{"id":7144,"date":"2023-02-21T21:15:11","date_gmt":"2023-02-21T13:15:11","guid":{"rendered":"https:\/\/yanjingang.com\/blog\/?p=7144"},"modified":"2023-02-21T21:15:11","modified_gmt":"2023-02-21T13:15:11","slug":"c%e5%b8%b8%e7%94%a8%e6%95%b0%e6%8d%ae%e7%bb%93%e6%9e%84%e6%80%a7%e8%83%bd%e5%88%86%e6%9e%90","status":"publish","type":"post","link":"https:\/\/yanjingang.com\/blog\/?p=7144","title":{"rendered":"C++\u5e38\u7528\u6570\u636e\u7ed3\u6784\u6027\u80fd\u5206\u6790"},"content":{"rendered":"<p>\u672c\u6587\u4e3b\u8981\u6839\u636e\u63d2\u5165\u3001\u904d\u5386\u3001\u5220\u9664\u3001\u6392\u5e8f\u3001\u67e5\u627e\u7b49\u573a\u666f\u5bf9\u5e38\u7528\u6570\u636e\u7ed3\u6784\u8fdb\u884c\u6027\u80fd\u5206\u6790\u3002<\/p>\n<h1>\u4e00\u3001\u5e38\u7528\u6570\u636e\u7ed3\u6784\u7b80\u4ecb<\/h1>\n<h4>1\u3001\u6570\u7ec4<\/h4>\n<p>\u6570\u7ec4\u662f\u6700\u5e38\u7528\u7684\u4e00\u79cd\u7ebf\u6027\u8868\uff0c\u5bf9\u4e8e\u9759\u6001\u7684\u6216\u8005\u9884\u5148\u80fd\u786e\u5b9a\u5927\u5c0f\u7684\u6570\u636e\u96c6\u5408\uff0c\u91c7\u7528\u6570\u7ec4\u8fdb\u884c\u5b58\u50a8\u662f\u6700\u4f73\u9009\u62e9\u3002<\/p>\n<p>\u6570\u7ec4\u7684\u4f18\u70b9\u4e00\u662f\u67e5\u627e\u65b9\u4fbf\uff0c\u5229\u7528\u4e0b\u6807\u5373\u53ef\u7acb\u5373\u5b9a\u4f4d\u5230\u6240\u9700\u7684\u6570\u636e\u8282\u70b9\uff1b\u4e8c\u662f\u6dfb\u52a0\u6216\u5220\u9664\u5143\u7d20\u65f6\u4e0d\u4f1a\u4ea7\u751f\u5185\u5b58\u788e\u7247\uff1b\u4e09\u662f\u4e0d\u9700\u8981\u8003\u8651\u6570\u636e\u8282\u70b9\u6307\u9488\u7684\u5b58\u50a8\u3002\u7136\u800c\uff0c\u6570\u7ec4\u4f5c\u4e3a\u4e00\u79cd\u9759\u6001\u6570\u636e\u7ed3\u6784\uff0c\u5b58\u5728\u5185\u5b58\u4f7f\u7528\u7387\u4f4e\u3001\u53ef\u6269\u5c55\u6027\u5dee\u7684\u7f3a\u70b9\u3002\u65e0\u8bba\u6570\u7ec4\u4e2d\u5b9e\u9645\u6709\u591a\u5c11\u5143\u7d20\uff0c\u7f16\u8bd1\u5668\u603b\u4f1a\u6309\u7167\u9884\u5148\u8bbe\u5b9a\u597d\u7684\u5185\u5b58\u5bb9\u91cf\u8fdb\u884c\u5206\u914d\u3002\u5982\u679c\u8d85\u51fa\u8fb9\u754c\uff0c\u5219\u9700\u8981\u5efa\u7acb\u65b0\u7684\u6570\u7ec4\u3002<\/p>\n<h4>2\u3001\u94fe\u8868<\/h4>\n<p>\u94fe\u8868\u662f\u53e6\u4e00\u79cd\u5e38\u7528\u7684\u7ebf\u6027\u8868\uff0c\u4e00\u4e2a\u94fe\u8868\u5c31\u662f\u4e00\u4e2a\u7531\u6307\u9488\u8fde\u63a5\u7684\u6570\u636e\u94fe\u3002\u6bcf\u4e2a\u6570\u636e\u8282\u70b9\u7531\u6307\u9488\u57df\u548c\u6570\u636e\u57df\u6784\u6210\uff0c\u6307\u9488\u4e00\u822c\u6307\u5411\u94fe\u8868\u4e2d\u7684\u4e0b\u4e00\u4e2a\u8282\u70b9\uff0c\u5982\u679c\u8282\u70b9\u662f\u94fe\u8868\u4e2d\u7684\u6700\u540e\u4e00\u4e2a\uff0c\u5219\u6307\u9488\u4e3aNULL\u3002\u5728\u53cc\u5411\u94fe\u8868\uff08Double Linked List\uff09\u4e2d\uff0c\u6307\u9488\u57df\u8fd8\u5305\u62ec\u4e00\u4e2a\u6307\u5411\u4e0a\u4e00\u4e2a\u6570\u636e\u8282\u70b9\u7684\u6307\u9488\u3002\u5728\u8df3\u8f6c\u94fe\u8868\uff08Skip Linked List\uff09\u4e2d\uff0c\u6307\u9488\u57df\u5305\u542b\u6307\u5411\u4efb\u610f\u67d0\u4e2a\u5173\u8054\u5411\u7684\u6307\u9488\u3002<\/p>\n<pre class=\"pure-highlightjs\"><code class=\"\">template &lt;typename T&gt;\r\nclass LinkedNode\r\n{\r\npublic:\r\n    LinkedNode(const T&amp; e): pNext(NULL), pPrev(NULL)\r\n    {\r\n        data = e;\r\n    }\r\n \r\n    LinkedNode&lt;T&gt;* Next()const\r\n    {\r\n        return pNext;\r\n    }\r\n \r\n    LinkedNode&lt;T&gt;* Prev()const\r\n    {\r\n        return pPrev;\r\n    }\r\nprivate:\r\n    T data;\r\n    LinkedNode&lt;T&gt;* pNext;\/\/ \u6307\u5411\u4e0b\u4e00\u4e2a\u6570\u636e\u8282\u70b9\u7684\u6307\u9488\r\n    LinkedNode&lt;T&gt;* pPrev;\/\/ \u6307\u5411\u4e0a\u4e00\u4e2a\u6570\u636e\u8282\u70b9\u7684\u6307\u9488\r\n    LinkedNode&lt;T&gt;* pConnection;\/\/ \u6307\u5411\u5173\u8054\u8282\u70b9\u7684\u6307\u9488\r\n};<\/code><\/pre>\n<p>\u4e0e\u9884\u5148\u9759\u6001\u5206\u914d\u597d\u5b58\u50a8\u7a7a\u95f4\u7684\u6570\u7ec4\u4e0d\u540c\uff0c\u94fe\u8868\u7684\u957f\u5ea6\u662f\u53ef\u53d8\u7684\u3002\u53ea\u8981\u5185\u5b58\u7a7a\u95f4\u8db3\u591f\uff0c\u7a0b\u5e8f\u5c31\u80fd\u6301\u7eed\u4e3a\u94fe\u8868\u63d2\u5165\u65b0\u7684\u6570\u636e\u9879\u3002\u6570\u7ec4\u4e2d\u6240\u6709\u7684\u6570\u636e\u9879\u90fd\u88ab\u5b58\u653e\u5728\u4e00\u6bb5\u8fde\u7eed\u7684\u5b58\u50a8\u7a7a\u95f4\u4e2d\uff0c\u94fe\u8868\u4e2d\u7684\u6570\u636e\u9879\u4f1a\u88ab\u968f\u673a\u5206\u914d\u5230\u5185\u5b58\u7684\u67d0\u4e2a\u4f4d\u7f6e\u3002<\/p>\n<h4>3\u3001\u54c8\u5e0c\u8868<\/h4>\n<p>\u6570\u7ec4\u548c\u94fe\u8868\u6709\u5404\u81ea\u7684\u4f18\u7f3a\u70b9\uff0c\u6570\u7ec4\u80fd\u591f\u65b9\u4fbf\u5b9a\u4f4d\u5230\u4efb\u4f55\u6570\u636e\u9879\uff0c\u4f46\u6269\u5c55\u6027\u8f83\u5dee\uff1b\u94fe\u8868\u5219\u65e0\u6cd5\u63d0\u4f9b\u5feb\u6377\u7684\u6570\u636e\u9879\u5b9a\u4f4d\uff0c\u4f46\u63d2\u5165\u548c\u5220\u9664\u4efb\u610f\u4e00\u4e2a\u6570\u636e\u9879\u90fd\u5f88\u7b80\u5355\u3002\u5f53\u9700\u8981\u5904\u7406\u5927\u89c4\u6a21\u7684\u6570\u636e\u96c6\u5408\u65f6\uff0c\u901a\u5e38\u9700\u8981\u5c06\u6570\u7ec4\u548c\u94fe\u8868\u7684\u4f18\u70b9\u7ed3\u5408\u3002\u901a\u8fc7\u7ed3\u5408\u6570\u7ec4\u548c\u94fe\u8868\u7684\u4f18\u70b9\uff0c\u54c8\u5e0c\u8868\u80fd\u591f\u8fbe\u5230\u8f83\u597d\u7684\u6269\u5c55\u6027\u548c\u8f83\u9ad8\u7684\u8bbf\u95ee\u6548\u7387\u3002<\/p>\n<p>\u867d\u7136\u6bcf\u4e2a\u5f00\u53d1\u8005\u90fd\u53ef\u4ee5\u6784\u5efa\u81ea\u5df1\u7684\u54c8\u5e0c\u8868\uff0c\u4f46\u54c8\u5e0c\u8868\u90fd\u6709\u5171\u540c\u7684\u57fa\u672c\u7ed3\u6784\uff0c\u5982\u4e0b\uff1a<\/p>\n<p><a href=\"https:\/\/yanjingang.com\/blog\/wp-content\/uploads\/2023\/02\/hashmap.png\"><img loading=\"lazy\" class=\"alignnone size-full wp-image-7145\" src=\"https:\/\/yanjingang.com\/blog\/wp-content\/uploads\/2023\/02\/hashmap.png\" alt=\"\" width=\"554\" height=\"153\" srcset=\"https:\/\/yanjingang.com\/blog\/wp-content\/uploads\/2023\/02\/hashmap.png 554w, https:\/\/yanjingang.com\/blog\/wp-content\/uploads\/2023\/02\/hashmap-300x83.png 300w\" sizes=\"(max-width: 554px) 100vw, 554px\" \/><\/a><\/p>\n<p>\u54c8\u5e0c\u6570\u7ec4\u4e2d\u6bcf\u4e2a\u9879\u90fd\u6709\u6307\u9488\u6307\u5411\u4e00\u4e2a\u5c0f\u7684\u94fe\u8868\uff0c\u4e0e\u67d0\u9879\u76f8\u5173\u7684\u6240\u6709\u6570\u636e\u8282\u70b9\u90fd\u4f1a\u88ab\u5b58\u50a8\u5728\u94fe\u8868\u4e2d\u3002\u5f53\u7a0b\u5e8f\u9700\u8981\u8bbf\u95ee\u67d0\u4e2a\u6570\u636e\u8282\u70b9\u65f6\uff0c\u4e0d\u9700\u8981\u904d\u5386\u6574\u4e2a\u54c8\u5e0c\u8868\uff0c\u800c\u662f\u5148\u627e\u5230\u6570\u7ec4\u4e2d\u7684\u9879\uff0c\u7136\u540e\u67e5\u8be2\u5b50\u94fe\u8868\u627e\u5230\u76ee\u6807\u8282\u70b9\u3002\u6bcf\u4e2a\u5b50\u94fe\u8868\u79f0\u4e3a\u4e00\u4e2a\u6876\uff08Bucket\uff09\uff0c\u5982\u4f55\u5b9a\u4f4d\u4e00\u4e2a\u5b58\u50a8\u76ee\u6807\u8282\u70b9\u7684\u6876\uff0c\u7531\u6570\u636e\u8282\u70b9\u7684\u5173\u952e\u5b57\u57dfKey\u548c\u54c8\u5e0c\u51fd\u6570\u5171\u540c\u786e\u5b9a\uff0c\u867d\u7136\u5b58\u5728\u591a\u79cd\u6620\u5c04\u65b9\u6cd5\uff0c\u4f46\u5b9e\u73b0\u54c8\u5e0c\u51fd\u6570\u6700\u5e38\u7528\u7684\u65b9\u6cd5\u8fd8\u662f\u9664\u6cd5\u6620\u5c04\u3002\u9664\u6cd5\u51fd\u6570\u7684\u5f62\u5f0f\u5982\u4e0b\uff1a<\/p>\n<pre class=\"pure-highlightjs\"><code class=\"\">F\uff08k\uff09 = k % D<\/code><\/pre>\n<p>k\u662f\u6570\u636e\u8282\u70b9\u7684\u5173\u952e\u5b57\uff0cD\u662f\u9884\u5148\u8bbe\u8ba1\u7684\u5e38\u91cf\uff0cF\uff08k\uff09\u662f\u6876\u7684\u5e8f\u53f7\uff08\u7b49\u540c\u4e8e\u54c8\u5e0c\u6570\u7ec4\u4e2d\u6bcf\u4e2a\u9879\u7684\u4e0b\u6807\uff09\uff0c\u54c8\u5e0c\u8868\u5b9e\u73b0\u5982\u4e0b\uff1a<\/p>\n<pre class=\"pure-highlightjs\"><code class=\"\">\/\/ \u6570\u636e\u8282\u70b9\u5b9a\u4e49\r\ntemplate &lt;class E, class Key&gt;\r\nclass LinkNode\r\n{\r\npublic:\r\n    LinkNode(const E&amp; e, const Key&amp; k): pNext(NULL), pPrev(NULL)\r\n    {\r\n        data = e;\r\n        key = k;\r\n    }\r\n \r\n    void setNextNode(LinkNode&lt;E, Key&gt;* next)\r\n    {\r\n        pNext = next;\r\n    }\r\n \r\n    LinkNode&lt;E, Key&gt;* Next()const\r\n    {\r\n        return pNext;\r\n    }\r\n \r\n    void setPrevNode(LinkNode&lt;E, Key&gt;* prev)\r\n    {\r\n        pPrev = prev;\r\n    }\r\n \r\n    LinkNode&lt;E, Key&gt;* Prev()const\r\n    {\r\n        return pPrev;\r\n    }\r\n \r\n    E&amp; getData()const\r\n    {\r\n        return data;\r\n    }\r\n \r\n    Key&amp; getKey()const\r\n    {\r\n        return key;\r\n    }\r\n \r\nprivate:\r\n    \/\/ \u6307\u9488\u57df\r\n    LinkNode&lt;E, Key&gt;* pNext;\r\n    LinkNode&lt;E, Key&gt;* pPrev;\r\n    \/\/ \u6570\u636e\u57df\r\n    E data;\/\/ \u6570\u636e\r\n    Key key;\/\/\u5173\u952e\u5b57\r\n};\r\n \r\n\/\/ \u54c8\u5e0c\u8868\u5b9a\u4e49\r\ntemplate &lt;class E, class Key&gt;\r\nclass HashTable\r\n{\r\nprivate:\r\n    typedef LinkNode&lt;E, Key&gt;* LinkNodePtr;\r\n    LinkNodePtr* hashArray;\/\/ \u54c8\u5e0c\u6570\u7ec4\r\n    int size;\/\/ \u54c8\u5e0c\u6570\u7ec4\u5927\u5c0f\r\npublic:\r\n    HashTable(int n = 100);\r\n    ~HashTable();\r\n    bool Insert(const E&amp; data);\r\n    bool Delete(const Key&amp; k);\r\n    bool Search(const Key&amp; k, E&amp; ret)const;\r\nprivate:\r\n    LinkNodePtr searchNode()const;\r\n    \/\/ \u54c8\u5e0c\u51fd\u6570\r\n    int HashFunc(const Key&amp; k)\r\n    {\r\n        return k % size;\r\n    }\r\n};\r\n \r\n\/\/ \u54c8\u5e0c\u8868\u7684\u6784\u9020\u51fd\u6570\r\ntemplate &lt;class E, class Key&gt;\r\nHashTable&lt;E, Key&gt;::HashTable(int n)\r\n{\r\n    size = n;\r\n    hashArray = new LinkNodePtr[size];\r\n    memset(hashArray, 0, size * sizeof(LinkNodePtr));\r\n}\r\n \r\n\/\/ \u54c8\u5e0c\u8868\u7684\u6790\u6784\u51fd\u6570S\r\ntemplate &lt;class E, class Key&gt;\r\nHashTable&lt;E, Key&gt;::~HashTable()\r\n{\r\n    for(int i = 0; i &lt; size; i++)\r\n    {\r\n        if(hashArray[i] != NULL)\r\n        {\r\n            \/\/ \u91ca\u653e\u6bcf\u4e2a\u6876\u7684\u5185\u5b58\r\n            LinkNodePtr p = hashArray[i];\r\n            while(p)\r\n            {\r\n                LinkNodePtr toDel = p;\r\n                p = p-&gt;Next();\r\n                delete toDel;\r\n            }\r\n        }\r\n    }\r\n    delete [] hashArray;\r\n}<\/code><\/pre>\n<p>\u5206\u6790\u4ee3\u7801\uff0c\u54c8\u5e0c\u51fd\u6570\u51b3\u5b9a\u4e86\u4e00\u4e2a\u54c8\u5e0c\u8868\u7684\u6548\u7387\u548c\u6027\u80fd\u3002<\/p>\n<p>\u5f53F\uff08k\uff09=k\u65f6\uff0c\u54c8\u5e0c\u8868\u4e2d\u7684\u6bcf\u4e2a\u6876\u4ec5\u6709\u4e00\u4e2a\u8282\u70b9\uff0c\u54c8\u5e0c\u8868\u662f\u4e00\u4e2a\u4e00\u7ef4\u6570\u7ec4\uff0c\u867d\u7136\u6bcf\u4e2a\u6570\u636e\u8282\u70b9\u7684\u6307\u9488\u4f1a\u9020\u6210\u4e00\u5b9a\u7684\u5185\u5b58\u7a7a\u95f4\u6d6a\u8d39\uff0c\u4f46\u67e5\u627e\u6548\u7387\u6700\u9ad8\uff08\u65f6\u95f4\u590d\u6742\u5ea6O\uff081\uff09\uff09\u3002<\/p>\n<p>\u5f53F\uff08k\uff09=c\u65f6\uff0c\u54c8\u5e0c\u8868\u6240\u6709\u7684\u8282\u70b9\u5b58\u653e\u5728\u4e00\u4e2a\u6876\u4e2d\uff0c\u54c8\u5e0c\u8868\u9000\u5316\u4e3a\u94fe\u8868\uff0c\u540c\u65f6\u8fd8\u52a0\u4e0a\u4e00\u4e2a\u591a\u4f59\u7684\u3001\u57fa\u672c\u4e3a\u7a7a\u7684\u6570\u7ec4\uff0c\u67e5\u627e\u4e00\u4e2a\u8282\u70b9\u7684\u65f6\u95f4\u6548\u7387\u4e3aO\uff08n\uff09\uff0c\u6548\u7387\u6700\u4f4e\u3002<\/p>\n<p>\u56e0\u6b64\uff0c\u6784\u5efa\u4e00\u4e2a\u7406\u60f3\u7684\u54c8\u5e0c\u8868\u9700\u8981\u5c3d\u53ef\u80fd\u7684\u4f7f\u7528\u8ba9\u6570\u636e\u8282\u70b9\u5206\u914d\u66f4\u5747\u5300\u7684\u54c8\u5e0c\u51fd\u6570\uff0c\u540c\u65f6\u54c8\u5e0c\u8868\u7684\u6570\u636e\u7ed3\u6784\u4e5f\u662f\u5f71\u54cd\u5176\u6027\u80fd\u7684\u4e00\u4e2a\u91cd\u8981\u56e0\u7d20\u3002\u4f8b\u5982\uff0c\u6876\u7684\u6570\u91cf\u592a\u5c11\u4f1a\u9020\u6210\u5de8\u5927\u7684\u94fe\u8868\uff0c\u5bfc\u81f4\u67e5\u627e\u6548\u7387\u4f4e\u4e0b\uff0c\u592a\u591a\u7684\u6876\u5219\u4f1a\u5bfc\u81f4\u5185\u5b58\u6d6a\u8d39\u3002\u56e0\u6b64\uff0c\u5728\u8bbe\u8ba1\u548c\u5b9e\u73b0\u54c8\u5e0c\u8868\u524d\uff0c\u9700\u8981\u5206\u6790\u6570\u636e\u8282\u70b9\u7684\u5173\u952e\u503c\uff0c\u6839\u636e\u5176\u5206\u5e03\u6765\u51b3\u5b9a\u9700\u8981\u9020\u591a\u5927\u7684\u54c8\u5e0c\u6570\u7ec4\u548c\u4f7f\u7528\u4ec0\u4e48\u6837\u7684\u54c8\u5e0c\u51fd\u6570\u3002<\/p>\n<p>\u54c8\u5e0c\u8868\u7684\u5b9e\u73b0\u4e2d\uff0c\u6570\u636e\u8282\u70b9\u7684\u7ec4\u7ec7\u65b9\u5f0f\u591a\u79cd\u591a\u6837\uff0c\u5e76\u4e0d\u5c40\u9650\u4e8e\u94fe\u8868\uff0c\u6876\u53ef\u4ee5\u662f\u4e00\u68f5\u6811\uff0c\u4e5f\u53ef\u4ee5\u662f\u4e00\u4e2a\u54c8\u5e0c\u8868\u3002<\/p>\n<h4>4\u3001\u4e8c\u53c9\u6811<\/h4>\n<p>\u4e8c\u53c9\u6811\u662f\u4e00\u79cd\u5e38\u7528\u6570\u636e\u7ed3\u6784\uff0c\u5f00\u53d1\u4eba\u5458\u901a\u5e38\u719f\u77e5\u4e8c\u53c9\u67e5\u627e\u6811\u3002\u5728\u4e00\u68f5\u4e8c\u53c9\u67e5\u627e\u6811\u4e2d\uff0c\u6240\u6709\u8282\u70b9\u7684\u5de6\u5b50\u8282\u70b9\u7684\u5173\u952e\u503c\u90fd\u5c0f\u4e8e\u7b49\u4e8e\u672c\u8eab\uff0c\u800c\u53f3\u5b50\u8282\u70b9\u7684\u5173\u952e\u503c\u5927\u4e8e\u7b49\u4e8e\u672c\u8eab\u3002\u7531\u4e8e\u5e73\u8861\u4e8c\u53c9\u67e5\u627e\u6811\u4e0e\u6709\u5e8f\u6570\u7ec4\u7684\u6298\u534a\u67e5\u627e\u7b97\u6cd5\u539f\u7406\u76f8\u540c\uff0c\u6240\u4ee5\u67e5\u8be2\u6548\u7387\u8981\u8fdc\u9ad8\u4e8e\u94fe\u8868\uff08O\uff08Log2n\uff09\uff09\uff0c\u800c\u94fe\u8868\u4e3aO\uff08n\uff09\u3002\u4f46\u7531\u4e8e\u6811\u4e2d\u6bcf\u4e2a\u8282\u70b9\u90fd\u8981\u4fdd\u5b58\u4e24\u4e2a\u6307\u5411\u5b50\u8282\u70b9\u7684\u6307\u9488\uff0c\u7a7a\u95f4\u4ee3\u4ef7\u8981\u8fdc\u9ad8\u4e8e\u5355\u5411\u94fe\u8868\u548c\u6570\u7ec4\uff0c\u5e76\u4e14\u6811\u4e2d\u6bcf\u4e2a\u8282\u70b9\u7684\u5185\u5b58\u5206\u914d\u662f\u4e0d\u8fde\u7eed\u7684\uff0c\u5bfc\u81f4\u5185\u5b58\u788e\u7247\u5316\u3002\u4f46\u4e8c\u53c9\u6811\u5728\u63d2\u5165\u3001\u5220\u9664\u4ee5\u53ca\u67e5\u627e\u7b49\u64cd\u4f5c\u4e0a\u7684\u826f\u597d\u8868\u73b0\u4f7f\u5176\u6210\u4e3a\u6700\u5e38\u7528\u7684\u6570\u636e\u7ed3\u6784\u4e4b\u4e00\u3002\u4e8c\u53c9\u6811\u7684\u94fe\u8868\u5b9e\u73b0\u5982\u4e0b\uff1a<\/p>\n<pre class=\"pure-highlightjs\"><code class=\"\">template &lt;class T&gt;\r\nclass TreeNode\r\n{\r\npublic:\r\n    TreeNode(const TreeNode&amp; e): left(NULL), right(NULL)\r\n    {\r\n        data = e;\r\n    }\r\n \r\n    TreeNode&lt;T&gt;* Left()const\r\n    {\r\n        return left;\r\n    }\r\n \r\n    TreeNode&lt;T&gt;* Right()const\r\n    {\r\n        return right;\r\n    }\r\nprivate:\r\n    T data;\r\n    TreeNode&lt;T&gt;* left;\r\n    TreeNode&lt;T&gt;* right;\r\n};<\/code><\/pre>\n<p>&nbsp;<\/p>\n<h1>\u4e8c\u3001\u6570\u636e\u7ed3\u6784\u7684\u904d\u5386\u64cd\u4f5c<\/h1>\n<h4>1\u3001\u6570\u7ec4\u7684\u904d\u5386<\/h4>\n<p>\u904d\u5386\u6570\u7ec4\u7684\u64cd\u4f5c\u5f88\u7b80\u5355\uff0c\u65e0\u8bba\u662f\u987a\u5e8f\u8fd8\u662f\u9006\u5e8f\u90fd\u53ef\u4ee5\u904d\u5386\u6570\u7ec4\uff0c\u4e5f\u53ef\u4ee5\u4efb\u610f\u4f4d\u7f6e\u5f00\u59cb\u904d\u5386\u6570\u7ec4\u3002<\/p>\n<h4>2\u3001\u94fe\u8868\u7684\u904d\u5386<\/h4>\n<p>\u8ddf\u8e2a\u6307\u9488\u4fbf\u80fd\u5b8c\u6210\u94fe\u8868\u7684\u904d\u5386\uff1a<\/p>\n<pre class=\"pure-highlightjs\"><code class=\"\">LinkNode&lt;E&gt;* pNode = pFirst;\r\nwhile(pNode)\r\n{\r\n        pNode = pNode-&gt;Next();\r\n        \/\/ do something\r\n}<\/code><\/pre>\n<p>\u53cc\u5411\u94fe\u8868\u53ef\u4ee5\u652f\u6301\u987a\u5e8f\u548c\u9006\u5e8f\u904d\u5386\uff0c\u8df3\u8f6c\u94fe\u8868\u901a\u8fc7\u8fc7\u6ee4\u67d0\u4e9b\u65e0\u7528\u8282\u70b9\u53ef\u4ee5\u5b9e\u73b0\u5feb\u901f\u904d\u5386\u3002<\/p>\n<h4>3\u3001\u54c8\u5e0c\u8868\u7684\u904d\u5386<\/h4>\n<p>\u5982\u679c\u9884\u5148\u77e5\u9053\u6240\u6709\u8282\u70b9\u7684Key\u503c\uff0c\u53ef\u4ee5\u901a\u8fc7Key\u503c\u548c\u54c8\u5e0c\u51fd\u6570\u627e\u5230\u6bcf\u4e00\u4e2a\u975e\u7a7a\u7684\u6876\uff0c\u7136\u540e\u904d\u5386\u6876\u7684\u94fe\u8868\u3002\u5426\u5219\u53ea\u80fd\u901a\u8fc7\u904d\u5386\u54c8\u5e0c\u6570\u7ec4\u7684\u65b9\u5f0f\u904d\u5386\u6bcf\u4e2a\u6876\u3002<\/p>\n<pre class=\"pure-highlightjs\"><code class=\"\">for(int i = 0; i &lt; size; i++)\r\n{\r\n        LinkNodePtr pNode = hashArray[i];\r\n        while(pNode) != NULL)\r\n        {\r\n            \/\/ do something\r\n            pNode = pNode-&gt;Next();\r\n        }\r\n}<\/code><\/pre>\n<h4>4\u3001\u4e8c\u53c9\u6811\u7684\u904d\u5386<\/h4>\n<p>\u904d\u5386\u4e8c\u53c9\u6811\u7531\u4e09\u79cd\u65b9\u5f0f\uff1a\u524d\u5e8f\uff0c\u4e2d\u5e8f\uff0c\u540e\u5e8f\uff0c\u4e09\u79cd\u904d\u5386\u65b9\u5f0f\u7684\u9012\u5f52\u5b9e\u73b0\u5982\u4e0b\uff1a<\/p>\n<pre class=\"pure-highlightjs\"><code class=\"\">\/\/ \u524d\u5e8f\u904d\u5386\r\ntemplate &lt;class E&gt;\r\nvoid PreTraverse(TreeNode&lt;E&gt;* pNode)\r\n{\r\n    if(pNode != NULL)\r\n    {\r\n        \/\/ do something\r\n        doSothing(pNode);\r\n        PreTraverse(pNode-&gt;Left());\r\n        PreTraverse(pNode-&gt;Right());\r\n    }\r\n}\r\n \r\n\/\/ \u4e2d\u5e8f\u904d\u5386\r\ntemplate &lt;class E&gt;\r\nvoid InTraverse(TreeNode&lt;E&gt;* pNode)\r\n{\r\n    if(pNode != NULL)\r\n    {\r\n        InTraverse(pNode-&gt;Left());\r\n        \/\/ do something\r\n        doSothing(pNode);\r\n        InTraverse(pNode-&gt;Right());\r\n    }\r\n}\r\n \r\n\/\/ \u540e\u5e8f\u904d\u5386\r\ntemplate &lt;class E&gt;\r\nvoid PostTraverse(TreeNode&lt;E&gt;* pNode)\r\n{\r\n    if(pNode != NULL)\r\n    {\r\n        PostTraverse(pNode-&gt;Left());\r\n        PostTraverse(pNode-&gt;Right());\r\n        \/\/ do something\r\n        doSothing(pNode);\r\n    }\r\n}<\/code><\/pre>\n<p>\u4f7f\u7528\u9012\u5f52\u65b9\u5f0f\u5bf9\u4e8c\u53c9\u6811\u8fdb\u884c\u904d\u5386\u7684\u7f3a\u70b9\u4e3b\u8981\u662f\u968f\u7740\u6811\u7684\u6df1\u5ea6\u589e\u52a0\uff0c\u7a0b\u5e8f\u5bf9\u51fd\u6570\u6808\u7a7a\u95f4\u7684\u4f7f\u7528\u8d8a\u6765\u8d8a\u591a\uff0c\u7531\u4e8e\u6808\u7a7a\u95f4\u7684\u5927\u5c0f\u6709\u9650\uff0c\u9012\u5f52\u65b9\u5f0f\u904d\u5386\u53ef\u80fd\u4f1a\u5bfc\u81f4\u5185\u5b58\u8017\u5c3d\u3002\u89e3\u51b3\u529e\u6cd5\u4e3b\u8981\u6709\u4e24\u4e2a\uff1a\u4e00\u662f\u4f7f\u7528\u975e\u9012\u5f52\u7b97\u6cd5\u5b9e\u73b0\u524d\u5e8f\u3001\u4e2d\u5e8f\u3001\u540e\u5e8f\u904d\u5386\uff0c\u5373\u4eff\u7167\u9012\u5f52\u7b97\u6cd5\u6267\u884c\u65f6\u51fd\u6570\u5de5\u4f5c\u6808\u7684\u53d8\u5316\u72b6\u51b5\uff0c\u5efa\u7acb\u4e00\u4e2a\u6808\u5bf9\u5f53\u524d\u904d\u5386\u8def\u5f84\u4e0a\u7684\u8282\u70b9\u8fdb\u884c\u8bb0\u5f55\uff0c\u6839\u636e\u6808\u9876\u5143\u7d20\u662f\u5426\u5b58\u5728\u5de6\u53f3\u8282\u70b9\u7684\u4e0d\u540c\u60c5\u51b5\uff0c\u51b3\u5b9a\u4e0b\u4e00\u6b65\u64cd\u4f5c\uff08\u5c06\u5b50\u8282\u70b9\u5165\u6808\u6216\u5f53\u524d\u8282\u70b9\u9000\u6808\uff09\uff0c\u4ece\u800c\u5b8c\u6210\u4e8c\u53c9\u6811\u7684\u904d\u5386\uff1b\u4e8c\u662f\u4f7f\u7528\u7ebf\u7d22\u4e8c\u53c9\u6811\uff0c\u5373\u6839\u636e\u904d\u5386\u89c4\u5219\uff0c\u5728\u6bcf\u4e2a\u53f6\u5b50\u8282\u70b9\u589e\u52a0\u6307\u5411\u540e\u7eed\u8282\u70b9\u7684\u6307\u9488\u3002<\/p>\n<h1>\u4e09\u3001\u6570\u636e\u7ed3\u6784\u7684\u63d2\u5165\u64cd\u4f5c<\/h1>\n<h4>1\u3001\u6570\u7ec4\u7684\u63d2\u5165<\/h4>\n<p>\u7531\u4e8e\u6570\u7ec4\u4e2d\u7684\u6240\u6709\u6570\u636e\u8282\u70b9\u90fd\u4fdd\u5b58\u5728\u8fde\u7eed\u7684\u5185\u5b58\u4e2d\uff0c\u6240\u4ee5\u63d2\u5165\u65b0\u7684\u8282\u70b9\u9700\u8981\u79fb\u52a8\u63d2\u5165\u4f4d\u7f6e\u4e4b\u540e\u7684\u6240\u6709\u8282\u70b9\u4ee5\u817e\u51fa\u7a7a\u95f4\uff0c\u624d\u80fd\u6b63\u786e\u5730\u5c06\u65b0\u8282\u70b9\u590d\u5236\u5230\u63d2\u5165\u4f4d\u7f6e\u3002\u5982\u679c\u6070\u597d\u6570\u7ec4\u5df2\u6ee1\uff0c\u8fd8\u9700\u8981\u91cd\u65b0\u5efa\u7acb\u4e00\u4e2a\u65b0\u7684\u5bb9\u91cf\u66f4\u5927\u7684\u6570\u7ec4\uff0c\u5c06\u539f\u6570\u7ec4\u7684\u6240\u6709\u8282\u70b9\u62f7\u8d1d\u5230\u65b0\u6570\u7ec4\uff0c\u56e0\u6b64\u6570\u7ec4\u7684\u63d2\u5165\u64cd\u4f5c\u4e0e\u5176\u5b83\u6570\u636e\u7ed3\u6784\u76f8\u6bd4\uff0c\u65f6\u95f4\u590d\u6742\u5ea6\u66f4\u9ad8\u3002<\/p>\n<p>\u5982\u679c\u5411\u4e00\u4e2a\u672a\u6ee1\u7684\u6570\u7ec4\u63d2\u5165\u8282\u70b9\uff0c\u6700\u597d\u7684\u60c5\u51b5\u662f\u63d2\u5165\u5230\u6570\u7ec4\u7684\u672b\u5c3e\uff0c\u65f6\u95f4\u590d\u6742\u5ea6\u662fO\uff081\uff09\uff0c\u6700\u574f\u60c5\u51b5\u662f\u63d2\u5165\u5230\u6570\u7ec4\u5934\u90e8\uff0c\u9700\u8981\u79fb\u52a8\u6570\u7ec4\u7684\u6240\u6709\u8282\u70b9\uff0c\u65f6\u95f4\u590d\u6742\u5ea6\u662fO\uff08n\uff09\u3002<\/p>\n<p>\u5982\u679c\u5411\u4e00\u4e2a\u6ee1\u6570\u7ec4\u63d2\u5165\u8282\u70b9\uff0c\u901a\u5e38\u505a\u6cd5\u662f\u5148\u521b\u5efa\u4e00\u4e2a\u66f4\u5927\u7684\u6570\u7ec4\uff0c\u7136\u540e\u5c06\u539f\u6570\u7ec4\u7684\u6240\u6709\u8282\u70b9\u62f7\u8d1d\u5230\u65b0\u6570\u7ec4\uff0c\u540c\u65f6\u63d2\u5165\u65b0\u8282\u70b9\uff0c\u6700\u540e\u5220\u9664\u5143\u6570\u7ec4\uff0c\u65f6\u95f4\u590d\u6742\u5ea6\u4e3aO\uff08n\uff09\u3002\u5728\u5220\u9664\u5143\u6570\u7ec4\u4e4b\u524d\uff0c\u4e24\u4e2a\u6570\u7ec4\u5fc5\u987b\u5e76\u5b58\u4e00\u6bb5\u65f6\u95f4\uff0c\u7a7a\u95f4\u5f00\u9500\u8f83\u5927\u3002<\/p>\n<h4>2\u3001\u94fe\u8868\u7684\u63d2\u5165<\/h4>\n<p>\u5728\u94fe\u8868\u4e2d\u63d2\u5165\u4e00\u4e2a\u65b0\u8282\u70b9\u5f88\u7b80\u5355\uff0c\u5bf9\u4e8e\u5355\u94fe\u8868\u53ea\u9700\u8981\u4fee\u6539\u63d2\u5165\u4f4d\u7f6e\u4e4b\u524d\u8282\u70b9\u7684pNext\u6307\u9488\u4f7f\u5176\u6307\u5411\u672c\u8282\u70b9\uff0c\u7136\u540e\u5c06\u672c\u8282\u70b9\u7684pNext\u6307\u9488\u6307\u5411\u4e0b\u4e00\u4e2a\u8282\u70b9\u5373\u53ef\uff08\u5bf9\u4e8e\u94fe\u8868\u5934\u4e0d\u5b58\u5728\u4e0a\u4e00\u4e2a\u8282\u70b9\uff0c\u5bf9\u4e8e\u94fe\u8868\u5c3e\u4e0d\u5b58\u5728\u4e0b\u4e00\u4e2a\u8282\u70b9\uff09\u3002\u5bf9\u4e8e\u53cc\u5411\u94fe\u8868\u548c\u8df3\u8f6c\u94fe\u8868\uff0c\u9700\u8981\u4fee\u6539\u76f8\u5173\u8282\u70b9\u7684\u6307\u9488\u3002\u94fe\u8868\u7684\u63d2\u5165\u64cd\u4f5c\u4e0e\u957f\u5ea6\u65e0\u5173\uff0c\u65f6\u95f4\u590d\u6742\u5ea6\u4e3aO\uff081\uff09\uff0c\u5f53\u7136\u94fe\u8868\u7684\u63d2\u5165\u64cd\u4f5c\u901a\u5e38\u4f1a\u4f34\u968f\u94fe\u8868\u63d2\u5165\u8282\u70b9\u4f4d\u7f6e\u7684\u5b9a\u4f4d\uff0c\u9700\u8981\u4e00\u5b9a\u65f6\u95f4\u3002<\/p>\n<h4>3\u3001\u54c8\u5e0c\u8868\u7684\u63d2\u5165<\/h4>\n<p>\u5728\u54c8\u5e0c\u8868\u4e2d\u63d2\u5165\u4e00\u4e2a\u8282\u70b9\u9700\u8981\u5b8c\u6210\u4e24\u90e8\u64cd\u4f5c\uff0c\u5b9a\u4f4d\u6876\u5e76\u5411\u94fe\u8868\u63d2\u5165\u8282\u70b9\u3002<\/p>\n<pre class=\"pure-highlightjs\"><code class=\"\">template &lt;class E, class Key&gt;\r\nbool HashTable&lt;E, Key&gt;::Insert(const E&amp; data)\r\n{\r\n    Key k = data;\/\/ \u63d0\u53d6\u5173\u952e\u5b57\r\n    \/\/ \u521b\u5efa\u4e00\u4e2a\u65b0\u8282\u70b9\r\n    LinkNodePtr pNew = new LinkNodePtr(data, k);\r\n    int index = HashFunc(k);\/\/\u5b9a\u4f4d\u6876\r\n    LinkNodePtr p = hashArray[index];\r\n    \/\/ \u5982\u679c\u662f\u7a7a\u6876\uff0c\u76f4\u63a5\u63d2\u5165\r\n    if(NULL == p)\r\n    {\r\n        hashArray[index] = pNew;\r\n        return true;\r\n    }\r\n    \/\/ \u5728\u8868\u5934\u63d2\u5165\u8282\u70b9\r\n    hashArray[index] = pNew;\r\n    pNew-&gt;SetNextNode(p);\r\n    p-&gt;SetPrevNode(pNew);\r\n    return true;\r\n}<\/code><\/pre>\n<p>\u54c8\u5e0c\u8868\u63d2\u5165\u64cd\u4f5c\u7684\u65f6\u95f4\u590d\u6742\u5ea6\u4e3aO\uff081\uff09\uff0c\u5982\u679c\u6876\u7684\u94fe\u8868\u662f\u6709\u5e8f\u7684\uff0c\u9700\u8981\u82b1\u65f6\u95f4\u5b9a\u4f4d\u94fe\u8868\u4e2d\u63d2\u5165\u7684\u4f4d\u7f6e\uff0c\u5982\u679c\u94fe\u8868\u957f\u5ea6\u4e3aM\uff0c\u5219\u65f6\u95f4\u590d\u6742\u5ea6\u4e3aO\uff08M\uff09\u3002<\/p>\n<h4>4\u3001\u4e8c\u53c9\u6811\u7684\u63d2\u5165<\/h4>\n<p>\u4e8c\u53c9\u6811\u7684\u7ed3\u6784\u76f4\u63a5\u5f71\u54cd\u63d2\u5165\u64cd\u4f5c\u7684\u6548\u7387\uff0c\u5bf9\u4e8e\u5e73\u8861\u4e8c\u53c9\u67e5\u627e\u6811\uff0c\u63d2\u5165\u8282\u70b9\u7684\u65f6\u95f4\u590d\u6742\u5ea6\u4e3aO\uff08Log2N\uff09\u3002\u5bf9\u4e8e\u975e\u5e73\u8861\u4e8c\u53c9\u6811\uff0c\u63d2\u5165\u8282\u70b9\u7684\u65f6\u95f4\u590d\u6742\u5ea6\u6bd4\u8f83\u9ad8\uff0c\u5728\u6700\u574f\u60c5\u51b5\u4e0b\uff0c\u975e\u5e73\u8861\u4e8c\u53c9\u6811\u6240\u6709\u7684left\u8282\u70b9\u90fd\u4e3aNULL\uff0c\u4e8c\u53c9\u6811\u9000\u5316\u4e3a\u94fe\u8868\uff0c\u63d2\u5165\u8282\u70b9\u65b0\u8282\u70b9\u7684\u65f6\u95f4\u590d\u6742\u5ea6\u4e3aO\uff08n\uff09\u3002<\/p>\n<p>\u5f53\u8282\u70b9\u6570\u91cf\u5f88\u591a\u65f6\uff0c\u5bf9\u5e73\u8861\u4e8c\u53c9\u6811\u4e2d\u8fdb\u884c\u63d2\u5165\u64cd\u4f5c\u7684\u6548\u7387\u8981\u8fdc\u9ad8\u4e8e\u975e\u5e73\u8861\u4e8c\u53c9\u6811\u3002\u5de5\u7a0b\u5f00\u53d1\u4e2d\uff0c\u901a\u5e38\u907f\u514d\u975e\u5e73\u8861\u4e8c\u53c9\u6811\u7684\u51fa\u73b0\uff0c\u6216\u662f\u5c06\u975e\u5e73\u8861\u4e8c\u53c9\u6811\u8f6c\u6362\u4e3a\u5e73\u8861\u4e8c\u53c9\u6811\u3002\u7b80\u5355\u505a\u6cd5\u5982\u4e0b\uff1a<\/p>\n<p>\uff081\uff09\u4e2d\u5e8f\u904d\u5386\u975e\u5e73\u8861\u4e8c\u53c9\u6811\uff0c\u5728\u4e00\u4e2a\u6570\u7ec4\u4e2d\u4fdd\u5b58\u6240\u6709\u7684\u8282\u70b9\u7684\u6307\u9488\u3002<\/p>\n<p>\uff082\uff09\u7531\u4e8e\u6570\u7ec4\u4e2d\u6240\u6709\u5143\u7d20\u90fd\u662f\u6709\u5e8f\u6392\u5217\u7684\uff0c\u53ef\u4ee5\u4f7f\u7528\u6298\u534a\u67e5\u627e\u904d\u5386\u6570\u7ec4\uff0c\u81ea\u4e0a\u800c\u4e0b\u9010\u5c42\u6784\u5efa\u5e73\u8861\u4e8c\u53c9\u6811\u3002<\/p>\n<h1>\u56db\u3001\u6570\u636e\u7ed3\u6784\u7684\u5220\u9664\u64cd\u4f5c<\/h1>\n<h4>1\u3001\u6570\u7ec4\u7684\u5220\u9664<\/h4>\n<p>\u4ece\u6570\u7ec4\u4e2d\u5220\u9664\u8282\u70b9\uff0c\u5982\u679c\u9700\u8981\u6570\u7ec4\u6ca1\u6709\u7a7a\u6d1e\uff0c\u9700\u8981\u5728\u5220\u9664\u8282\u70b9\u540e\u5c06\u5176\u540e\u6240\u6709\u8282\u70b9\u5411\u524d\u79fb\u52a8\u3002\u6700\u574f\u60c5\u51b5\u4e0b\uff08\u5220\u9664\u9996\u8282\u70b9\uff09\uff0c\u65f6\u95f4\u590d\u6742\u5ea6\u4e3aO\uff08n\uff09\uff0c\u6700\u597d\u60c5\u51b5\u4e0b\uff08\u5220\u9664\u5c3e\u8282\u70b9\uff09\uff0c\u65f6\u95f4\u590d\u6742\u5ea6\u4e3aO\uff081\uff09\u3002<\/p>\n<p>\u5728\u67d0\u4e9b\u573a\u5408\uff08\u5982\u52a8\u6001\u6570\u7ec4\uff09\uff0c\u5f53\u5220\u9664\u5b8c\u6210\u540e\u5982\u679c\u6570\u7ec4\u4e2d\u5b58\u5728\u5927\u91cf\u7a7a\u95f2\u4f4d\u7f6e\uff0c\u5219\u9700\u8981\u7f29\u5c0f\u6570\u7ec4\uff0c\u5373\u521b\u5efa\u4e00\u4e2a\u8f83\u5c0f\u7684\u65b0\u6570\u7ec4\uff0c\u5c06\u539f\u6570\u7ec4\u4e2d\u6240\u6709\u8282\u70b9\u62f7\u8d1d\u5230\u65b0\u6570\u7ec4\uff0c\u518d\u5c06\u539f\u6570\u7ec4\u5220\u9664\u3002\u56e0\u6b64\uff0c\u4f1a\u5bfc\u81f4\u8f83\u5927\u7684\u7a7a\u95f4\u4e0e\u65f6\u95f4\u5f00\u9500\uff0c\u5e94\u8c28\u614e\u8bbe\u7f6e\u6570\u7ec4\u7684\u5927\u5c0f\uff0c\u5373\u8981\u5c3d\u91cf\u907f\u514d\u5185\u5b58\u7a7a\u95f4\u7684\u6d6a\u8d39\u4e5f\u8981\u51cf\u5c11\u6570\u7ec4\u7684\u653e\u5927\u6216\u7f29\u5c0f\u64cd\u4f5c\u3002\u901a\u5e38\uff0c\u6bcf\u5f53\u9700\u8981\u5220\u9664\u6570\u7ec4\u4e2d\u7684\u67d0\u4e2a\u8282\u70b9\u65f6\uff0c\u5e76\u4e0d\u5c06\u5176\u771f\u6b63\u5220\u9664\uff0c\u800c\u662f\u5728\u8282\u70b9\u7684\u4f4d\u7f6e\u8bbe\u8ba1\u4e00\u4e2a\u6807\u8bb0\u4f4dbDelete\uff0c\u5c06\u5176\u8bbe\u7f6e\u4e3atrue\uff0c\u540c\u65f6\u7981\u6b62\u5176\u5b83\u7a0b\u5e8f\u4f7f\u7528\u672c\u8282\u70b9\uff0c\u5f85\u6570\u7ec4\u4e2d\u9700\u8981\u5220\u9664\u7684\u8282\u70b9\u8fbe\u5230\u4e00\u5b9a\u9608\u503c\u65f6\uff0c\u518d\u7edf\u4e00\u5220\u9664\uff0c\u907f\u514d\u591a\u6b21\u79fb\u52a8\u8282\u70b9\u64cd\u4f5c\uff0c\u964d\u4f4e\u65f6\u95f4\u590d\u6742\u5ea6\u3002<\/p>\n<h4>2\u3001\u94fe\u8868\u7684\u5220\u9664<\/h4>\n<p>\u94fe\u8868\u4e2d\u5220\u9664\u8282\u70b9\u7684\u64cd\u4f5c\uff0c\u76f4\u63a5\u5c06\u88ab\u5220\u9664\u8282\u70b9\u7684\u4e0a\u4e00\u8282\u70b9\u7684\u6307\u9488\u6307\u5411\u88ab\u5220\u9664\u8282\u70b9\u7684\u4e0b\u4e00\u8282\u70b9\u5373\u53ef\uff0c\u5220\u9664\u64cd\u4f5c\u7684\u65f6\u95f4\u590d\u6742\u5ea6\u662fO\uff081\uff09\u3002<\/p>\n<h4>3\u3001\u54c8\u5e0c\u8868\u7684\u5220\u9664<\/h4>\n<p>\u4ece\u54c8\u5e0c\u8868\u4e2d\u5220\u9664\u4e00\u4e2a\u8282\u70b9\u7684\u64cd\u4f5c\u5982\u4e0b\uff1a\u9996\u5148\u901a\u8fc7\u54c8\u5e0c\u51fd\u6570\u548c\u94fe\u8868\u904d\u5386\uff08\u6876\u7531\u94fe\u8868\u5b9e\u73b0\uff09\u627e\u5230\u5f85\u5220\u9664\u8282\u70b9\uff0c\u7136\u540e\u5220\u9664\u8282\u70b9\u5e76\u91cd\u65b0\u8bbe\u7f6e\u524d\u5411\u548c\u540e\u5411\u6307\u9488\u3002\u5982\u679c\u88ab\u5220\u9664\u8282\u70b9\u662f\u6876\u7684\u9996\u8282\u70b9\uff0c\u5219\u5c06\u6876\u7684\u5934\u6307\u9488\u6307\u5411\u540e\u7eed\u8282\u70b9\u3002<\/p>\n<pre class=\"pure-highlightjs\"><code class=\"\">\r\ntemplate &lt;class E, class Key&gt;\r\nbool HashTable&lt;E, Key&gt;::Delete(const Key&amp; k)\r\n{\r\n    \/\/ \u627e\u5230\u5173\u952e\u503c\u5339\u914d\u7684\u8282\u70b9\r\n    LinkNodePtr p = SearchNode(k);\r\n \r\n    if(NULL == p)\r\n    {\r\n        return false;\r\n    }\r\n \r\n    \/\/ \u4fee\u6539\u524d\u5411\u8282\u70b9\u548c\u540e\u5411\u8282\u70b9\u7684\u6307\u9488\r\n    LinkNodePtr pPrev = p-&gt;Prev();\r\n    if(pPrev)\r\n    {\r\n        LinkNodePtr pNext = p-&gt;Next();\r\n        if(pNext)\r\n        {\r\n            pNext-&gt;SetPrevNode(pPrev);\r\n            pPrev-&gt;SetNextNode(pNext);\r\n        }\r\n        else\r\n        {\r\n            \/\/ \u5982\u679c\u524d\u5411\u8282\u70b9\u4e3aNULL\uff0c\u5219\u5f53\u524d\u8282\u70b9p\u4e3a\u9996\u8282\u70b9\r\n            \/\/ \u4fee\u6539\u54c8\u5e0c\u6570\u7ec4\u4e2d\u7684\u8282\u70b9\u7684\u6307\u9488\uff0c\u4f7f\u5176\u6307\u5411\u540e\u5411\u8282\u70b9\u3002\r\n            int index = HashFunc(k);\r\n            hashArray[index] = p-&gt;Next();\r\n            if(p-&gt;Next() != NULL)\r\n            {\r\n                p-&gt;Next()-&gt;SetPrevNode(NULL);\r\n            }\r\n        }\r\n    }\r\n    delete p;\r\n \r\n    return true;\r\n}<\/code><\/pre>\n<h4>4\u3001\u4e8c\u53c9\u6811\u7684\u5220\u9664<\/h4>\n<p>\u4ece\u4e8c\u53c9\u6811\u5220\u9664\u4e00\u4e2a\u8282\u70b9\u9700\u8981\u6839\u636e\u60c5\u51b5\u8ba8\u8bba\uff1a<\/p>\n<p>\uff081\uff09\u5982\u679c\u8282\u70b9\u662f\u53f6\u5b50\u8282\u70b9\uff0c\u76f4\u63a5\u5220\u9664\u3002<\/p>\n<p>\uff082\uff09\u5982\u679c\u5220\u9664\u8282\u70b9\u4ec5\u6709\u4e00\u4e2a\u5b50\u8282\u70b9\uff0c\u5219\u5c06\u5b50\u8282\u70b9\u66ff\u6362\u88ab\u5220\u9664\u8282\u70b9\u3002<\/p>\n<p>\uff083\uff09\u5982\u679c\u5220\u9664\u8282\u70b9\u7684\u5de6\u53f3\u5b50\u8282\u70b9\u90fd\u5b58\u5728\uff0c\u7531\u4e8e\u6bcf\u4e2a\u5b50\u8282\u70b9\u90fd\u53ef\u80fd\u6709\u81ea\u5df1\u7684\u5b50\u6811\uff0c\u9700\u8981\u627e\u5230\u5b50\u6811\u4e2d\u5408\u9002\u7684\u8282\u70b9\uff0c\u5e76\u5c06\u5176\u7acb\u4e3a\u65b0\u7684\u6839\u8282\u70b9\uff0c\u5e76\u6574\u5408\u4e24\u68f5\u5b50\u6811\uff0c\u91cd\u65b0\u52a0\u5165\u5230\u539f\u4e8c\u53c9\u6811\u3002<\/p>\n<h1>\u4e94\u3001\u6570\u636e\u7ed3\u6784\u7684\u6392\u5e8f\u64cd\u4f5c<\/h1>\n<h4>1\u3001\u6570\u7ec4\u7684\u6392\u5e8f<\/h4>\n<p>\u6570\u7ec4\u7684\u6392\u5e8f\u5305\u62ec\u5192\u6ce1\u3001\u9009\u62e9\u3001\u63d2\u5165\u7b49\u6392\u5e8f\u65b9\u6cd5\u3002<\/p>\n<pre class=\"pure-highlightjs\"><code class=\"\">template &lt;typename T&gt;\r\nvoid Swap(T&amp; a, T&amp; b)\r\n{\r\n  T temp;\r\n  temp = a;\r\n  a = b;\r\n  b = temp;\r\n}<\/code><\/pre>\n<p>\u5192\u6ce1\u6392\u5e8f\u5b9e\u73b0\uff1a<\/p>\n<pre class=\"pure-highlightjs\"><code class=\"\">template &lt;typename T&gt;\r\nstatic void Bubble(T array[], int len, bool min2max = true)\r\n{\r\n    bool exchange = true;\r\n    \/\/\u904d\u5386\u6240\u6709\u5143\u7d20\r\n    for(int i = 0; (i &lt; len) &amp;&amp; exchange; i++)\r\n    {\r\n            exchange = false;\r\n            \/\/\u5c06\u5c3e\u90e8\u5143\u7d20\u4e0e\u524d\u9762\u7684\u6bcf\u4e2a\u5143\u7d20\u4f5c\u6bd4\u8f83\u4ea4\u6362\r\n            for(int j = len - 1; j &gt; i; j--)\r\n            {\r\n                    if(min2max?(array[j] &lt; array[j-1]):(array[j] &gt; array[j-1]))\r\n                    {\r\n                            \/\/\u4ea4\u6362\u5143\u7d20\u4f4d\u7f6e\r\n                            Swap(array[j], array[j-1]);\r\n                            exchange = true;\r\n                    }\r\n            }\r\n    }\r\n}<\/code><\/pre>\n<p>\u5192\u6ce1\u6392\u5e8f\u7684\u65f6\u95f4\u590d\u6742\u5ea6\u4e3aO\uff08n^2\uff09\uff0c\u5192\u6ce1\u6392\u5e8f\u662f\u7a33\u5b9a\u7684\u6392\u5e8f\u65b9\u6cd5\u3002<\/p>\n<p>\u9009\u62e9\u6392\u5e8f\u5b9e\u73b0\uff1a<\/p>\n<pre class=\"pure-highlightjs\"><code class=\"\">template &lt;typename T&gt;\r\nvoid Select(T array[], int len, bool min2max = true)\r\n{\r\n for(int i = 0; i &lt; len; i++)\r\n {\r\n     int min = i;\/\/\u4ece\u7b2ci\u4e2a\u5143\u7d20\u5f00\u59cb\r\n     \/\/\u5bf9\u5f85\u6392\u5e8f\u7684\u5143\u7d20\u8fdb\u884c\u6bd4\u8f83\r\n     for(int j = i + 1; j &lt; len; j++)\r\n     {\r\n         \/\/\u6309\u6392\u5e8f\u7684\u65b9\u5f0f\u9009\u62e9\u6bd4\u8f83\u65b9\u5f0f\r\n         if(min2max?(array[min] &gt; array[j]):(array[min] &lt; array[j]))\r\n         {\r\n             min = j;\r\n         }\r\n     }\r\n \r\n     if(min != i)\r\n     {\r\n        \/\/\u5143\u7d20\u4ea4\u6362\r\n        Swap(array[i], array[min]);\r\n     }\r\n }\r\n}<\/code><\/pre>\n<p>\u9009\u62e9\u6392\u5e8f\u7684\u65f6\u95f4\u590d\u6742\u5ea6\u4e3aO\uff08n^2\uff09\uff0c\u9009\u62e9\u6392\u5e8f\u662f\u4e0d\u7a33\u5b9a\u7684\u6392\u5e8f\u65b9\u6cd5\u3002<\/p>\n<p>\u63d2\u5165\u6392\u5e8f\u5b9e\u73b0\uff1a<\/p>\n<pre class=\"pure-highlightjs\"><code class=\"\">template &lt;typename T&gt;\r\nvoid Select(T array[], int len, bool min2max = true)\r\n{\r\n  for(int i = 0; i &lt; len; i++)\r\n  {\r\n      int min = i;\/\/\u4ece\u7b2ci\u4e2a\u5143\u7d20\u5f00\u59cb\r\n      \/\/\u5bf9\u5f85\u6392\u5e8f\u7684\u5143\u7d20\u8fdb\u884c\u6bd4\u8f83\r\n      for(int j = i + 1; j &lt; len; j++)\r\n      {\r\n          \/\/\u6309\u6392\u5e8f\u7684\u65b9\u5f0f\u9009\u62e9\u6bd4\u8f83\u65b9\u5f0f\r\n          if(min2max?(array[min] &gt; array[j]):(array[min] &lt; array[j]))\r\n          {\r\n              min = j;\r\n          }\r\n      }\r\n \r\n      if(min != i)\r\n      {\r\n         \/\/\u5143\u7d20\u4ea4\u6362\r\n         Swap(array[i], array[min]);\r\n      }\r\n  }\r\n}<\/code><\/pre>\n<p>\u63d2\u5165\u6392\u5e8f\u7684\u65f6\u95f4\u590d\u6742\u5ea6\u4e3aO\uff08n^2\uff09\uff0c\u63d2\u5165\u6392\u5e8f\u662f\u7a33\u5b9a\u7684\u6392\u5e8f\u65b9\u6cd5\u3002<\/p>\n<h4>2\u3001\u94fe\u8868\u7684\u6392\u5e8f<\/h4>\n<p>\u867d\u7136\u94fe\u8868\u5728\u63d2\u5165\u548c\u5220\u9664\u64cd\u4f5c\u4e0a\u6027\u80fd\u4f18\u8d8a\uff0c\u4f46\u6392\u5e8f\u590d\u6742\u5ea6\u5374\u5f88\u9ad8\uff0c\u5c24\u5176\u662f\u5355\u5411\u94fe\u8868\u3002\u7531\u4e8e\u94fe\u8868\u4e2d\u8bbf\u95ee\u67d0\u4e2a\u8282\u70b9\u9700\u8981\u4f9d\u8d56\u5176\u5b83\u8282\u70b9\uff0c\u4e0d\u80fd\u6839\u636e\u4e0b\u6807\u76f4\u63a5\u5b9a\u4f4d\u5230\u4efb\u610f\u4e00\u9879\uff0c\u56e0\u6b64\u8282\u70b9\u5b9a\u4f4d\u7684\u65f6\u95f4\u590d\u6742\u5ea6\u4e3aO\uff08N\uff09\uff0c\u6392\u5e8f\u6548\u7387\u4f4e\u4e0b\u3002<\/p>\n<p>\u5de5\u7a0b\u5f00\u53d1\u4e2d\uff0c\u53ef\u4ee5\u4f7f\u7528\u6570\u7ec4\u94fe\u8868\uff0c\u5f53\u9700\u8981\u6392\u5e8f\u65f6\u6784\u9020\u4e00\u4e2a\u6570\u7ec4\uff0c\u5b58\u653e\u94fe\u8868\u4e2d\u6bcf\u4e2a\u8282\u70b9\u7684\u6307\u9488\u3002\u5728\u6392\u5e8f\u8fc7\u7a0b\u4e2d\u901a\u8fc7\u6570\u7ec4\u5b9a\u4f4d\u6bcf\u4e2a\u8282\u70b9\uff0c\u5e76\u5b9e\u73b0\u8282\u70b9\u7684\u4ea4\u6362\u3002<\/p>\n<p>\u94fe\u8868\u6570\u7ec4\u4e3a\u76f4\u63a5\u8bbf\u95ee\u94fe\u8868\u7684\u8282\u70b9\u63d0\u4f9b\u4e86\u4fbf\u5229\uff0c\u4f46\u662f\u4f7f\u7528\u7a7a\u95f4\u6362\u65f6\u95f4\u7684\u65b9\u6cd5\uff0c\u5982\u679c\u5e0c\u671b\u5f97\u5230\u4e00\u4e2a\u6709\u5e8f\u94fe\u8868\uff0c\u6700\u597d\u662f\u5728\u6784\u5efa\u94fe\u8868\u65f6\u5c06\u6bcf\u4e2a\u8282\u70b9\u63d2\u5165\u5230\u5408\u9002\u7684\u4f4d\u7f6e\u3002<\/p>\n<h4>3\u3001\u54c8\u5e0c\u8868\u7684\u6392\u5e8f<\/h4>\n<p>\u7531\u4e8e\u91c7\u7528\u54c8\u5e0c\u51fd\u6570\u8bbf\u95ee\u6bcf\u4e2a\u6876\uff0c\u56e0\u6b64\u54c8\u5e0c\u8868\u4e2d\u5bf9\u54c8\u5e0c\u6570\u7ec4\u6392\u5e8f\u6beb\u65e0\u610f\u4e49\uff0c\u4f46\u5177\u4f53\u8282\u70b9\u7684\u5b9a\u4f4d\u9700\u8981\u901a\u8fc7\u67e5\u8be2\u6bcf\u4e2a\u6876\u94fe\u8868\u5b8c\u6210\uff08\u6876\u7531\u94fe\u8868\u5b9e\u73b0\uff09\uff0c\u5c06\u6876\u7684\u94fe\u8868\u6392\u5e8f\u53ef\u4ee5\u63d0\u9ad8\u8282\u70b9\u7684\u67e5\u8be2\u6548\u7387\u3002<\/p>\n<h4>4\u3001\u4e8c\u53c9\u6811\u7684\u6392\u5e8f<\/h4>\n<p>\u5bf9\u4e8e\u4e8c\u53c9\u67e5\u627e\u6811\uff0c\u5176\u672c\u8eab\u662f\u6709\u5e8f\u7684\uff0c\u4e2d\u5e8f\u904d\u5386\u53ef\u4ee5\u5f97\u5230\u4e8c\u53c9\u67e5\u627e\u6811\u6709\u5e8f\u7684\u8282\u70b9\u8f93\u51fa\u3002\u5bf9\u4e8e\u672a\u6392\u5e8f\u7684\u4e8c\u53c9\u6811\uff0c\u6240\u6709\u8282\u70b9\u88ab\u968f\u673a\u7ec4\u7ec7\uff0c\u5b9a\u4f4d\u8282\u70b9\u7684\u65f6\u95f4\u590d\u6742\u5ea6\u4e3aO\uff08N\uff09\u3002<\/p>\n<h1>\u516d\u3001\u6570\u636e\u7ed3\u6784\u7684\u67e5\u627e\u64cd\u4f5c<\/h1>\n<h4>1\u3001\u6570\u7ec4\u7684\u67e5\u627e<\/h4>\n<p>\u6570\u7ec4\u7684\u6700\u5927\u4f18\u70b9\u662f\u53ef\u4ee5\u901a\u8fc7\u4e0b\u6807\u4efb\u610f\u7684\u8bbf\u95ee\u8282\u70b9\uff0c\u800c\u4e0d\u9700\u8981\u501f\u52a9\u6307\u9488\u3001\u7d22\u5f15\u6216\u904d\u5386\uff0c\u65f6\u95f4\u590d\u6742\u5ea6\u4e3aO\uff081\uff09\u3002\u5bf9\u4e8e\u4e0b\u6807\u672a\u77e5\u7684\u60c5\u51b5\u67e5\u627e\u8282\u70b9\uff0c\u5219\u53ea\u80fd\u904d\u5386\u6570\u7ec4\uff0c\u65f6\u95f4\u590d\u6742\u5ea6\u4e3aO\uff08N\uff09\u3002\u5bf9\u4e8e\u6709\u5e8f\u6570\u7ec4\uff0c\u6700\u597d\u7684\u67e5\u627e\u7b97\u6cd5\u662f\u4e8c\u5206\u67e5\u627e\u6cd5\u3002<\/p>\n<pre class=\"pure-highlightjs\"><code class=\"\">template &lt;class E&gt;\r\nint BinSearch(E array[], const E&amp; value, int start, int end)\r\n{\r\n    if(end - start &lt; 0)\r\n    {\r\n        return INVALID_INPUT;\r\n    }\r\n \r\n    if(value == array[start])\r\n    {\r\n        return start;\r\n    }\r\n \r\n    if(value == array[end])\r\n    {\r\n        return end;\r\n    }\r\n \r\n    while(end &gt; start + 1)\r\n    {\r\n        int temp  = (end + start) \/ 2;\r\n        if(value == array[temp])\r\n        {\r\n            return temp;\r\n        }\r\n \r\n        if(array[temp] &lt; value)\r\n        {\r\n            start = temp;\r\n        }\r\n        else\r\n        {\r\n            end = temp;\r\n        }\r\n    }\r\n \r\n    return -1;\r\n}<\/code><\/pre>\n<p>\u6298\u534a\u67e5\u627e\u7684\u65f6\u95f4\u590d\u6742\u5ea6\u662fO\uff08Log2N\uff09\uff0c\u4e0e\u4e8c\u53c9\u6811\u67e5\u8be2\u6548\u7387\u76f8\u540c\u3002<\/p>\n<p>\u5bf9\u4e8e\u4e71\u5e8f\u6570\u7ec4\uff0c\u53ea\u80fd\u901a\u8fc7\u904d\u5386\u65b9\u6cd5\u67e5\u627e\u8282\u70b9\uff0c\u5de5\u7a0b\u5f00\u53d1\u4e2d\u901a\u5e38\u8bbe\u7f6e\u4e00\u4e2a\u6807\u8bc6\u53d8\u91cf\u4fdd\u5b58\u66f4\u65b0\u8282\u70b9\u7684\u4e0b\u6807\uff0c\u6267\u884c\u67e5\u8be2\u65f6\u4ece\u6807\u8bc6\u53d8\u91cf\u6807\u8bb0\u7684\u4e0b\u6807\u5f00\u59cb\u904d\u5386\u6570\u7ec4\uff0c\u6267\u884c\u6548\u7387\u6bd4\u4ece\u5934\u5f00\u59cb\u8981\u9ad8\u3002<\/p>\n<h4>2\u3001\u94fe\u8868\u7684\u67e5\u627e<\/h4>\n<p>\u5bf9\u4e8e\u5355\u5411\u94fe\u8868\uff0c\u6700\u5dee\u60c5\u51b5\u4e0b\u9700\u8981\u904d\u5386\u6574\u4e2a\u94fe\u8868\u624d\u80fd\u627e\u5230\u9700\u8981\u7684\u8282\u70b9\uff0c\u65f6\u95f4\u590d\u6742\u5ea6\u4e3aO\uff08N\uff09\u3002<\/p>\n<p>\u5bf9\u4e8e\u6709\u5e8f\u94fe\u8868\uff0c\u53ef\u4ee5\u9884\u5148\u83b7\u53d6\u67d0\u4e9b\u8282\u70b9\u7684\u6570\u636e\uff0c\u53ef\u4ee5\u9009\u62e9\u4e0e\u76ee\u6807\u6570\u636e\u6700\u63a5\u8fd1\u7684\u4e00\u4e2a\u8282\u70b9\u67e5\u627e\uff0c\u6548\u7387\u53d6\u51b3\u4e8e\u5df2\u77e5\u8282\u70b9\u5728\u94fe\u8868\u4e2d\u7684\u5206\u5e03\uff0c\u5bf9\u4e8e\u53cc\u5411\u6709\u5e8f\u94fe\u8868\u6548\u7387\u4f1a\u66f4\u9ad8\uff0c\u5982\u679c\u6b63\u4e2d\u8282\u70b9\u5df2\u77e5\uff0c\u5219\u67e5\u8be2\u7684\u65f6\u95f4\u590d\u6742\u5ea6\u4e3aO\uff08N\/2\uff09\u3002<\/p>\n<p>\u5bf9\u4e8e\u8df3\u8f6c\u94fe\u8868\uff0c\u5982\u679c\u9884\u5148\u80fd\u591f\u6839\u636e\u94fe\u8868\u4e2d\u8282\u70b9\u4e4b\u95f4\u7684\u5173\u7cfb\u5efa\u7acb\u6307\u9488\u5173\u8054\uff0c\u67e5\u8be2\u6548\u7387\u5c06\u5927\u5927\u63d0\u9ad8\u3002<\/p>\n<h4>3\u3001\u54c8\u5e0c\u8868\u7684\u67e5\u627e<\/h4>\n<p>\u54c8\u5e0c\u8868\u4e2d\u67e5\u8be2\u7684\u6548\u7387\u4e0e\u6876\u7684\u6570\u636e\u7ed3\u6784\u6709\u5173\u3002\u6876\u7531\u94fe\u8868\u5b9e\u73b0\uff0c\u5219\u67e5\u8be2\u6548\u7387\u548c\u94fe\u8868\u957f\u5ea6\u6709\u5173\uff0c\u65f6\u95f4\u590d\u6742\u5ea6\u4e3aO\uff08M\uff09\u3002\u67e5\u627e\u7b97\u6cd5\u5b9e\u73b0\u5982\u4e0b\uff1a<\/p>\n<pre class=\"pure-highlightjs\"><code class=\"\">template &lt;class E, class Key&gt;\r\nbool HashTable&lt;E, Key&gt;::SearchNode(const Key&amp; k)const\r\n{\r\n    int index = HashFunc(k);\r\n    \/\/ \u7a7a\u6876\uff0c\u76f4\u63a5\u8fd4\u56de\r\n    if(NULL == hashArray[index])\r\n        return NULL;\r\n \r\n    \/\/ \u904d\u5386\u6876\u7684\u94fe\u8868\uff0c\u5982\u679c\u7531\u5339\u914d\u8282\u70b9\uff0c\u76f4\u63a5\u8fd4\u56de\u3002\r\n    LinkNodePtr p = hashArray[index];\r\n    while(p)\r\n    {\r\n        if(k == p-&gt;GetKey())\r\n            return p;\r\n        p = p-&gt;Next();\r\n    }\r\n}<\/code><\/pre>\n<h4>4\u3001\u4e8c\u53c9\u6811\u7684\u67e5\u627e<\/h4>\n<p>\u5728\u4e8c\u53c9\u6811\u4e2d\u67e5\u627e\u8282\u70b9\u4e0e\u6811\u7684\u5f62\u72b6\u6709\u5173\u3002\u5bf9\u4e8e\u5e73\u8861\u4e8c\u53c9\u6811\uff0c\u67e5\u627e\u6548\u7387\u4e3aO\uff08Log2N\uff09\uff1b\u5bf9\u4e8e\u5b8c\u5168\u4e0d\u5e73\u8861\u7684\u4e8c\u53c9\u6811\uff0c\u67e5\u627e\u6548\u7387\u4e3aO\uff08N\uff09\uff1b<\/p>\n<p>\u5de5\u7a0b\u5f00\u53d1\u4e2d\uff0c\u901a\u5e38\u9700\u8981\u6784\u5efa\u5c3d\u91cf\u5e73\u8861\u7684\u4e8c\u53c9\u6811\u4ee5\u63d0\u9ad8\u67e5\u8be2\u6548\u7387\uff0c\u4f46\u5e73\u8861\u4e8c\u53c9\u6811\u53d7\u63d2\u5165\u3001\u5220\u9664\u64cd\u4f5c\u5f71\u54cd\u5f88\u5927\uff0c\u63d2\u5165\u6216\u5220\u9664\u8282\u70b9\u540e\u9700\u8981\u8c03\u6574\u4e8c\u53c9\u6811\u7684\u7ed3\u6784\uff0c\u901a\u5e38\uff0c\u5f53\u4e8c\u53c9\u6811\u7684\u63d2\u5165\u3001\u5220\u9664\u64cd\u4f5c\u5f88\u591a\u65f6\uff0c\u4e0d\u9700\u8981\u5728\u6bcf\u6b21\u63d2\u5165\u3001\u5220\u9664\u64cd\u4f5c\u540e\u90fd\u8c03\u6574\u5e73\u8861\u5ea6\uff0c\u800c\u662f\u5728\u5bc6\u96c6\u7684\u67e5\u8be2\u64cd\u4f5c\u524d\u7edf\u4e00\u8c03\u6574\u4e00\u6b21\u3002<\/p>\n<h1>\u4e03\u3001\u5176\u4ed6<\/h1>\n<p>\u5728\u5b9e\u9645\u5e94\u7528\u8fc7\u7a0b\u4e2d\uff0c\u6211\u4eec\u53ef\u4ee5\u7ed3\u5408\u9700\u6c42\u573a\u666f\uff0c\u9009\u62e9\u5408\u9002\u7684\u6570\u636e\u7ed3\u6784\u3002\u66f4\u591a\u7684\u65f6\u5019\uff0c\u6211\u4eec\u4f1a\u91c7\u7528\u6570\u636e\u7ed3\u6784\u7684\u7ec4\u5408\uff0c\u5728\u6ee1\u8db3\u9700\u6c42\u7684\u540c\u65f6\u5c3d\u53ef\u80fd\u7684\u63d0\u9ad8\u8fd0\u884c\u6027\u80fd\u3002<\/p>\n<p>&nbsp;<\/p>\n<p>\u6458\u81ea\uff1a<\/p>\n<p>https:\/\/blog.csdn.net\/A642960662\/article\/details\/123029361<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u672c\u6587\u4e3b\u8981\u6839\u636e\u63d2\u5165\u3001\u904d\u5386\u3001\u5220\u9664\u3001\u6392\u5e8f\u3001\u67e5\u627e\u7b49\u573a\u666f\u5bf9\u5e38\u7528\u6570\u636e\u7ed3\u6784\u8fdb\u884c\u6027\u80fd\u5206\u6790\u3002 \u4e00\u3001\u5e38\u7528\u6570\u636e\u7ed3\u6784\u7b80\u4ecb 1\u3001\u6570\u7ec4 \u6570 [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":[],"categories":[1027],"tags":[877],"_links":{"self":[{"href":"https:\/\/yanjingang.com\/blog\/index.php?rest_route=\/wp\/v2\/posts\/7144"}],"collection":[{"href":"https:\/\/yanjingang.com\/blog\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/yanjingang.com\/blog\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/yanjingang.com\/blog\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/yanjingang.com\/blog\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=7144"}],"version-history":[{"count":1,"href":"https:\/\/yanjingang.com\/blog\/index.php?rest_route=\/wp\/v2\/posts\/7144\/revisions"}],"predecessor-version":[{"id":7146,"href":"https:\/\/yanjingang.com\/blog\/index.php?rest_route=\/wp\/v2\/posts\/7144\/revisions\/7146"}],"wp:attachment":[{"href":"https:\/\/yanjingang.com\/blog\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=7144"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/yanjingang.com\/blog\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=7144"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/yanjingang.com\/blog\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=7144"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}