>\u5806\u5316\uff08heapify\uff09<\/strong>\uff1aO(log n) &#8211; \u4ece\u6307\u5b9a\u8282\u70b9\u5411\u4e0b\u8c03\u6574\u5806\u7ed3\u6784<\/li>\n<\/ul>\n<p>\u6700\u5c0f\u5806\u7684\u65f6\u95f4\u590d\u6742\u5ea6\u4f18\u52bf\u4e3b\u8981\u4f53\u73b0\u5728\u9891\u7e41\u83b7\u53d6\u6700\u5c0f\u503c\u548c\u52a8\u6001\u7ef4\u62a4\u6570\u636e\u96c6\u7684\u573a\u666f\u4e2d\u3002\u76f8\u6bd4\u7ebf\u6027\u641c\u7d22\u6700\u5c0f\u503c\u7684O(n)\u590d\u6742\u5ea6\uff0c\u6700\u5c0f\u5806\u7684O(1)\u83b7\u53d6\u6700\u5c0f\u503c\u548cO(log n)\u7684\u63d2\u5165\u5220\u9664\u64cd\u4f5c\u4f7f\u5176\u5728\u4f18\u5148\u961f\u5217\u3001\u56fe\u7b97\u6cd5\uff08\u5982Dijkstra\u7b97\u6cd5\uff09\u548c\u5806\u6392\u5e8f\u7b49\u5e94\u7528\u4e2d\u8868\u73b0\u51fa\u8272\u3002<\/p>\n<div>\n<div class=\"post-table\">\n<table>\n<thead>\n<tr>\n<th><strong>\u51fd\u6570<\/strong><\/th>\n<th><strong>\u65f6\u95f4\u590d\u6742\u5ea6<\/strong><\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td><code>get_min()<\/code><\/td>\n<td><strong>O(1)<\/strong><\/td>\n<\/tr>\n<tr>\n<td><code>insert_minheap()<\/code><\/td>\n<td><strong>O(logN)<\/strong><\/td>\n<\/tr>\n<tr>\n<td><code>delete_minimum()<\/code><\/td>\n<td>\u4e0e\u63d2\u5165\u76f8\u540c &#8211; <strong>O(logN)<\/strong><\/td>\n<\/tr>\n<tr>\n<td><code>heapify()<\/code><\/td>\n<td><strong>O(logN)<\/strong><\/td>\n<\/tr>\n<tr>\n<td><code>delete_element()<\/code><\/td>\n<td><strong>O(logN)<\/strong><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<\/div>\n<hr \/>\n<h2>\u4e0b\u8f7d\u4ee3\u7801<\/h2>\n<p>\u4f60\u53ef\u4ee5\u4ece\u6211\u4e0a\u4f20\u7684Github Gist\u4e2d\u4e0b\u8f7d\u5b8c\u6574\u7684\u4ee3\u7801\u3002\u5982\u679c\u5bf9\u6b64\u6709\u4efb\u4f55\u7591\u95ee\uff0c\u8bf7\u5728\u4e0b\u9762\u7684\u8bc4\u8bba\u533a\u8be2\u95ee\uff01<\/p>\n<hr \/>\n<h2>\u7ed3\u8bba<\/h2>\n<p>\u5728\u8fd9\u7bc7\u6587\u7ae0\u4e2d\uff0c\u6211\u4eec\u5b66\u4e60\u4e86\u5982\u4f55\u8868\u793a\u6700\u5c0f\u5806\u4e8c\u53c9\u6811\uff0c\u5e76\u4e14\u8fd8\u770b\u4e86\u4e00\u79cd\u5728C\u8bed\u8a00\u4e2d\u7684\u5b9e\u73b0\u65b9\u5f0f\u3002<\/p>\n<h2>\u53c2\u8003\u6587\u732e<\/h2>\n<ul class=\"post-ul\">\n<li>\u5806\u7684\u56fe\u89e3\uff0c\u6765\u81eaCormen<\/li>\n<li>\u5173\u4e8e\u4e8c\u53c9\u5806\u7684\u7ef4\u57fa\u767e\u79d1\u6587\u7ae0<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>\u8fd9\u662f\u6587\u7ae0\u300a\u6700\u5c0f\u5806\u4e8c\u53c9\u6811\u300b\u7684\u7b2c1\u90e8\u5206\uff08\u51719\u90e8\u5206\uff09\u3002 \u4e00\u4e2a\u6700\u5c0f\u5806\u4e8c\u53c9\u6811\u662f\u4e00\u68f5\u4e8c\u53c9\u6811\uff0c\u5176\u4e2d\u6839\u8282\u70b9\u7684\u5173\u952e\u5b57\u662f\u6811\u4e2d\u7684\u6700\u5c0f [&hellip;]<\/p>\n","protected":false},"author":10,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[1153,1154,252,1152,786],"class_list":["post-345","post","type-post","status-publish","format-standard","hentry","category-uncategorized","tag-1153","tag-1154","tag-252","tag-1152","tag-786"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v21.5 (Yoast SEO v21.5) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>\u6700\u5c0f\u5806\u4e8c\u53c9\u6811\u6570\u636e\u7ed3\u6784\u8be6\u89e3\uff1a\u539f\u7406\u3001\u5b9e\u73b0\u4e0e\u5e94\u7528 - Blog - Silicon Cloud<\/title>\n<meta name=\"description\" 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