{"id":110983,"date":"2026-09-30T01:32:59","date_gmt":"2026-09-29T17:32:59","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/110983.html"},"modified":"2026-09-30T01:32:59","modified_gmt":"2026-09-29T17:32:59","slug":"%e5%bd%bb%e5%ba%95%e5%90%83%e9%80%8f%e6%97%b6%e9%97%b4%e5%a4%8d%e6%9d%82%e5%ba%a6%ef%bc%81%e5%91%8a%e5%88%ab%e5%87%ad%e6%84%9f%e8%a7%89%e5%86%99%e4%bb%a3%e7%a0%81%ef%bc%8c%e9%9d%a2%e8%af%95%e5%ae%98","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/110983.html","title":{"rendered":"\u5f7b\u5e95\u5403\u900f\u65f6\u95f4\u590d\u6742\u5ea6\uff01\u544a\u522b\u51ed\u611f\u89c9\u5199\u4ee3\u7801\uff0c\u9762\u8bd5\u5b98\u6700\u770b\u91cd\u7684\u7b97\u6cd5\u6838\u5fc3\u80fd\u529b"},"content":{"rendered":"<p>\u524d\u8a00<\/p>\n<p>\u4e3a\u4ec0\u4e48\u4f60\u4ee3\u7801\u80fd\u8dd1&#xff0c;\u4f46\u9762\u8bd5\u603b\u88ab\u6302&#xff1f;<\/p>\n<p>\u4e3a\u4ec0\u4e48LeetCode\u80fdAC&#xff0c;\u4e00\u5230\u5927\u5382\u7b14\u8bd5\u5c31\u8d85\u65f6&#xff1f;<\/p>\n<p>\u4e3a\u4ec0\u4e48\u4e24\u4e2a\u4eba\u5199\u51fa\u540c\u6837\u529f\u80fd\u7684\u4ee3\u7801&#xff0c;\u4e00\u4e2a\u6ee1\u5206\u3001\u4e00\u4e2a\u76f4\u63a5\u6dd8\u6c70&#xff1f;<\/p>\n<p>\u7b54\u6848\u53ea\u6709\u4e00\u4e2a&#xff1a;\u4f60\u4e0d\u61c2\u65f6\u95f4\u590d\u6742\u5ea6\u3002<\/p>\n<p>\u7edd\u5927\u591a\u6570\u7f16\u7a0b\u65b0\u624b\u3001\u5927\u4e8c\u5927\u4e09\u540c\u5b66&#xff0c;\u90fd\u5361\u5728\u540c\u4e00\u4e2a\u74f6\u9888&#xff1a;<\/p>\n<p>\u53ea\u4f1a\u5199\u300c\u80fd\u8dd1\u7684\u4ee3\u7801\u300d&#xff0c;\u4e0d\u4f1a\u5199\u300c\u9ad8\u6548\u7684\u4ee3\u7801\u300d\u3002<\/p>\n<p>\u65f6\u95f4\u590d\u6742\u5ea6\u662f\u6240\u6709\u7b97\u6cd5\u7684\u5730\u57fa&#xff0c;\u4e5f\u662f\u9762\u8bd5\u5fc5\u8003\u7b2c\u4e00\u95ee\u3002<\/p>\n<p>\u4eca\u5929\u7528\u6700\u901a\u4fd7\u3001\u96f6\u6666\u6da9\u3001\u5168\u5b9e\u6218\u7684\u65b9\u5f0f&#xff0c;\u5e26\u4f60\u5f7b\u5e95\u5403\u900f\u65f6\u95f4\u590d\u6742\u5ea6&#xff0c;\u770b\u5b8c\u76f4\u63a5\u540a\u625380%\u65b0\u624b&#xff01;<\/p>\n<p>\u4e00\u3001\u5230\u5e95\u4ec0\u4e48\u662f\u65f6\u95f4\u590d\u6742\u5ea6&#xff1f;&#xff08;\u4eba\u8bdd\u7248&#xff09;<\/p>\n<p>\u4e0d\u8c08\u6559\u79d1\u4e66\u5e9f\u8bdd\u3002<\/p>\n<p>\u65f6\u95f4\u590d\u6742\u5ea6&#xff1a;\u7528\u6765\u9884\u5224\u4f60\u7684\u4ee3\u7801\u8fd0\u884c\u901f\u5ea6\u7684\u6570\u5b66\u6807\u51c6\u3002<\/p>\n<p>\u5b83\u4e0d\u770b\u4ee3\u7801\u884c\u6570\u3001\u4e0d\u770b\u7535\u8111\u914d\u7f6e&#xff0c;\u53ea\u770b&#xff1a;<\/p>\n<p>\u6570\u636e\u53d8\u591a\u7684\u65f6\u5019&#xff0c;\u4f60\u7684\u4ee3\u7801\u4f1a\u4e0d\u4f1a\u8d8a\u6765\u8d8a\u6162&#xff1f;\u6162\u5f97\u6709\u591a\u5feb&#xff1f;<\/p>\n<p>\u7b97\u6cd5\u7b49\u7ea7\u4ece\u4f18\u5230\u52a3&#xff1a;<\/p>\n<p>$$O(1) &lt; O(logn) &lt; O(n) &lt; O(nlogn) &lt; O(n^2) &lt; O(2^n) &lt; O(n!)$$<\/p>\n<p>\u53ea\u8981\u4f60\u80fd\u5206\u6e05\u8fd97\u4e2a\u7b49\u7ea7&#xff0c;\u4f60\u7684\u7b97\u6cd5\u6c34\u5e73\u76f4\u63a5\u8fdb\u9636\u4e00\u6863\u3002<\/p>\n<p>\u4e8c\u3001\u4e03\u79cd\u590d\u6742\u5ea6\u9010\u53e5\u62c6\u89e3&#xff08;\u5e26\u771f\u5b9e\u4ee3\u7801\u573a\u666f&#xff09;<\/p>\n<p>1. O(1) \u5e38\u6570\u7ea7 \u2014\u2014 \u6700\u4f18\u89e3<\/p>\n<p>\u65e0\u8bba\u6570\u636e\u591a\u5c11&#xff0c;\u6267\u884c\u65f6\u95f4\u4e0d\u53d8<\/p>\n<p>\u5e38\u89c1\u573a\u666f&#xff1a;<\/p>\n<p>&#8211; \u53d8\u91cf\u8d4b\u503c<\/p>\n<p>&#8211; \u6570\u7ec4\u968f\u673a\u53d6\u503c<\/p>\n<p>&#8211; \u7b80\u5355\u56db\u5219\u8fd0\u7b97<\/p>\n<p>\u793a\u4f8b&#xff1a;<\/p>\n<p>int a &#061; arr[10];<\/p>\n<p>\u7279\u70b9&#xff1a;\u6c38\u8fdc\u4e0d\u8d85\u65f6&#xff0c;\u7b97\u6cd5\u5929\u82b1\u677f\u3002<\/p>\n<p>\u00a0<\/p>\n<p>&#8212;<\/p>\n<p>2. O(log n) \u5bf9\u6570\u7ea7 \u2014\u2014 \u9762\u8bd5\u6700\u7231<\/p>\n<p>\u6570\u636e\u7ffb\u500d&#xff0c;\u6267\u884c\u6b21\u6570\u53ea&#043;1<\/p>\n<p>\u5178\u578b\u7b97\u6cd5&#xff1a;\u4e8c\u5206\u67e5\u627e<\/p>\n<p>100\u4e07\u7684\u6570\u636e&#xff0c;\u5faa\u73af\u53ea\u8dd120\u6b21&#xff0c;\u8fd9\u5c31\u662f\u4e3a\u4ec0\u4e48\u4e8c\u5206\u65e0\u654c\u5feb\u3002<\/p>\n<p>\u6240\u6709\u80fd\u4e0d\u65ad\u300c\u780d\u6389\u4e00\u534a\u6570\u636e\u300d\u7684\u7b97\u6cd5&#xff0c;\u90fd\u662f logn<\/p>\n<p>\u00a0<\/p>\n<p>&#8212;<\/p>\n<p>3. O(n) \u7ebf\u6027\u7ea7 \u2014\u2014 \u6b63\u5e38\u904d\u5386<\/p>\n<p>\u6570\u636e\u591a\u5927&#xff0c;\u5faa\u73af\u591a\u5c11\u6b21<\/p>\n<p>\u573a\u666f&#xff1a;\u5355for\u5faa\u73af\u3001\u904d\u5386\u6570\u7ec4\u3001\u904d\u5386\u94fe\u8868<\/p>\n<p>\u80fd\u8fc7\u7edd\u5927\u591a\u6570\u5e38\u89c4\u9898\u76ee&#xff0c;\u4f46\u662f\u6570\u636e\u91cf10\u4e07&#043;\u4f1a\u5403\u529b<\/p>\n<p>\u00a0<\/p>\n<p>&#8212;<\/p>\n<p>4. O(n log n) \u7ebf\u6027\u5bf9\u6570 \u2014\u2014 \u5de5\u4e1a\u7ea7\u6700\u4f18\u6392\u5e8f<\/p>\n<p>\u6700\u5e38\u89c1&#xff1a;\u5feb\u901f\u6392\u5e8f\u3001\u5f52\u5e76\u6392\u5e8f\u3001Arrays.sort()<\/p>\n<p>\u5927\u5382\u9879\u76ee\u3001\u5e95\u5c42\u6e90\u7801\u5168\u90e8\u662f\u8fd9\u4e2a\u590d\u6742\u5ea6\u3002<\/p>\n<p>\u53ef\u4ee5\u5904\u7406\u767e\u4e07\u7ea7\u3001\u5343\u4e07\u7ea7\u6570\u636e<\/p>\n<p>\u8fd9\u662f\u5de5\u7a0b\u91cc\u6700\u5b9e\u7528\u3001\u6700\u5e73\u8861\u7684\u590d\u6742\u5ea6<\/p>\n<p>\u00a0<\/p>\n<p>&#8212;<\/p>\n<p>5. O(n\u00b2) \u5e73\u65b9\u7ea7 \u2014\u2014 \u65b0\u624b\u91cd\u707e\u533a<\/p>\n<p>\u53cc\u91cdfor\u5faa\u73af<\/p>\n<p>\u66b4\u529b\u679a\u4e3e\u3001\u4e24\u6570\u6c42\u548c\u66b4\u529b\u5199\u6cd5\u3001\u5192\u6ce1\u6392\u5e8f<\/p>\n<p>\u6570\u636e\u91cf 1000 \u6ca1\u95ee\u9898<\/p>\n<p>\u6570\u636e\u91cf 10000 \u76f4\u63a5\u8d85\u65f6\u5361\u6b7b<\/p>\n<p>\u7b14\u8bd5\u7ffb\u8f66\u7b2c\u4e00\u540d&#xff1a;O(n\u00b2)\u66b4\u529b\u5199\u6cd5<\/p>\n<p>\u00a0<\/p>\n<p>&#8212;<\/p>\n<p>6. O(2\u207f) \u6307\u6570\u7ea7<\/p>\n<p>\u9012\u5f52\u66b4\u529b\u679a\u4e3e\u3001\u5b50\u96c6\u679a\u4e3e<\/p>\n<p>\u6570\u636en&#061;30 \u76f4\u63a5\u7206\u70b8&#xff0c;\u5b8c\u5168\u65e0\u6cd5\u5546\u7528<\/p>\n<p>\u00a0<\/p>\n<p>&#8212;<\/p>\n<p>7. O(n!) \u9636\u4e58\u7ea7<\/p>\n<p>\u5168\u6392\u5217\u3001\u66b4\u529b\u7a77\u4e3e\u6240\u6709\u53ef\u80fd\u6027<\/p>\n<p>\u57fa\u672c\u5c5e\u4e8e\u53ea\u80fd\u8dd1n&lt;12\u7684\u73a9\u5177\u4ee3\u7801<\/p>\n<p>\u4e09\u3001\u9762\u8bd5\u5b98\u6700\u7231\u95ee&#xff1a;\u4e3a\u4ec0\u4e48 O(n\u00b2) \u4e00\u5b9a\u4f1a\u8d85\u65f6&#xff1f;<\/p>\n<p>\u7ed9\u4f60\u4e00\u7ec4\u771f\u5b9e\u6570\u636e\u5bf9\u6bd4&#xff08;\u79d2\u61c2&#xff09;<\/p>\n<p>&#8211; n &#061; 100&#xff1a;O(n\u00b2)&#061;1\u4e07\u6b21&#xff08;\u968f\u4fbf\u8dd1&#xff09;<\/p>\n<p>&#8211; n &#061; 1000&#xff1a;O(n\u00b2)&#061;100\u4e07\u6b21&#xff08;\u52c9\u5f3a\u8dd1&#xff09;<\/p>\n<p>&#8211; n &#061; 10000&#xff1a;O(n\u00b2)&#061;1\u4ebf\u6b21 &#xff08;\u8d85\u65f6&#xff09;<\/p>\n<p>&#8211; n &#061; 100000&#xff1a;O(n\u00b2)&#061;100\u4ebf\u6b21 &#xff08;\u76f4\u63a5\u5361\u6b7b&#xff09;<\/p>\n<p>\u5927\u5382\u7b14\u8bd5\u6570\u636e\u91cf\u6700\u4f4e\u90fd\u662f 1e4\u30011e5<\/p>\n<p>\u6240\u4ee5&#xff1a;\u53cc\u91cd\u5faa\u73af\u66b4\u529b\u5199\u6cd5&#xff0c;\u4ece\u4e00\u5f00\u59cb\u5c31\u662f\u9519\u7684<\/p>\n<p>\u65b0\u624b\u6700\u5927\u8bef\u533a&#xff1a;<\/p>\n<p>\u53ea\u8981\u6837\u4f8b\u80fd\u8fc7 &#061; \u4ee3\u7801\u6b63\u786e<\/p>\n<p>\u771f\u5b9e\u8bc4\u5224\u6807\u51c6&#xff1a;\u5927\u6570\u636e\u4e0b\u4e0d\u8d85\u65f6&#xff0c;\u624d\u662f\u6b63\u786e\u4ee3\u7801<\/p>\n<p>\u56db\u3001\u624b\u628a\u624b\u6559\u4f60&#xff1a;\u5982\u4f55\u4e00\u773c\u770b\u51fa\u590d\u6742\u5ea6<\/p>\n<p>\u7ed9\u5927\u5bb6\u4e00\u4e2a\u4e07\u80fd\u53e3\u8bc0<\/p>\n<p>1. \u65e0\u5faa\u73af \u2192 O(1)<\/p>\n<p>2. \u5355\u5c42\u5faa\u73af \u2192 O(n)<\/p>\n<p>3. \u53cc\u5c42\u5faa\u73af \u2192 O(n\u00b2)<\/p>\n<p>4. \u6bcf\u6b21\u6298\u534a&#xff08;\u4e8c\u5206&#xff09;\u2192 O(logn)<\/p>\n<p>5. \u6392\u5e8f&#043;\u904d\u5386 \u2192 O(nlogn)<\/p>\n<p>6. \u9012\u5f52\u4e0d\u526a\u679d \u2192 O(2\u207f)<\/p>\n<p>\u4e0d\u7528\u8ba1\u7b97\u3001\u4e0d\u7528\u63a8\u5bfc&#xff0c;\u4e00\u773c\u5224\u5b9a<\/p>\n<p>\u4e94\u3001\u771f\u5b9e\u9762\u8bd5\u4f18\u5316\u6848\u4f8b&#xff08;\u4ece\u8d85\u65f6\u5230\u6ee1\u5206&#xff09;<\/p>\n<p>\u9898\u76ee&#xff1a;\u67e5\u627e\u6570\u7ec4\u4e24\u6570\u4e4b\u548c<\/p>\n<p>\u65b0\u624b\u8d85\u65f6\u5199\u6cd5 O(n\u00b2)<\/p>\n<p>\u53cc\u91cd\u5faa\u73af\u679a\u4e3e\u6240\u6709\u7ec4\u5408&#xff0c;\u6570\u636e\u91cf\u5927\u76f4\u63a5\u8d85\u65f6<\/p>\n<p>\u4f18\u5316\u6ee1\u5206\u5199\u6cd5 O(n)<\/p>\n<p>\u54c8\u5e0c\u8868\u4e00\u6b21\u904d\u5386&#xff0c;\u7a7a\u95f4\u6362\u65f6\u95f4<\/p>\n<p>\u8fd9\u5c31\u662f\u9762\u8bd5\u6700\u6838\u5fc3\u7684\u7b97\u6cd5\u4f18\u5316\u601d\u7ef4<\/p>\n<p>\u4e0d\u662f\u5b9e\u73b0\u529f\u80fd&#xff0c;\u662f\u964d\u590d\u6742\u5ea6<\/p>\n<p>\u516d\u3001\u65b0\u624b\u5fc5\u80cc&#xff1a;\u7b14\u8bd5\u590d\u6742\u5ea6\u901a\u5173\u6807\u51c6<\/p>\n<p>\u8bb0\u4f4f\u8fd9\u5957\u6807\u51c6&#xff0c;\u5237\u9898\u6c38\u8fdc\u4e0d\u8d85\u65f6&#xff1a;<\/p>\n<p>1. n \u2264 1e5 \u5fc5\u987b O(n) \u6216 O(n logn)<\/p>\n<p>2. n \u2264 1e6 \u53ea\u80fd O(n)<\/p>\n<p>3. n \u2264 1e3 \u53ef\u4ee5\u52c9\u5f3a O(n\u00b2)<\/p>\n<p>4. \u53ea\u8981\u770b\u5230\u5927\u6570\u636e&#xff0c;\u7acb\u523b\u653e\u5f03\u66b4\u529b<\/p>\n<p>\u6240\u6709\u7b97\u6cd5\u9898\u7684\u89e3\u9898\u601d\u8def&#xff0c;\u90fd\u662f\u6839\u636e\u590d\u6742\u5ea6\u53cd\u5411\u63a8\u5bfc\u7684&#xff01;<\/p>\n<p>\u4e03\u3001\u5199\u5728\u6700\u540e&#xff08;\u63d0\u5347\u8ba4\u77e5&#xff09;<\/p>\n<p>\u5f88\u591a\u4eba\u4ee5\u4e3a\u7b97\u6cd5\u662f\u5237\u9898\u3001\u662f\u5957\u8def\u3001\u662f\u6a21\u677f\u3002<\/p>\n<p>\u771f\u6b63\u7684\u7b97\u6cd5\u6838\u5fc3&#xff0c;\u662f\u590d\u6742\u5ea6\u601d\u7ef4\u3002<\/p>\n<p>\u770b\u61c2\u590d\u6742\u5ea6&#xff0c;\u4f60\u624d\u80fd&#xff1a;<\/p>\n<p>&#8211; \u505a\u9898\u4e0d\u8d85\u65f6<\/p>\n<p>&#8211; \u9762\u8bd5\u7b54\u5f97\u51fa\u539f\u7406<\/p>\n<p>&#8211; \u5199\u5f97\u51fa\u5de5\u7a0b\u7ea7\u9ad8\u6548\u4ee3\u7801<\/p>\n<p>&#8211; 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