{"id":468,"date":"2025-10-30T19:46:49","date_gmt":"2025-10-30T11:46:49","guid":{"rendered":"https:\/\/heyingnian.com\/?p=468"},"modified":"2025-10-30T19:47:16","modified_gmt":"2025-10-30T11:47:16","slug":"leetcode-994","status":"publish","type":"post","link":"https:\/\/heyingnian.com\/index.php\/2025\/10\/30\/leetcode-994\/","title":{"rendered":"\u8150\u70c2\u7684\u6a58\u5b50"},"content":{"rendered":"\n<h1 class=\"wp-block-heading\">\ud83d\udd17 \u8150\u70c2\u7684\u6a58\u5b50<\/h1>\n\n\n\n<p><strong>\u9898\u76ee\u6765\u6e90<\/strong>\uff1a<a target=\"_blank\" rel=\"noreferrer noopener\"><a href=\"https:\/\/leetcode.cn\/problems\/rotting-oranges\/description\/?envType=study-plan-v2&amp;envId=top-100-liked\" target=\"_blank\" rel=\"noopener\">994. \u8150\u70c2\u7684\u6a58\u5b50 &#8211; \u529b\u6263\uff08LeetCode\uff09<\/a><\/a><\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">\ud83d\udccc \u9898\u76ee\u63cf\u8ff0<\/h2>\n\n\n\n<p>\u5728\u7ed9\u5b9a\u7684 <code>m x n<\/code> \u7f51\u683c <code>grid<\/code> \u4e2d\uff0c\u6bcf\u4e2a\u5355\u5143\u683c\u7684\u503c\u542b\u4e49\u5982\u4e0b\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><code>0<\/code>\uff1a\u7a7a\u5355\u5143\u683c<\/li>\n\n\n\n<li><code>1<\/code>\uff1a<strong>\u65b0\u9c9c\u6a58\u5b50<\/strong><\/li>\n\n\n\n<li><code>2<\/code>\uff1a<strong>\u8150\u70c2\u6a58\u5b50<\/strong><\/li>\n<\/ul>\n\n\n\n<p>\u6bcf\u5206\u949f\uff0c<strong>\u6240\u6709\u8150\u70c2\u6a58\u5b50\u4f1a\u540c\u65f6<\/strong>\u5c06\u5176 <strong>\u4e0a\u4e0b\u5de6\u53f3<\/strong> \u76f8\u90bb\u7684\u65b0\u9c9c\u6a58\u5b50\u53d8\u6210\u8150\u70c2\u6a58\u5b50\u3002<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p>\u8981\u6c42\uff1a\u8fd4\u56de <strong>\u76f4\u5230\u6ca1\u6709\u65b0\u9c9c\u6a58\u5b50\u4e3a\u6b62\u6240\u9700\u7684\u6700\u5c0f\u5206\u949f\u6570<\/strong>\u3002<br>\u82e5\u4e0d\u53ef\u80fd\u8150\u70c2\u6240\u6709\u6a58\u5b50\uff0c\u8fd4\u56de <code>-1<\/code>\u3002<\/p>\n<\/blockquote>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">\u2705 \u793a\u4f8b\u89e3\u6790<\/h2>\n\n\n\n<p><strong>\u793a\u4f8b 1\uff1a<\/strong><\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><div class='fancybox-wrapper lazyload-container-unload' data-fancybox='post-images' href='https:\/\/heyingnian.com\/wp-content\/uploads\/2025\/10\/image-17-1024x216.png'><img class=\"lazyload lazyload-style-1\" src=\"data:image\/svg+xml;base64,PCEtLUFyZ29uTG9hZGluZy0tPgo8c3ZnIHdpZHRoPSIxIiBoZWlnaHQ9IjEiIHhtbG5zPSJodHRwOi8vd3d3LnczLm9yZy8yMDAwL3N2ZyIgc3Ryb2tlPSIjZmZmZmZmMDAiPjxnPjwvZz4KPC9zdmc+\"  loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"216\" data-original=\"https:\/\/heyingnian.com\/wp-content\/uploads\/2025\/10\/image-17-1024x216.png\" src=\"data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABCAYAAAAfFcSJAAAAAXNSR0IArs4c6QAAAARnQU1BAACxjwv8YQUAAAAJcEhZcwAADsQAAA7EAZUrDhsAAAANSURBVBhXYzh8+PB\/AAffA0nNPuCLAAAAAElFTkSuQmCC\" alt=\"\" class=\"wp-image-469\"  sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/div><\/figure>\n\n\n\n<pre class=\"wp-block-preformatted\"><code>\u8f93\u5165\uff1agrid = [[2,1,1],[1,1,0],[0,1,1]]<br>\u8f93\u51fa\uff1a4<\/code><\/pre>\n\n\n\n<p>\u89e3\u91ca\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u7b2c 0 \u5206\u949f\uff1a\u521d\u59cb\u72b6\u6001\uff0c1 \u4e2a\u8150\u70c2\u6a58\u5b50\uff1b<\/li>\n\n\n\n<li>\u7b2c 1 \u5206\u949f\uff1a\u611f\u67d3 2 \u4e2a\uff1b<\/li>\n\n\n\n<li>\u7b2c 2 \u5206\u949f\uff1a\u518d\u611f\u67d3 2 \u4e2a\uff1b<\/li>\n\n\n\n<li>\u7b2c 3\u30014 \u5206\u949f\uff1a\u9010\u6b65\u611f\u67d3\u5269\u4f59\u6a58\u5b50\uff1b<\/li>\n\n\n\n<li>\u7b2c 4 \u5206\u949f\u540e\uff0c\u65e0\u65b0\u9c9c\u6a58\u5b50 \u2192 \u8fd4\u56de\u00a0<code>4<\/code>\u3002<\/li>\n<\/ul>\n\n\n\n<p><strong>\u793a\u4f8b 2\uff1a<\/strong><\/p>\n\n\n\n<pre class=\"wp-block-preformatted\"><code>\u8f93\u5165\uff1agrid = [[2,1,1],[0,1,1],[1,0,1]]<br>\u8f93\u51fa\uff1a-1<\/code><\/pre>\n\n\n\n<p>\u89e3\u91ca\uff1a\u5de6\u4e0b\u89d2\u7684\u6a58\u5b50\uff08\u7b2c 2 \u884c\u7b2c 0 \u5217\uff09\u88ab\u7a7a\u683c\u9694\u65ad\uff0c\u65e0\u6cd5\u88ab\u611f\u67d3 \u2192 <strong>\u6c38\u8fdc\u65b0\u9c9c<\/strong>\u3002<\/p>\n\n\n\n<p><strong>\u793a\u4f8b 3\uff1a<\/strong><\/p>\n\n\n\n<pre class=\"wp-block-preformatted\"><code>\u8f93\u5165\uff1agrid = [[0,2]]<br>\u8f93\u51fa\uff1a0<\/code><\/pre>\n\n\n\n<p>\u89e3\u91ca\uff1a\u521d\u59cb\u65e0\u65b0\u9c9c\u6a58\u5b50\uff0c\u65e0\u9700\u7b49\u5f85 \u2192 \u8fd4\u56de <code>0<\/code>\u3002<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">\u26a0\ufe0f \u63d0\u793a<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><code>m == grid.length<\/code>\uff0c<code>n == grid[i].length<\/code><\/li>\n\n\n\n<li><code>1 &lt;= m, n &lt;= 10<\/code><\/li>\n\n\n\n<li><code>grid[i][j] \u2208 {0, 1, 2}<\/code><\/li>\n<\/ul>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p>\ud83d\udccc \u7f51\u683c\u89c4\u6a21\u5c0f\uff0c\u4f46\u7b97\u6cd5\u9700\u5177\u5907\u901a\u7528\u6027\uff08\u53ef\u6269\u5c55\u81f3\u66f4\u5927\u89c4\u6a21\uff09\u3002<\/p>\n<\/blockquote>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">\ud83d\udca1 \u89e3\u6cd5\uff1a\u591a\u6e90 BFS\uff08\u5e7f\u5ea6\u4f18\u5148\u641c\u7d22\uff09\u2014\u2014 O(mn) \u65f6\u95f4\uff0cO(mn) \u7a7a\u95f4<\/h2>\n\n\n\n<pre class=\"wp-block-code\"><code>class Solution {\n    private static final int FRESH = 1;   \/\/ \u65b0\u9c9c\u6a58\u5b50\n    private static final int ROTTEN = 2;  \/\/ \u8150\u70c2\u6a58\u5b50\n    private static final int&#91;]&#91;] DIRECTIONS = {{1, 0}, {-1, 0}, {0, 1}, {0, -1}};\n\n    public int orangesRotting(int&#91;]&#91;] grid) {\n        Queue&lt;int&#91;]> queue = new LinkedList&lt;>();\n        int freshCount = 0;\n        int m = grid.length;\n        int n = grid&#91;0].length;\n\n        \/\/ \u521d\u59cb\u5316\uff1a\u5c06\u6240\u6709\u8150\u70c2\u6a58\u5b50\u5165\u961f\uff0c\u7edf\u8ba1\u65b0\u9c9c\u6a58\u5b50\u6570\u91cf\n        for (int i = 0; i &lt; m; i++) {\n            for (int j = 0; j &lt; n; j++) {\n                if (grid&#91;i]&#91;j] == FRESH) {\n                    freshCount++;\n                } else if (grid&#91;i]&#91;j] == ROTTEN) {\n                    queue.offer(new int&#91;]{i, j});\n                }\n            }\n        }\n\n        \/\/ \u82e5\u65e0\u65b0\u9c9c\u6a58\u5b50\uff0c\u76f4\u63a5\u8fd4\u56de 0\n        if (freshCount == 0) return 0;\n\n        int minutes = 0;\n\n        \/\/ \u591a\u6e90 BFS\n        while (!queue.isEmpty() &amp;&amp; freshCount > 0) {\n            int size = queue.size();\n            boolean infected = false; \/\/ \u6807\u8bb0\u672c\u8f6e\u662f\u5426\u6709\u65b0\u6a58\u5b50\u88ab\u611f\u67d3\n\n            for (int i = 0; i &lt; size; i++) {\n                int&#91;] cell = queue.poll();\n                int x = cell&#91;0], y = cell&#91;1];\n\n                for (int&#91;] dir : DIRECTIONS) {\n                    int nx = x + dir&#91;0];\n                    int ny = y + dir&#91;1];\n\n                    \/\/ \u68c0\u67e5\u662f\u5426\u8d8a\u754c\uff0c\u4e14\u4e3a\u65b0\u9c9c\u6a58\u5b50\n                    if (nx >= 0 &amp;&amp; nx &lt; m &amp;&amp; ny >= 0 &amp;&amp; ny &lt; n &amp;&amp; grid&#91;nx]&#91;ny] == FRESH) {\n                        grid&#91;nx]&#91;ny] = ROTTEN; \/\/ \u8150\u70c2\n                        freshCount--;          \/\/ \u65b0\u9c9c\u6570\u51cf 1\n                        queue.offer(new int&#91;]{nx, ny});\n                        infected = true;\n                    }\n                }\n            }\n\n            if (infected) minutes++; \/\/ \u4ec5\u5f53\u6709\u65b0\u611f\u67d3\u65f6\uff0c\u65f6\u95f4 +1\n        }\n\n        \/\/ \u82e5\u4ecd\u6709\u65b0\u9c9c\u6a58\u5b50\uff0c\u8bf4\u660e\u65e0\u6cd5\u5168\u90e8\u8150\u70c2\n        return freshCount == 0 ? minutes : -1;\n    }\n}<\/code><\/pre>\n\n\n\n<p>\u2705 <strong>\u5173\u952e\u70b9<\/strong>\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u591a\u6e90 BFS<\/strong>\uff1a\u521d\u59cb\u6240\u6709\u8150\u70c2\u6a58\u5b50\u540c\u65f6\u4f5c\u4e3a\u8d77\u70b9\uff1b<\/li>\n\n\n\n<li><strong>\u6309\u5c42\u904d\u5386<\/strong>\uff1a\u6bcf\u5206\u949f\u5904\u7406\u5f53\u524d\u6240\u6709\u8150\u70c2\u6a58\u5b50\u7684\u90bb\u5c45\uff1b<\/li>\n\n\n\n<li><strong>\u8ba1\u6570\u4f18\u5316<\/strong>\uff1a\u7528\u00a0<code>freshCount<\/code>\u00a0\u8ddf\u8e2a\u5269\u4f59\u65b0\u9c9c\u6a58\u5b50\uff0c\u907f\u514d\u6700\u540e\u904d\u5386\u6574\u4e2a\u7f51\u683c\u3002<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">\ud83d\udcca \u590d\u6742\u5ea6\u5206\u6790<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u65f6\u95f4\u590d\u6742\u5ea6<\/strong>\uff1a<code>O(m \u00d7 n)<\/code><br>\u6bcf\u4e2a\u5355\u5143\u683c\u6700\u591a\u5165\u961f\u4e00\u6b21\uff0cBFS \u904d\u5386\u4e00\u6b21\u7f51\u683c\u3002<\/li>\n\n\n\n<li><strong>\u7a7a\u95f4\u590d\u6742\u5ea6<\/strong>\uff1a<code>O(m \u00d7 n)<\/code><br>\u6700\u574f\u60c5\u51b5\u4e0b\uff08\u5168\u4e3a\u8150\u70c2\u6a58\u5b50\uff09\uff0c\u961f\u5217\u5b58\u50a8\u6240\u6709\u5355\u5143\u683c\u3002<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">\ud83e\udde9 \u89e3\u9898\u601d\u8def<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">\u4e3a\u4ec0\u4e48\u7528 BFS \u800c\u4e0d\u662f DFS\uff1f<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u611f\u67d3\u662f\u201c\u540c\u6b65\u6269\u6563\u201d<\/strong>\uff1a\u6bcf\u5206\u949f\u6240\u6709\u8150\u70c2\u6a58\u5b50<strong>\u540c\u65f6<\/strong>\u611f\u67d3\u90bb\u5c45\uff1b<\/li>\n\n\n\n<li><strong>BFS \u5929\u7136\u652f\u6301\u201c\u6309\u5c42\u6269\u5c55\u201d<\/strong>\uff0c\u6bcf\u5c42\u5bf9\u5e94\u4e00\u5206\u949f\uff1b<\/li>\n\n\n\n<li>DFS \u662f\u6df1\u5ea6\u4f18\u5148\uff0c\u65e0\u6cd5\u81ea\u7136\u6a21\u62df\u201c\u5e76\u884c\u611f\u67d3\u201d\u8fc7\u7a0b\u3002<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u591a\u6e90 BFS \u7684\u672c\u8d28<\/h3>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p>\u628a\u6240\u6709\u521d\u59cb\u8150\u70c2\u6a58\u5b50\u770b\u4f5c\u201c\u7b2c 0 \u5c42\u201d\uff0c\u5b83\u4eec\u7684\u90bb\u5c45\u662f\u201c\u7b2c 1 \u5c42\u201d\uff0c\u4f9d\u6b64\u7c7b\u63a8\u3002<\/p>\n<\/blockquote>\n\n\n\n<p>\u8fd9\u4e0e\u201c\u4ece\u591a\u4e2a\u8d77\u70b9\u540c\u65f6\u5f00\u59cb\u7684\u6700\u77ed\u8def\u5f84\u201d\u95ee\u9898\u5b8c\u5168\u4e00\u81f4\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u8fb9\u754c\u60c5\u51b5\u5904\u7406<\/h3>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th>\u60c5\u51b5<\/th><th>\u5904\u7406\u65b9\u5f0f<\/th><\/tr><\/thead><tbody><tr><td>\u65e0\u65b0\u9c9c\u6a58\u5b50<\/td><td>\u76f4\u63a5\u8fd4\u56de&nbsp;<code>0<\/code><\/td><\/tr><tr><td>\u6709\u65b0\u9c9c\u6a58\u5b50\u4f46\u65e0\u6cd5\u5230\u8fbe<\/td><td>BFS \u7ed3\u675f\u540e&nbsp;<code>freshCount &gt; 0<\/code>&nbsp;\u2192 \u8fd4\u56de&nbsp;<code>-1<\/code><\/td><\/tr><tr><td>\u7f51\u683c\u5168\u4e3a\u7a7a<\/td><td><code>freshCount = 0<\/code>&nbsp;\u2192 \u8fd4\u56de&nbsp;<code>0<\/code><\/td><\/tr><\/tbody><\/table><\/figure>\n","protected":false},"excerpt":{"rendered":"<p>\ud83d\udd17 \u8150\u70c2\u7684\u6a58\u5b50 \u9898\u76ee\u6765\u6e90\uff1a994. \u8150\u70c2\u7684\u6a58\u5b50 &#8211; \u529b\u6263\uff08LeetCode\uff09 \ud83d\udccc \u9898\u76ee\u63cf\u8ff0 \u5728\u7ed9\u5b9a [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[12,40],"tags":[60,59,31,14],"class_list":["post-468","post","type-post","status-publish","format-standard","hentry","category-algorithm","category-graph","tag-graphs","tag-bfs","tag-array","tag-algorithm"],"_links":{"self":[{"href":"https:\/\/heyingnian.com\/index.php\/wp-json\/wp\/v2\/posts\/468","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/heyingnian.com\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/heyingnian.com\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/heyingnian.com\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/heyingnian.com\/index.php\/wp-json\/wp\/v2\/comments?post=468"}],"version-history":[{"count":1,"href":"https:\/\/heyingnian.com\/index.php\/wp-json\/wp\/v2\/posts\/468\/revisions"}],"predecessor-version":[{"id":470,"href":"https:\/\/heyingnian.com\/index.php\/wp-json\/wp\/v2\/posts\/468\/revisions\/470"}],"wp:attachment":[{"href":"https:\/\/heyingnian.com\/index.php\/wp-json\/wp\/v2\/media?parent=468"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/heyingnian.com\/index.php\/wp-json\/wp\/v2\/categories?post=468"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/heyingnian.com\/index.php\/wp-json\/wp\/v2\/tags?post=468"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}