{"id":4560,"date":"2020-09-04T15:58:18","date_gmt":"2020-09-04T07:58:18","guid":{"rendered":"https:\/\/damogame.cn\/wordpress\/?p=4560"},"modified":"2020-09-04T15:58:18","modified_gmt":"2020-09-04T07:58:18","slug":"%e7%ba%a2%e9%bb%91%e6%a0%91%e8%bf%9b%e9%98%b6-%e5%b7%a6%e5%80%be%e7%ba%a2%e9%bb%91%e6%a0%91%ef%bc%88llbr%ef%bc%89%e4%bb%8b%e7%bb%8d","status":"publish","type":"post","link":"https:\/\/i007.cc\/wordpress\/archives\/4560","title":{"rendered":"\u7ea2\u9ed1\u6811\u8fdb\u9636\u2014\u5de6\u503e\u7ea2\u9ed1\u6811\uff08LLBR\uff09\u4ecb\u7ecd"},"content":{"rendered":"<div class=\"article-header-box\">\n<div class=\"article-header\">\n<div class=\"article-title-box\">\n<p id=\"articleContentId\" class=\"title-article\"><a href=\"https:\/\/blog.csdn.net\/BaoZhiHeng\/article\/details\/84305898\">\u539f\u6587\u5730\u5740<\/a><\/p>\n<\/div>\n<div class=\"article-info-box\">\n<div class=\"operating\"><\/div>\n<\/div>\n<\/div>\n<\/div>\n<article class=\"baidu_pl\">\n<div 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200\u884c\u4ee3\u7801\uff0c\u6559\u79d1\u4e66\u4e2d\u5f88\u5c11\u6709\u5b8c\u6574\u5b9e\u73b0\u3002\u5728\u672c\u6587\u4e2d\uff0c\u6211\u4eec\u63d0\u51fa\u4e86\u4e00\u79cd\u53ef\u4ee5\u5927\u5927\u51cf\u5c11\u6240\u9700\u4ee3\u7801\u91cf\u7684\u65b9\u6cd5\u3002\u4e3a\u4e86\u8bc1\u660e\u8fd9\u4e00\u70b9\uff0c\u6211\u4eec\u63d0\u51fa\u4e00\u4e2a\u5b8c\u6574\u7684Java\u5b9e\u73b0\uff0c\u5305\u62ec\u4e09\u4e2a\u7b80\u77ed\u4f7f\u7528\u7684\u65b9\u6cd5\uff0c\u4e3a\u6807\u51c6BST\u4ee3\u7801\u6dfb\u52a03\u884c\u4ee3\u7801\u4ee5\u8fdb\u884c\u63d2\u5165\uff0c\u4f7f\u75285\u884c\u4ee3\u7801\u5220\u9664\u6700\u5927\u503c\uff0c\u4ee5\u53ca\u989d\u591630\u884c\u5220\u9664\u4ee3\u7801<\/p>\n<h2><a name=\"t2\"><\/a><a name=\"t2\"><\/a><a id=\"_81\"><\/a>\u65cb\u8f6c\u548c\u989c\u8272\u7ffb\u8f6c<\/h2>\n<p>\u89c2\u5bdf\u7ea2\u9ed1\u6811\u7b97\u6cd5\u7684\u4e00\u79cd\u65b9\u6cd5\u662f\u5728\u63d2\u5165\u548c\u5220\u9664\u64cd\u4f5c\u4e0b\u7ef4\u62a4\u4ee5\u4e0b\u4e0d\u53d8\u7684\u5c5e\u6027\uff1a<\/p>\n<p>1\uff1a\u4ece\u8ddf\u5230\u4f4e\u7684\u8def\u5f84\u4e0d\u5305\u542b\u4e24\u4e2a\u8fde\u7eed\u7684\u7ea2\u8272\u94fe\u63a5<\/p>\n<p>2\uff1a\u6bcf\u4e2a\u8def\u5f84\u4e0a\u9ed1\u8272\u94fe\u63a5\u7684\u6570\u91cf\u662f\u76f8\u540c\u7684<\/p>\n<p>\u8fd9\u4e9b\u4e0d\u53d8\u91cf\u9650\u5236\u4e86\u6709N\u4e2a\u8282\u70b9\u7684\u7ea2\u9ed1\u6811\u6bcf\u6761\u8def\u5f84\u957f\u5ea6\u4e0d\u4f1a2lgn\uff0c\u8fd9\u79cd\u6700\u7cdf\u7cd5\u7684\u60c5\u51b5\u53d1\u751f\u5728\u4e00\u4e2a\u8282\u70b9\u90fd\u662f\u9ed1\u8272\u7684\u6811\u4e2d<\/p>\n<p>\u5e73\u8861\u6811\u7b97\u6cd5\u7528\u4e8e\u5728\u63d2\u5165\u548c\u5220\u9664\u4e0b\u4fdd\u6301\u5e73\u8861\u7684\u57fa\u672c\u64cd\u4f5c\u79f0\u4e3a\u65cb\u8f6c\u3002<\/p>\n<p>\u5728\u7ea2\u9ed1\u6811\u7684\u524d\u63d0\u4e0b\uff0c\u8fd9\u4e9b\u64cd\u4f5c\u5f88\u5bb9\u6613\u7406\u89e3\u4e3a\u5c06\u7ea2\u8272\u94fe\u63a5\u5411\u5de6\u503e\u659c\u76843\u8282\u70b9\u8f6c\u6362\u4e3a\u5411\u53f3\u503e\u659c\u548c\u53cd\u5411\u503e\u659c\u76843\u8282\u70b9\u6240\u9700\u7684\u8f6c\u6362<\/p>\n<p>\u65cb\u8f6c\u64cd\u4f5c\u663e\u7136\u4fdd\u7559\u4e86\u4e0a\u8ff0\u4e24\u4e2a\u4e0d\u53d8\u91cf\uff0c\u5728\u7ea2\u9ed1\u6811\u4e2d\uff0c\u6211\u4eec\u8fd8\u4f7f\u7528\u4e00\u79cd\u79f0\u4e3a\u989c\u8272\u7ffb\u8f6c\uff08color flip\uff09\u7684\u7b80\u5355\u64cd\u4f5c\u3002\u5c312-3-4\u6811\u800c\u8a00\uff0c\u989c\u8272\u7ffb\u8f6c\u662f\u5fc5\u4e0d\u53ef\u5c11\u7684\u64cd\u4f5c\uff1a\u5b83\u5bf9\u5e94\u4e8e\u5206\u52724\u8282\u70b9\u5e76\u5c06\u4e2d\u95f4\u8282\u70b9\u4f20\u9012\u7ed9\u7236\u8282\u70b9\uff0c\u989c\u8272\u7ffb\u8f6c\u663e\u7136\u4e0d\u4f1a\u6539\u53d8\u4ece\u8ddf\u5230\u5e95\u7684\u4efb\u4f55\u8def\u5f84\u4e0a\u9ed1\u8272\u94fe\u63a5\u7684\u6570\u91cf\uff0c\u4f46\u662f\u5b83\u53ef\u80fd\u5728\u6811\u4e2d\u5f15\u5165\u4e24<\/p>\n<p>\u4e2a\u8fde\u7eed\u7684\u7ea2\u8272\u94fe\u63a5\uff0c\u5fc5\u987b\u8fdb\u884c\u66f4\u6b63<\/p>\n<p>\u7ea2\u9ed1\u6811\u7b97\u6cd5\u5728\u662f\u5426\u4ee5\u53ca\u4f55\u65f6\u8fdb\u884c\u65cb\u8f6c\u548c\u989c\u8272\u7ffb\u8f6c\u65b9\u9762\u5b58\u5728\u5dee\u5f02\uff0c\u4ee5\u4fbf\u7ef4\u62a4\u4e0a\u9762\u7684\u4e0d\u53d8\u91cf<\/p>\n<p><strong>\u5de6\u65cb\uff08Left rotate\uff09<\/strong><\/p>\n<p><img decoding=\"async\" src=\"https:\/\/img-blog.csdnimg.cn\/20181120191315319.png?x-oss-process=image\/watermark,type_ZmFuZ3poZW5naGVpdGk,shadow_10,text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L0Jhb1poaUhlbmc=,size_16,color_FFFFFF,t_70\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><\/p>\n<p><strong>\u53f3\u65cb\uff08Right rotate\uff09<\/strong><\/p>\n<p><img decoding=\"async\" src=\"https:\/\/img-blog.csdnimg.cn\/20181120191326943.png?x-oss-process=image\/watermark,type_ZmFuZ3poZW5naGVpdGk,shadow_10,text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L0Jhb1poaUhlbmc=,size_16,color_FFFFFF,t_70\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><\/p>\n<p><strong>\u989c\u8272\u7ffb\u8f6c<\/strong><\/p>\n<p><img decoding=\"async\" src=\"https:\/\/img-blog.csdnimg.cn\/20181120191343971.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><\/p>\n<p>\u8be5\u4e32\u4ee3\u7801\u5c06\u8282\u70b9h\u53cah\u7684\u4e24\u4e2a\u5b69\u5b50\u989c\u8272\u7ffb\u8f6c\uff0c\u53d8\u4e3a\u4e0e\u4e4b\u524d\u76f8\u53cd\u7684\u989c\u8272\u3002\u5177\u4f53\u7684Node\u7c7b\u578b\u4f1a\u5728\u540e\u9762\u9610\u8ff0<\/p>\n<h2><a name=\"t3\"><\/a><a name=\"t3\"><\/a><a id=\"_135\"><\/a>\u5de6\u503e\u7ea2\u9ed1\u6811<\/h2>\n<p>\u4ee3\u7801\u7684\u8d77\u70b9\u662f\u6807\u51c6BST\u7684Java\u5b9e\u73b0\uff0c\u5982\u4e0b\u9762\u7684\u4ee3\u7801\u6240\u793a\u3002\u5728\u4e0b\u9762\u7684\u4ee3\u7801\u4e2d\u4f7f\u7528\u6cdb\u578b\u4ee5\u4e00\u79cd\u7c7b\u578b\u5b89\u5168\u7684\u65b9\u5f0f\u5b9e\u73b0\uff0c\u5982\u679c\u4e0d\u4f7f\u7528\u6cdb\u578b\u5219\u4ee3\u7801\u662f\u6807\u51c6\u7684\uff0c\u53ef\u4ee5\u8f7b\u677e\u7684\u7ffb\u8bd1\u6210\u5176\u4ed6\u8bed\u8a00\u6216\u5e94\u7528\u4e8e\u4e0d\u9700\u8981\u6cdb\u578b\u7c7b\u578b\u7684\u7279\u5b9a\u5e94\u7528\u7a0b\u5e8f\u3002<\/p>\n<p>\u5728\u76ee\u524d\u7684\u4e0a\u4e0b\u6587\u4e2d\uff0c\u5b9e\u73b0\u7684\u4e00\u4e2a\u91cd\u8981\u7279\u6027\u662finsert()\u7684\u5b9e\u73b0\u662f\u9012\u5f52\u7684\uff1a\u6bcf\u4e2a\u9012\u5f52\u90fd\u4ee5\u4e00\u4e2a\u94fe\u63a5\uff08link\uff09\u4f5c\u4e3a\u53c2\u6570\u5e76\u8fd4\u56de\u4e00\u4e2a\u94fe\u63a5\uff0c\u8be5\u94fe\u63a5\u7528\u4e8e\u91cd\u7f6e\u4ece\u8be5\u94fe\u63a5\u83b7\u53d6\u7684\u5b57\u6bb5\uff08\u8fd9\u4e48\u8bf4\u5f88\u62bd\u8c61\uff0c\u539f\u6587\u5927\u6982\u539f\u610f\u5c31\u662f\u6bcf\u6b21\u9012\u5f52\u83b7\u5f97\u4e00\u4e2a\u65b0\u7684\u8282\u70b9\uff0c\u7528\u8fd9\u4e2a\u65b0\u7684\u8282\u70b9\u518d\u6b21\u8fdb\u884c\u9012\u5f52\uff09\u3002\u5bf9\u4e8e\u6807\u51c6\u7684BST\uff0c\u9664\u4e86\u6811\u7684\u5e95\u90e8\uff0c\u53c2\u6570\u548c\u8fd4\u56de\u503c\u662f\u76f8\u540c\u7684\u3002\u8fd9\u91cc\u7684\u4ee3\u7801\uff08insert()\uff09\u7528\u4e8e\u63d2\u5165\u65b0\u8282\u70b9\u3002\u5bf9\u4e8e\u7ea2\u9ed1\u6811\uff0c\u8fd9\u4e2a\u9012\u5f52\u6709\u52a9\u4e8e\u7b80\u5316\u4ee3\u7801<\/p>\n<p>\u9664\u6b64\u4e4b\u5916\uff0c\u5bf9\u4e8esearch()\u64cd\u4f5c\u4e5f\u53ef\u4ee5\u4f7f\u7528\u9012\u5f52\u5b9e\u73b0\u3002\u4f46\u662f\u8fd9\u91cc\u5e76\u4e0d\u4f1a\u4f7f\u7528\u9012\u5f52\u5b9e\u73b0\uff0c\u56e0\u4e3a\u8fd9\u4e2a\u64cd\u4f5c\u5c5e\u4e8e\u5178\u578b\u7684\u7a0b\u5e8f\u5185\u90e8\u5faa\u73af\uff0c\u5b9e\u73b0\u7ea2\u9ed1\u6811\u7b97\u6cd5\u7684\u57fa\u7840\u5b9e\u5728\u8fd9\u6bb5\u4ee3\u7801\u4e2d\u6dfb\u52a0\u65cb\u8f6c\u548c\u989c\u8272\u7ffb\u8f6c\u64cd\u4f5c\u3002\u4ee5\u4fbf\u7ef4\u62a4\u6811\u4e2d\u7684\u5e73\u8861\u4e0d\u53d8\u91cf<\/p>\n<p>\u5728\u672c\u6587\u7684\u4ee3\u7801\u4e2d\uff0c\u6211\u4eec\u5c55\u793a\u4e86\u53ef\u4ee5\u901a\u8fc7\u4ee5\u4e0b\u65b9\u5f0f\u6765\u5927\u5927\u51cf\u5c11\u9700\u8981\u8003\u8651\u7684\u60c5\u51b5\uff1a<\/p>\n<p>1\uff1a\u8981\u6c423\u8282\u70b9\u603b\u662f\u5411\u5de6\u503e\u659c\uff08\u5e76\u4e144\u8282\u70b9\u662f\u5e73\u8861\u7684\uff09<\/p>\n<p>2\uff1a\u5728\u9012\u5f52\u8c03\u7528\u4e4b\u540e\uff0c\u5728\u6811\u7684\u8def\u5f84\u4e0a\u8fdb\u884c\u65cb\u8f6c<\/p>\n<p>\u5411\u5de6\u503e\u659c\u7684\u8981\u6c42\u7ed9\u51fa\u4e86\u7ea2\u9ed1\u6811\u548c2-3-4\u6811\u4e4b\u95f4\u76841-1\u5bf9\u5e94\u5173\u7cfb\uff0c\u5e76\u51cf\u5c11\u4e86\u9700\u8981\u8003\u8651\u7684\u60c5\u51b5\u6570\u91cf\u3002<\/p>\n<p>\u5faa\u73af\u5411\u4e0a\u65cb\u8f6c\u7b56\u7565\u901a\u8fc7\u4e00\u79cd\u81ea\u7136\u65b9\u5f0f\u7ec4\u5408\u5404\u79cd\u60c5\u51b5\u7b80\u5316\u4e86\u4ee3\u7801\uff08\u4ee5\u53ca\u6211\u4eec\u5bf9\u5b83\u7684\u7406\u89e3\uff09\uff0c\u8fd9\u4e24\u79cd\u65b9\u6cd5\u5e76\u4e0d\u662f\u4ec0\u4e48\u65b0\u65b9\u6cd5\uff0c\u4f46\u662f\u4e8c\u8005\u7ed3\u5408\u5728\u4e00\u8d77\u5728\u51cf\u5c11\u4ee3\u7801\u6570\u91cf\u65b9\u9762\u5374\u51fa\u5947\u7684\u6709\u6548\u3002<\/p>\n<p>\u81ea\u9876\u5411\u4e0b\u76842-3-4\u6811\u63d2\u5165\u4e00\u4e2a\u65b0\u8282\u70b9\uff0c\u6211\u4eec\u7ffb\u8f6c\u989c\u8272\u4ee5\u5206\u5272\u5728\u6811\u4e0b\u7684\u8def\u5f84\u4e0a\u9047\u5230\u7684\u4efb\u4f554\u8282\u70b9\u5e76\u5e76\u8fdb\u884c\u65cb\u8f6c\u4ee5\u5e73\u88614\u8282\u70b9\uff08\u6d88\u9664\u5728\u6811\u4e0a\u51fa\u73b0\u7684\u8fde\u7eed\u7684\u7ea2\u8272\u94fe\u63a5\uff09\u3002\u8fd9\u79cd\u65b9\u6cd5\u662f\u5f88\u81ea\u7136\u7684\uff0c\u56e0\u4e3a\u5206\u88c24\u8282\u70b9\u4ee5\u786e\u4fdd\u641c\u7d22\u4e0d\u4f1a\u57284\u8282\u70b9\u4e0a\u7ec8\u6b62\uff0c\u610f\u5473\u7740\u53ef\u4ee5\u901a\u8fc7\u9644\u52a0\u7ea2\u8272\u94fe\u63a5\u6dfb\u52a0\u65b0\u8282\u70b9\uff0c\u5e76\u5e73\u88614\u8282\u70b9\u6570\u91cf\uff0c\u5e73\u88614\u8282\u70b9\u7684\u4e09\u79cd\u65b9\u5f0f\u5982\u4e0b\u9762\u7684\u56fe\u7247\u6240\u793a\u3002\u5982\u679c\u4f20\u9012\u7684\u7ea2\u8272\u8fde\u63a5\u6070\u597d\u57283\u8282\u70b9\u4e2d\u5411\u53f3\u503e\u659c\uff0c\u6211\u4eec\u5728\u9047\u5230\u5b83\u65f6\u4f1a\u7ea0\u6b63\u8fd9\u79cd\u60c5\u51b5<\/p>\n<p>2-3\u6811\u503c\u5f97\u6ce8\u610f\u7684\u65f6\uff0c\u5728\u4e0a\u9762\u63cf\u8ff0\u7684\u81ea\u4e0a\u800c\u4e0b\u76842-3-4\u6811\u5b9e\u73b0\u4e2d\uff0c\u5c06\u989c\u8272\u7ffb\u8f6c\u79fb\u52a8\u5230\u6700\u540e\uff0c\u4ea7\u751f\u4e862-3\u6811\u7684\u5b9e\u73b0\uff0c\u6211\u4eec\u5c06\u901a\u8fc7\u989c\u8272\u7ffb\u8f6c\uff0c\u5411\u6811\u4f20\u9012\u7ea2\u8272\u8fde\u63a5\uff0c\u4ee5\u53ca\u5728\u6811\u4e2d\u79fb\u52a8\u65f6\u4ee5\u5b8c\u5168\u76f8\u540c\u7684\u65b9\u5f0f\u5904\u7406\u8fd9\u6837\u505a\u7684\u6548\u679c<\/p>\n<p><strong>\u5728\u5de6\u503e\u7ea2\u9ed1\u6811\u4e2d\u4f20\u9012\u4e00\u4e2a\u7ea2\u8272\u8282\u70b9<\/strong><\/p>\n<p><img decoding=\"async\" src=\"https:\/\/img-blog.csdnimg.cn\/20181120191546559.png?x-oss-process=image\/watermark,type_ZmFuZ3poZW5naGVpdGk,shadow_10,text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L0Jhb1poaUhlbmc=,size_16,color_FFFFFF,t_70\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><\/p>\n<pre class=\"prettyprint\"><code class=\"prism language-java has-numbering\"><span class=\"token keyword\">public<\/span> <span class=\"token keyword\">class<\/span> <span class=\"token class-name\">LLRB<\/span><span class=\"token operator\">&lt;<\/span>Key <span class=\"token keyword\">extends<\/span> <span class=\"token class-name\">Comparable<\/span><span class=\"token generics function\"><span class=\"token punctuation\">&lt;<\/span>Key<span class=\"token punctuation\">&gt;<\/span><\/span><span class=\"token punctuation\">,<\/span> Value<span class=\"token operator\">&gt;<\/span> <span class=\"token punctuation\">{<\/span>   \r\n\r\n\t<span class=\"token keyword\">private<\/span> <span class=\"token keyword\">static<\/span> <span class=\"token keyword\">final<\/span> <span class=\"token keyword\">boolean<\/span> RED   <span class=\"token operator\">=<\/span> <span class=\"token boolean\">true<\/span><span class=\"token punctuation\">;<\/span>  \r\n\t<span class=\"token keyword\">private<\/span> <span class=\"token keyword\">static<\/span> <span class=\"token keyword\">final<\/span> <span class=\"token keyword\">boolean<\/span> BLACK <span class=\"token operator\">=<\/span> <span class=\"token boolean\">false<\/span><span class=\"token punctuation\">;<\/span>\r\n\t<span class=\"token keyword\">private<\/span> Node root<span class=\"token punctuation\">;<\/span>\r\n\t<span class=\"token keyword\">private<\/span> <span class=\"token keyword\">class<\/span> <span class=\"token class-name\">Node<\/span><span class=\"token punctuation\">{<\/span>     \r\n\t\t<span class=\"token keyword\">private<\/span> Key key<span class=\"token punctuation\">;<\/span>     \r\n\t\t<span class=\"token keyword\">private<\/span> Value val<span class=\"token punctuation\">;<\/span>     \r\n\t\t<span class=\"token keyword\">private<\/span> Node left<span class=\"token punctuation\">,<\/span> right<span class=\"token punctuation\">;<\/span>      \r\n\t\t<span class=\"token keyword\">private<\/span> <span class=\"token keyword\">boolean<\/span> color<span class=\"token punctuation\">;<\/span>      <span class=\"token comment\">\/\/\u7528\u4e00\u4f4d\u5b57\u6bb5\u8868\u793a\u989c\u8272<\/span>\r\n\t\t<span class=\"token function\">Node<\/span><span class=\"token punctuation\">(<\/span>Key key<span class=\"token punctuation\">,<\/span> Value val<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">{<\/span>         \r\n\t\t\t<span class=\"token keyword\">this<\/span><span class=\"token punctuation\">.<\/span>key <span class=\"token operator\">=<\/span> key<span class=\"token punctuation\">;<\/span>  \r\n\t\t\t<span class=\"token keyword\">this<\/span><span class=\"token punctuation\">.<\/span>val <span class=\"token operator\">=<\/span> val<span class=\"token punctuation\">;<\/span>        \r\n\t\t\t<span class=\"token keyword\">this<\/span><span class=\"token punctuation\">.<\/span>color <span class=\"token operator\">=<\/span> RED<span class=\"token punctuation\">;<\/span>     <span class=\"token comment\">\/\/\u65b0\u8282\u70b9\u603b\u662f\u7ea2\u8272<\/span>\r\n\r\n\t\t<span class=\"token punctuation\">}<\/span>   \r\n\t<span class=\"token punctuation\">}<\/span>\r\n\r\n\t<span class=\"token keyword\">public<\/span> Value <span class=\"token function\">search<\/span><span class=\"token punctuation\">(<\/span>Key key<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">{<\/span>      \r\n\r\n\t\tNode x <span class=\"token operator\">=<\/span> root<span class=\"token punctuation\">;<\/span>     \r\n\t\t<span class=\"token keyword\">while<\/span> <span class=\"token punctuation\">(<\/span>x <span class=\"token operator\">!=<\/span> null<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">{<\/span>        \r\n\t\t\t<span class=\"token keyword\">int<\/span> cmp <span class=\"token operator\">=<\/span> key<span class=\"token punctuation\">.<\/span><span class=\"token function\">compareTo<\/span><span class=\"token punctuation\">(<\/span>x<span class=\"token punctuation\">.<\/span>key<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span>         \r\n\t\t\t<span class=\"token keyword\">if<\/span> <span class=\"token punctuation\">(<\/span>cmp <span class=\"token operator\">==<\/span> <span class=\"token number\">0<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token keyword\">return<\/span> x<span class=\"token punctuation\">.<\/span>val<span class=\"token punctuation\">;<\/span>         \r\n\t\t\t<span class=\"token keyword\">else<\/span> <span class=\"token keyword\">if<\/span> <span class=\"token punctuation\">(<\/span>cmp <span class=\"token operator\">&lt;<\/span> <span class=\"token number\">0<\/span><span class=\"token punctuation\">)<\/span> x <span class=\"token operator\">=<\/span> x<span class=\"token punctuation\">.<\/span>left<span class=\"token punctuation\">;<\/span>         \r\n\t\t\t<span class=\"token keyword\">else<\/span> <span class=\"token keyword\">if<\/span> <span class=\"token punctuation\">(<\/span>cmp <span class=\"token operator\">&gt;<\/span> <span class=\"token number\">0<\/span><span class=\"token punctuation\">)<\/span> x <span class=\"token operator\">=<\/span> x<span class=\"token punctuation\">.<\/span>right<span class=\"token punctuation\">;<\/span>      \r\n\t\t<span class=\"token punctuation\">}<\/span>      \r\n\t\t<span class=\"token keyword\">return<\/span> null<span class=\"token punctuation\">;<\/span>   \r\n\t<span class=\"token punctuation\">}<\/span>\r\n\t\r\n\t<span class=\"token keyword\">public<\/span> <span class=\"token keyword\">void<\/span> <span class=\"token function\">insert<\/span><span class=\"token punctuation\">(<\/span>Key key<span class=\"token punctuation\">,<\/span> Value value<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">{<\/span>       \r\n\t\troot <span class=\"token operator\">=<\/span> <span class=\"token function\">insert<\/span><span class=\"token punctuation\">(<\/span>root<span class=\"token punctuation\">,<\/span> key<span class=\"token punctuation\">,<\/span> value<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span>       \r\n\t\troot<span class=\"token punctuation\">.<\/span>color <span class=\"token operator\">=<\/span> BLACK<span class=\"token punctuation\">;<\/span>  \r\n\t<span class=\"token punctuation\">}<\/span>   \r\n\r\n\t<span class=\"token keyword\">private<\/span> Node <span class=\"token function\">insert<\/span><span class=\"token punctuation\">(<\/span>Node h<span class=\"token punctuation\">,<\/span> Key key<span class=\"token punctuation\">,<\/span> Value value<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">{<\/span>       \r\n\t\t<span class=\"token keyword\">if<\/span> <span class=\"token punctuation\">(<\/span>h <span class=\"token operator\">==<\/span> null<span class=\"token punctuation\">)<\/span> <span class=\"token keyword\">return<\/span> <span class=\"token keyword\">new<\/span> <span class=\"token class-name\">Node<\/span><span class=\"token punctuation\">(<\/span>key<span class=\"token punctuation\">,<\/span> value<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span>\r\n\t\t<span class=\"token keyword\">if<\/span> <span class=\"token punctuation\">(<\/span><span class=\"token function\">isRed<\/span><span class=\"token punctuation\">(<\/span>h<span class=\"token punctuation\">.<\/span>left<span class=\"token punctuation\">)<\/span> <span class=\"token operator\">&amp;&amp;<\/span> <span class=\"token function\">isRed<\/span><span class=\"token punctuation\">(<\/span>h<span class=\"token punctuation\">.<\/span>right<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token function\">colorFlip<\/span><span class=\"token punctuation\">(<\/span>h<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span>  <span class=\"token comment\">\/\/\u8fd9\u4e00\u884c\u5f00\u59cb\t<\/span>\r\n\t\t<span class=\"token keyword\">int<\/span> cmp <span class=\"token operator\">=<\/span> key<span class=\"token punctuation\">.<\/span><span class=\"token function\">compareTo<\/span><span class=\"token punctuation\">(<\/span>h<span class=\"token punctuation\">.<\/span>key<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span>  \r\n\t\t<span class=\"token keyword\">if<\/span> <span class=\"token punctuation\">(<\/span>cmp <span class=\"token operator\">==<\/span> <span class=\"token number\">0<\/span><span class=\"token punctuation\">)<\/span> h<span class=\"token punctuation\">.<\/span>val <span class=\"token operator\">=<\/span> value<span class=\"token punctuation\">;<\/span>       \r\n\t\t<span class=\"token keyword\">else<\/span> <span class=\"token keyword\">if<\/span> <span class=\"token punctuation\">(<\/span>cmp <span class=\"token operator\">&lt;<\/span> <span class=\"token number\">0<\/span><span class=\"token punctuation\">)<\/span> h<span class=\"token punctuation\">.<\/span>left <span class=\"token operator\">=<\/span>  <span class=\"token function\">insert<\/span><span class=\"token punctuation\">(<\/span>h<span class=\"token punctuation\">.<\/span>left<span class=\"token punctuation\">,<\/span> key<span class=\"token punctuation\">,<\/span> value<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span>      \r\n\t\t<span class=\"token keyword\">else<\/span> h<span class=\"token punctuation\">.<\/span>right <span class=\"token operator\">=<\/span> <span class=\"token function\">insert<\/span><span class=\"token punctuation\">(<\/span>h<span class=\"token punctuation\">.<\/span>right<span class=\"token punctuation\">,<\/span> key<span class=\"token punctuation\">,<\/span> value<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span>\r\n\t\t<span class=\"token keyword\">if<\/span> <span class=\"token punctuation\">(<\/span><span class=\"token function\">isRed<\/span><span class=\"token punctuation\">(<\/span>h<span class=\"token punctuation\">.<\/span>right<span class=\"token punctuation\">)<\/span> <span class=\"token operator\">&amp;&amp;<\/span> <span class=\"token operator\">!<\/span><span class=\"token function\">isRed<\/span><span class=\"token punctuation\">(<\/span>h<span class=\"token punctuation\">.<\/span>left<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span> h <span class=\"token operator\">=<\/span> <span class=\"token function\">rotateLeft<\/span><span class=\"token punctuation\">(<\/span>h<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span>       \r\n\t\t<span class=\"token keyword\">if<\/span> <span class=\"token punctuation\">(<\/span><span class=\"token function\">isRed<\/span><span class=\"token punctuation\">(<\/span>h<span class=\"token punctuation\">.<\/span>left<span class=\"token punctuation\">)<\/span> <span class=\"token operator\">&amp;&amp;<\/span> <span class=\"token function\">isRed<\/span><span class=\"token punctuation\">(<\/span>h<span class=\"token punctuation\">.<\/span>left<span class=\"token punctuation\">.<\/span>left<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span> h <span class=\"token operator\">=<\/span><span class=\"token function\">rotateRight<\/span><span class=\"token punctuation\">(<\/span>h<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span>  <span class=\"token comment\">\/\/\u5230\u8fd9\u91cc\u8fd0\u884c\u7ed3\u675f\u65f6\uff0c\u5f97\u52302-3\u6811<\/span>\r\n\t\t<span class=\"token keyword\">return<\/span> h<span class=\"token punctuation\">;<\/span>   \r\n\t<span class=\"token punctuation\">}<\/span> \r\n<span class=\"token punctuation\">}<\/span> \r\n\r\n<\/code><\/pre>\n<h2><a name=\"t4\"><\/a><a name=\"t4\"><\/a><a id=\"_231\"><\/a>\u5220\u9664<\/h2>\n<p>\u5728\u8bb8\u591a\u7b26\u53f7\u8868\u5b9e\u73b0\u4e2d\uff0c\u5220\u9664\u64cd\u4f5c\u7684\u9ad8\u6548\u5b9e\u73b0\u662f\u4e00\u4e2a\u6311\u6218\uff0c\u7ea2\u9ed1\u6811\u4e5f\u4e0d\u4f8b\u5916\uff0c\u5de5\u4e1a\u7ea7\u7684\u5b9e\u73b0\u53ef\u4ee5\u8fd0\u884c\u8d85\u8fc7100\u884c\u4ee3\u7801\u3002\u6559\u79d1\u4e66\u4e00\u822c\u4ee5\u8be6\u7ec6\u7684\u6848\u4f8b\u7814\u7a76\u7684\u65b9\u5f0f\u63cf\u8ff0\u64cd\u4f5c\uff0c\u907f\u514d\u5b8c\u6574\u7684\u5b9e\u73b0<\/p>\n<p>\u4e0b\u9762\u7684\u4ee3\u7801\u662fLLRB 2-3\u6811\u7684delete()\u5b8c\u6574\u5b9e\u73b0\uff0c\u5b83\u662f\u57fa\u4e8e\u53cd\u5411\u81ea\u9876\u5411\u4e0b\u7684\u65b9\u6cd5\u7528\u4e8e\u63d2\u51652-3-4\u6811\uff1a<\/p>\n<p>\u6211\u4eec\u8fdb\u884c\u65cb\u8f6c\u548c\u989c\u8272\u7ffb\u8f6c\u5411\u4e0b\u641c\u7d22\u8def\u5f84\uff0c\u4ee5\u786e\u4fdd\u641c\u7d22\u4e0d\u4f1a\u57282\u8282\u70b9\u4e0a\u7ed3\u675f\uff0c\u8fd9\u6837\u6211\u4eec\u5c31\u53ef\u4ee5\u5220\u9664\u5e95\u90e8\u8282\u70b9\uff0c\u6211\u4eec\u4f7f\u7528fixUp()\u65b9\u6cd5\u5171\u4eabinsert()\u4ee3\u7801\u4e2d\u9012\u5f52\u8c03\u7528\u540e\u7684\u989c\u8272\u7ffb\u8f6c\u548c\u65cb\u8f6c\u4ee3\u7801\uff0c\u901a\u8fc7fixUp()\uff0c\u6211\u4eec\u53ef\u4ee5\u5728\u641c\u7d22\u8def\u5f84\u4e0a\u7559\u4e0b\u53f3\u503e\u659c\u7684\u7ea2\u8272\u94fe\u63a5\u548c\u4e0d\u5e73\u8861\u7684\u56db\u4e2a\u8282\u70b9\uff0c\u786e\u4fdd\u8fd9\u4e9b\u95ee\u9898\u5728\u6cbf\u6811\u4e0a\u5347\u7684\u65f6\u5019\u4f1a\u88ab\u4fee\u590d\uff08\u8fd9\u79cd\u65b9\u6cd5\u4e5f\u9002\u7528\u4e8e2-3-4\u6811\uff0c\u4f46\u5982\u679c\u641c\u7d22\u8def\u5f84\u4e0a\u7684\u53f3\u8282\u70b9\u662f4\u8282\u70b9\uff0c\u5219\u9700\u8981\u989d\u5916\u7684\u65cb\u8f6c\u3002\uff09<\/p>\n<p>\u4f5c\u4e3a\u70ed\u8eab\uff0c\u8003\u8651\u5220\u9664\u6700\u5c0f\u64cd\u4f5c\uff0c\u76ee\u6807\u662f\u5220\u9664\u5de6\u8fb9\u810a\u67f1\uff08left spine\uff09\u7684\u5e95\u90e8\u8282\u70b9\uff0c\u540c\u65f6\u4fdd\u6301\u5e73\u8861\u3002\u4e3a\u6b64\uff0c\u6211\u4eec\u7ef4\u62a4\u5f53\u524d\u8282\u70b9\u6216\u8005\u5176\u5de6\u5b69\u5b50\u7684\u7ea2\u8272\u4e0d\u53d8\u5f0f\uff0c\u6211\u4eec\u53ef\u4ee5\u901a\u8fc7\u5411\u5de6\u79fb\u52a8\uff08move to the left\uff09\u6765\u5b9e\u73b0\uff0c\u9664\u975e\u5f53\u524d\u8282\u70b9\u662f\u7ea2\u8272\u7684\uff0c\u5176\u5de6\u5b69\u5b50\u548c\u5de6\u5b59\u5b50\uff08left grandchild\uff0c\u8fd8\u662f\u53eb\u5de6\u5b69\u5b50\u7684\u5de6\u5b69\u5b50\u5408\u9002\u4e00\u4e9b\uff1f\uff09\u90fd\u662f\u9ed1\u7684\u3002\u5728\u8fd9\u79cd\u60c5\u51b5\u4e0b\u6211\u4eec\u53ef\u4ee5\u505a\u4e00\u4e2a\u989c\u8272\u7ffb\u8f6c\uff0c\u5b83\u53ef\u4ee5\u6062\u590d\u4e0d\u53d8\u91cf\uff0c\u4f46\u53ef\u80fd\u4f1a\u5728\u53f3\u8fb9\u5f15\u5165\u8fde\u7eed\u7684\u7ea2\u8272\u8282\u70b9\uff0c\u5728\u8fd9\u79cd\u60c5\u51b5\u4e0b\uff0c\u6211\u4eec\u53ef\u4ee5\u901a\u8fc7\u4e24\u4e2a\u65cb\u8f6c\u548c\u4e00\u4e2a\u989c\u8272\u7ffb\u8f6c\u6765\u4fee\u6b63\u6761\u4ef6\uff0c\u8fd9\u4e9b\u64cd\u4f5c\u662f\u5728\u4e0b\u9762\u7684moveRedLeft()\u65b9\u6cd5\u4e2d\u5b9e\u73b0\u7684\u3002<\/p>\n<p>\u4f7f\u7528moveRedLeft()\u4f7f\u5f97deleteMin()\u7684\u9012\u5f52\u5b9e\u73b0\u975e\u5e38\u7b80\u5355\uff0c\u5bf9\u4e8e\u4e00\u822c\u7684\u5220\u9664\uff0c\u6211\u4eec\u8fd8\u9700\u8981moveRedRight()\uff0c\u5b83\u4e0emoveRedLeft()\u7c7b\u4f3c\uff0c\u4f46\u662f\u66f4\u7b80\u5355\uff0c\u5e76\u4e14\u6211\u4eec\u9700\u8981\u5728\u641c\u7d22\u8def\u5f84\u4e0a\u5c06\u5de6\u8fb9\u7684\u7ea2\u8272\u94fe\u63a5\u65cb\u8f6c\u5230\u53f3\u4fa7\u4ee5\u4fdd\u6301\u4e0d\u53d8\u91cf\u3002\u5982\u679c\u8981\u5220\u9664\u7684\u8282\u70b9\u662f\u5185\u90e8\u8282\u70b9\uff0c\u6211\u4eec\u5c06\u5176\u952e\u548c\u503c\u5b57\u6bb5\u66ff\u6362\u4e3a\u5176\u53f3\u5b50\u6811\u4e2d\u7684\u6700\u5c0f\u8282\u70b9\u5b57\u6bb5\uff0c\u7136\u540e\u5220\u9664\u53f3\u5b50\u6811\u4e2d\u6700\u5c0f\u503c\u5b57\u6bb5\uff08\u6216\u8005\u6211\u4eec\u53ef\u4ee5\u91cd\u65b0\u5b89\u6392\u6307\u9488\u6765\u4f7f\u7528\u8282\u70b9\u800c\u4e0d\u662f\u590d\u5236\u5b57\u6bb5\uff09\u3002<\/p>\n<p>\u5728\u4e0b\u9762\u7ed9\u51fa\u4e86\u672c\u6587\u6240\u8ba8\u8bba\u7684delete()\u7684\u5b8c\u6574\u5b9e\u73b0\uff0c\u5b83\u4f7f\u7528\u7684\u4ee3\u7801\u91cf\u4ec5\u4ec5\u662f\u7ea2\u9ed1\u6811\u5178\u578b\u5b9e\u73b0\u7684\u4e09\u5206\u4e4b\u4e00\u5230\u56db\u5206\u4e4b\u4e00\uff0c\u4f7f\u7528LLRB\u6811\uff0c\u6211\u4eec\u53ef\u4ee5\u8bbe\u8ba1\u51fa\u7b80\u6d01\u7684\u4ee3\u7801\uff0c\u800c\u4e14\u5177\u6709\u5bf9\u6570\u7ea7\u522b\u7684\u6027\u80fd\u4fdd\u8bc1\uff0c\u8fd8\u4e0d\u4f1a\u4f7f\u7528\u989d\u5916\u7684\u7a7a\u95f4<\/p>\n<p><strong>\u5220\u9664\u5de6\u503e\u7ea2\u9ed1 2-3\u6811\u7684\u6700\u5c0f\u503c\u4ee3\u7801\uff08Delete-the-minimum code for LLRB 2-3 trees\uff09<\/strong><\/p>\n<pre class=\"prettyprint\"><code class=\"prism language-java has-numbering\">\r\n<span class=\"token keyword\">public<\/span> <span class=\"token keyword\">void<\/span> <span class=\"token function\">deleteMin<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token punctuation\">{<\/span>   \r\n\troot <span class=\"token operator\">=<\/span> <span class=\"token function\">deleteMin<\/span><span class=\"token punctuation\">(<\/span>root<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span>  \r\n\troot<span class=\"token punctuation\">.<\/span>color <span class=\"token operator\">=<\/span> BLACK<span class=\"token punctuation\">;<\/span>\r\n <span class=\"token punctuation\">}<\/span>\r\n\r\n<span class=\"token keyword\">private<\/span> Node <span class=\"token function\">deleteMin<\/span><span class=\"token punctuation\">(<\/span>Node h<span class=\"token punctuation\">)<\/span> <span class=\"token punctuation\">{<\/span>   \r\n\t<span class=\"token keyword\">if<\/span> <span class=\"token punctuation\">(<\/span>h<span class=\"token punctuation\">.<\/span>left <span class=\"token operator\">==<\/span> null<span class=\"token punctuation\">)<\/span> <span class=\"token keyword\">return<\/span> null<span class=\"token punctuation\">;<\/span>\r\n\t<span class=\"token keyword\">if<\/span> <span class=\"token punctuation\">(<\/span><span class=\"token operator\">!<\/span><span class=\"token function\">isRed<\/span><span class=\"token punctuation\">(<\/span>h<span class=\"token punctuation\">.<\/span>left<span class=\"token punctuation\">)<\/span> <span class=\"token operator\">&amp;&amp;<\/span> <span class=\"token operator\">!<\/span><span class=\"token function\">isRed<\/span><span class=\"token punctuation\">(<\/span>h<span class=\"token punctuation\">.<\/span>left<span class=\"token punctuation\">.<\/span>left<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span>h <span class=\"token operator\">=<\/span> <span class=\"token function\">moveRedLeft<\/span><span class=\"token punctuation\">(<\/span>h<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span>\r\n\th<span class=\"token punctuation\">.<\/span>left <span class=\"token operator\">=<\/span> <span class=\"token function\">deleteMin<\/span><span class=\"token punctuation\">(<\/span>h<span class=\"token punctuation\">.<\/span>left<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span>\r\n\t<span class=\"token keyword\">return<\/span> <span class=\"token function\">fixUp<\/span><span class=\"token punctuation\">(<\/span>h<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span> \r\n<span class=\"token punctuation\">}<\/span> \r\n\r\n<\/code><\/pre>\n<p><strong>\u4ece\u5de6\u503e\u7ea2\u9ed1 2-3\u6811\u4e2d\u5220\u9664\u8282\u70b9\uff08Delete code for LLRB 2-3 trees\uff09<\/strong><\/p>\n<pre class=\"prettyprint\"><code class=\"prism language-java has-numbering\"> <span class=\"token keyword\">private<\/span> Node <span class=\"token function\">moveRedLeft<\/span><span class=\"token punctuation\">(<\/span>Node h<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">{<\/span>\r\n\t<span class=\"token function\">colorFlip<\/span><span class=\"token punctuation\">(<\/span>h<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 function\">isRed<\/span><span class=\"token punctuation\">(<\/span>h<span class=\"token punctuation\">.<\/span>right<span class=\"token punctuation\">.<\/span>left<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">{<\/span> \r\n   \t h<span class=\"token punctuation\">.<\/span>right <span class=\"token operator\">=<\/span><span class=\"token function\">rotateRight<\/span><span class=\"token punctuation\">(<\/span>h<span class=\"token punctuation\">.<\/span>right<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span>  \r\n   \t h <span class=\"token operator\">=<\/span><span class=\"token function\">rotateLeft<\/span><span class=\"token punctuation\">(<\/span>h<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span>        \r\n   \t <span class=\"token function\">colorFlip<\/span><span class=\"token punctuation\">(<\/span>h<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> h<span class=\"token punctuation\">;<\/span>  \r\n<span class=\"token punctuation\">}<\/span>\r\n\r\n<span class=\"token keyword\">private<\/span> Node <span class=\"token function\">moveRedRight<\/span><span class=\"token punctuation\">(<\/span>Node h<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">{<\/span>  \r\n   <span class=\"token function\">colorFlip<\/span><span class=\"token punctuation\">(<\/span>h<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 function\">isRed<\/span><span class=\"token punctuation\">(<\/span>h<span class=\"token punctuation\">.<\/span>left<span class=\"token punctuation\">.<\/span>left<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">{<\/span>   \r\n   \th <span class=\"token operator\">=<\/span> <span class=\"token function\">rotateRight<\/span><span class=\"token punctuation\">(<\/span>h<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span>   \r\n   \t<span class=\"token function\">colorFlip<\/span><span class=\"token punctuation\">(<\/span>h<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span>     \r\n   <span class=\"token punctuation\">}<\/span>      \t\r\n    <span class=\"token keyword\">return<\/span> h<span class=\"token punctuation\">;<\/span>  \r\n<span class=\"token punctuation\">}<\/span>\r\n\r\n \r\n<span class=\"token keyword\">public<\/span> <span class=\"token keyword\">void<\/span> <span class=\"token function\">delete<\/span><span class=\"token punctuation\">(<\/span>Key key<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">{<\/span> \r\n   root <span class=\"token operator\">=<\/span> <span class=\"token function\">delete<\/span><span class=\"token punctuation\">(<\/span>root<span class=\"token punctuation\">,<\/span> key<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span> \r\n   root<span class=\"token punctuation\">.<\/span>color <span class=\"token operator\">=<\/span> BLACK<span class=\"token punctuation\">;<\/span>   \r\n <span class=\"token punctuation\">}<\/span>\r\n\r\n<span class=\"token keyword\">private<\/span> Node <span class=\"token function\">delete<\/span><span class=\"token punctuation\">(<\/span>Node h<span class=\"token punctuation\">,<\/span> Key key<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">{<\/span> \r\n   <span class=\"token keyword\">if<\/span> <span class=\"token punctuation\">(<\/span>key<span class=\"token punctuation\">.<\/span><span class=\"token function\">compareTo<\/span><span class=\"token punctuation\">(<\/span>h<span class=\"token punctuation\">.<\/span>key<span class=\"token punctuation\">)<\/span> <span class=\"token operator\">&lt;<\/span> <span class=\"token number\">0<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">{<\/span>             \r\n   \t<span class=\"token keyword\">if<\/span> <span class=\"token punctuation\">(<\/span><span class=\"token operator\">!<\/span><span class=\"token function\">isRed<\/span><span class=\"token punctuation\">(<\/span>h<span class=\"token punctuation\">.<\/span>left<span class=\"token punctuation\">)<\/span> <span class=\"token operator\">&amp;&amp;<\/span> <span class=\"token operator\">!<\/span><span class=\"token function\">isRed<\/span><span class=\"token punctuation\">(<\/span>h<span class=\"token punctuation\">.<\/span>left<span class=\"token punctuation\">.<\/span>left<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span> h <span class=\"token operator\">=<\/span> <span class=\"token function\">moveRedLeft<\/span><span class=\"token punctuation\">(<\/span>h<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span>              \r\n   \th<span class=\"token punctuation\">.<\/span>left <span class=\"token operator\">=<\/span>  <span class=\"token function\">delete<\/span><span class=\"token punctuation\">(<\/span>h<span class=\"token punctuation\">.<\/span>left<span class=\"token punctuation\">,<\/span> key<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span>         \r\n   <span class=\"token punctuation\">}<\/span> <span class=\"token keyword\">else<\/span> <span class=\"token punctuation\">{<\/span>     \r\n   \t<span class=\"token keyword\">if<\/span> <span class=\"token punctuation\">(<\/span><span class=\"token function\">isRed<\/span><span class=\"token punctuation\">(<\/span>h<span class=\"token punctuation\">.<\/span>left<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span> h <span class=\"token operator\">=<\/span> <span class=\"token function\">rotateRight<\/span><span class=\"token punctuation\">(<\/span>h<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span> \r\n   \t<span class=\"token keyword\">if<\/span> <span class=\"token punctuation\">(<\/span>key<span class=\"token punctuation\">.<\/span><span class=\"token function\">compareTo<\/span><span class=\"token punctuation\">(<\/span>h<span class=\"token punctuation\">.<\/span>key<span class=\"token punctuation\">)<\/span> <span class=\"token operator\">==<\/span> <span class=\"token number\">0<\/span> <span class=\"token operator\">&amp;&amp;<\/span> <span class=\"token punctuation\">(<\/span>h<span class=\"token punctuation\">.<\/span>right <span class=\"token operator\">==<\/span> null<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token keyword\">return<\/span> null<span class=\"token punctuation\">;<\/span>              \r\n   \t<span class=\"token keyword\">if<\/span> <span class=\"token punctuation\">(<\/span><span class=\"token operator\">!<\/span><span class=\"token function\">isRed<\/span><span class=\"token punctuation\">(<\/span>h<span class=\"token punctuation\">.<\/span>right<span class=\"token punctuation\">)<\/span> <span class=\"token operator\">&amp;&amp;<\/span> <span class=\"token operator\">!<\/span><span class=\"token function\">isRed<\/span><span class=\"token punctuation\">(<\/span>h<span class=\"token punctuation\">.<\/span>right<span class=\"token punctuation\">.<\/span>left<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span> h <span class=\"token operator\">=<\/span> <span class=\"token function\">moveRedRight<\/span><span class=\"token punctuation\">(<\/span>h<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span>           \r\n\r\n   <span class=\"token keyword\">if<\/span> <span class=\"token punctuation\">(<\/span>key<span class=\"token punctuation\">.<\/span><span class=\"token function\">compareTo<\/span><span class=\"token punctuation\">(<\/span>h<span class=\"token punctuation\">.<\/span>key<span class=\"token punctuation\">)<\/span> <span class=\"token operator\">==<\/span> <span class=\"token number\">0<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">{<\/span>      \r\n   \th<span class=\"token punctuation\">.<\/span>val <span class=\"token operator\">=<\/span> <span class=\"token function\">get<\/span><span class=\"token punctuation\">(<\/span>h<span class=\"token punctuation\">.<\/span>right<span class=\"token punctuation\">,<\/span> <span class=\"token function\">min<\/span><span class=\"token punctuation\">(<\/span>h<span class=\"token punctuation\">.<\/span>right<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">.<\/span>key<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span>            \r\n   \th<span class=\"token punctuation\">.<\/span>key <span class=\"token operator\">=<\/span> <span class=\"token function\">min<\/span><span class=\"token punctuation\">(<\/span>h<span class=\"token punctuation\">.<\/span>right<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">.<\/span>key<span class=\"token punctuation\">;<\/span>                   \r\n   \th<span class=\"token punctuation\">.<\/span>right <span class=\"token operator\">=<\/span> <span class=\"token function\">deleteMin<\/span><span class=\"token punctuation\">(<\/span>h<span class=\"token punctuation\">.<\/span>right<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span>             \r\n   <span class=\"token punctuation\">}<\/span><span class=\"token keyword\">else<\/span> h<span class=\"token punctuation\">.<\/span>right <span class=\"token operator\">=<\/span> <span class=\"token function\">delete<\/span><span class=\"token punctuation\">(<\/span>h<span class=\"token punctuation\">.<\/span>right<span class=\"token punctuation\">,<\/span> key<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> <span class=\"token function\">fixUp<\/span><span class=\"token punctuation\">(<\/span>h<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span> \r\n<span class=\"token punctuation\">}<\/span>\r\n<\/code><\/pre>\n<p><strong>\u56fe\u793a\uff1a<\/strong><\/p>\n<p><img decoding=\"async\" src=\"https:\/\/img-blog.csdnimg.cn\/20181120192903353.png?x-oss-process=image\/watermark,type_ZmFuZ3poZW5naGVpdGk,shadow_10,text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L0Jhb1poaUhlbmc=,size_16,color_FFFFFF,t_70\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><\/p>\n<\/div>\n<\/div>\n<\/article>\n","protected":false},"excerpt":{"rendered":"<p>\u539f\u6587\u5730\u5740 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