{"id":1059260,"date":"2024-12-31T15:23:39","date_gmt":"2024-12-31T07:23:39","guid":{"rendered":"https:\/\/docs.pingcode.com\/ask\/ask-ask\/1059260.html"},"modified":"2024-12-31T15:23:41","modified_gmt":"2024-12-31T07:23:41","slug":"%e5%a6%82%e4%bd%95%e7%94%a8python%e8%a7%a3%e5%86%b3%e6%b1%89%e8%af%ba%e5%a1%94%e9%97%ae%e9%a2%98","status":"publish","type":"post","link":"https:\/\/docs.pingcode.com\/ask\/1059260.html","title":{"rendered":"\u5982\u4f55\u7528Python\u89e3\u51b3\u6c49\u8bfa\u5854\u95ee\u9898"},"content":{"rendered":"

\"\u5982\u4f55\u7528Python\u89e3\u51b3\u6c49\u8bfa\u5854\u95ee\u9898\"<\/p>\n

\u7528Python\u89e3\u51b3\u6c49\u8bfa\u5854\u95ee\u9898<\/strong>\u53ef\u4ee5\u901a\u8fc7\u9012\u5f52\u7b97\u6cd5\u3001\u5206\u6cbb\u6cd5\u3001\u9012\u5f52\u51fd\u6570<\/strong>\uff0c\u5176\u4e2d\u9012\u5f52\u7b97\u6cd5<\/strong>\u662f\u6700\u5e38\u89c1\u4e14\u6709\u6548\u7684\u65b9\u6cd5\u3002\u6c49\u8bfa\u5854\u95ee\u9898\u8981\u6c42\u5c06\u4e00\u5806\u5706\u76d8\u4ece\u4e00\u4e2a\u67f1\u5b50\u79fb\u52a8\u5230\u53e6\u4e00\u4e2a\u67f1\u5b50\uff0c\u5e76\u4e14\u5728\u79fb\u52a8\u8fc7\u7a0b\u4e2d\u5fc5\u987b\u9075\u5b88\u4ee5\u4e0b\u89c4\u5219\uff1a\u6bcf\u6b21\u53ea\u80fd\u79fb\u52a8\u4e00\u4e2a\u5706\u76d8\uff0c\u4e14\u4efb\u4f55\u65f6\u523b\u4e0d\u80fd\u5c06\u5927\u76d8\u653e\u5728\u5c0f\u76d8\u4e0a\u9762\u3002\u9012\u5f52\u7b97\u6cd5\u7684\u6838\u5fc3\u601d\u60f3\u662f\uff1a\u5047\u8bbe\u5df2\u7ecf\u89e3\u51b3\u4e86\u66f4\u5c0f\u89c4\u6a21\u7684\u95ee\u9898\uff0c\u90a3\u4e48\u5c31\u53ef\u4ee5\u5229\u7528\u8fd9\u4e2a\u5047\u8bbe\u6765\u89e3\u51b3\u5f53\u524d\u95ee\u9898\u3002\u4e0b\u9762\u8be6\u7ec6\u4ecb\u7ecd\u5982\u4f55\u7528Python\u89e3\u51b3\u6c49\u8bfa\u5854\u95ee\u9898\u3002<\/p>\n<\/p>\n

\u4e00\u3001\u9012\u5f52\u7b97\u6cd5<\/h3>\n<\/p>\n

\u9012\u5f52\u7b97\u6cd5\u662f\u89e3\u51b3\u6c49\u8bfa\u5854\u95ee\u9898\u7684\u6700\u5e38\u89c1\u65b9\u6cd5\u3002\u9012\u5f52\u7b97\u6cd5\u7684\u601d\u60f3\u662f\u5c06\u95ee\u9898\u5206\u89e3\u4e3a\u66f4\u5c0f\u7684\u5b50\u95ee\u9898\uff0c\u901a\u8fc7\u89e3\u51b3\u8fd9\u4e9b\u5b50\u95ee\u9898\u6765\u89e3\u51b3\u6574\u4e2a\u95ee\u9898\u3002\u9012\u5f52\u7b97\u6cd5\u7684\u4e3b\u8981\u6b65\u9aa4\u5982\u4e0b\uff1a<\/p>\n<\/p>\n

    \n
  1. \u5c06n-1\u4e2a\u5706\u76d8\u4ece\u67f1\u5b50A\u79fb\u52a8\u5230\u67f1\u5b50B\u3002<\/li>\n
  2. \u5c06\u7b2cn\u4e2a\u5706\u76d8\u4ece\u67f1\u5b50A\u79fb\u52a8\u5230\u67f1\u5b50C\u3002<\/li>\n
  3. \u5c06n-1\u4e2a\u5706\u76d8\u4ece\u67f1\u5b50B\u79fb\u52a8\u5230\u67f1\u5b50C\u3002<\/li>\n<\/ol>\n

    \u4ee3\u7801\u5b9e\u73b0<\/h4>\n<\/p>\n

    def hanoi(n, source, auxiliary, target):<\/p>\n
        if n == 1:<\/p>\n
            print(f"Move disk 1 from {source} to {target}")<\/p>\n
            return<\/p>\n
        hanoi(n-1, source, target, auxiliary)<\/p>\n
        print(f"Move disk {n} from {source} to {target}")<\/p>\n
        hanoi(n-1, auxiliary, source, target)<\/p>\n
    \u6d4b\u8bd5<\/strong><\/h2>\n
    n = 3<\/p>\n
    hanoi(n, 'A', 'B', 'C')<\/p>\n
    <\/code><\/pre>\n<\/p>\n
    \u4e8c\u3001\u5206\u6cbb\u6cd5<\/h3>\n<\/p>\n
    \u5206\u6cbb\u6cd5\u4e5f\u662f\u4e00\u79cd\u6709\u6548\u7684\u89e3\u51b3\u6c49\u8bfa\u5854\u95ee\u9898\u7684\u65b9\u6cd5\u3002\u5206\u6cbb\u6cd5\u7684\u601d\u60f3\u662f\u5c06\u95ee\u9898\u5206\u89e3\u4e3a\u82e5\u5e72\u4e2a\u72ec\u7acb\u7684\u5b50\u95ee\u9898\uff0c\u5206\u522b\u89e3\u51b3\u8fd9\u4e9b\u5b50\u95ee\u9898\uff0c\u7136\u540e\u5c06\u5b50\u95ee\u9898\u7684\u89e3\u5408\u5e76\u8d77\u6765\uff0c\u5f97\u5230\u539f\u95ee\u9898\u7684\u89e3\u3002\u5bf9\u4e8e\u6c49\u8bfa\u5854\u95ee\u9898\uff0c\u53ef\u4ee5\u5c06\u5176\u5206\u89e3\u4e3a\u4e09\u4e2a\u5b50\u95ee\u9898\uff1a<\/p>\n<\/p>\n
      \n
    1. \u5c06n-1\u4e2a\u5706\u76d8\u4ece\u67f1\u5b50A\u79fb\u52a8\u5230\u67f1\u5b50B\u3002<\/li>\n
    2. \u5c06\u7b2cn\u4e2a\u5706\u76d8\u4ece\u67f1\u5b50A\u79fb\u52a8\u5230\u67f1\u5b50C\u3002<\/li>\n
    3. \u5c06n-1\u4e2a\u5706\u76d8\u4ece\u67f1\u5b50B\u79fb\u52a8\u5230\u67f1\u5b50C\u3002<\/li>\n<\/ol>\n
      \u4ee3\u7801\u5b9e\u73b0<\/h4>\n<\/p>\n
      def hanoi(n, source, auxiliary, target):<\/p>\n
          if n == 1:<\/p>\n
              print(f"Move disk 1 from {source} to {target}")<\/p>\n
              return<\/p>\n
          hanoi(n-1, source, target, auxiliary)<\/p>\n
          print(f"Move disk {n} from {source} to {target}")<\/p>\n
          hanoi(n-1, auxiliary, source, target)<\/p>\n
      \u6d4b\u8bd5<\/strong><\/h2>\n
      n = 3<\/p>\n
      hanoi(n, 'A', 'B', 'C')<\/p>\n
      <\/code><\/pre>\n<\/p>\n
      \u4e09\u3001\u9012\u5f52\u51fd\u6570<\/h3>\n<\/p>\n
      \u9012\u5f52\u51fd\u6570\u662f\u89e3\u51b3\u6c49\u8bfa\u5854\u95ee\u9898\u7684\u6838\u5fc3\u5de5\u5177\u3002\u9012\u5f52\u51fd\u6570\u7684\u601d\u60f3\u662f\u5c06\u95ee\u9898\u5206\u89e3\u4e3a\u82e5\u5e72\u4e2a\u5b50\u95ee\u9898\uff0c\u901a\u8fc7\u8c03\u7528\u81ea\u8eab\u6765\u89e3\u51b3\u8fd9\u4e9b\u5b50\u95ee\u9898\u3002\u5bf9\u4e8e\u6c49\u8bfa\u5854\u95ee\u9898\uff0c\u53ef\u4ee5\u5b9a\u4e49\u4e00\u4e2a\u9012\u5f52\u51fd\u6570hanoi\uff0c\u53c2\u6570n\u8868\u793a\u5706\u76d8\u7684\u6570\u91cf\uff0csource\u8868\u793a\u6e90\u67f1\u5b50\uff0cauxiliary\u8868\u793a\u8f85\u52a9\u67f1\u5b50\uff0ctarget\u8868\u793a\u76ee\u6807\u67f1\u5b50\u3002\u9012\u5f52\u51fd\u6570\u7684\u4e3b\u8981\u6b65\u9aa4\u5982\u4e0b\uff1a<\/p>\n<\/p>\n
        \n
      1. \u5982\u679cn\u7b49\u4e8e1\uff0c\u76f4\u63a5\u5c06\u5706\u76d8\u4ece\u6e90\u67f1\u5b50\u79fb\u52a8\u5230\u76ee\u6807\u67f1\u5b50\uff0c\u5e76\u8fd4\u56de\u3002<\/li>\n
      2. \u5426\u5219\uff0c\u9012\u5f52\u8c03\u7528hanoi\uff0c\u5c06n-1\u4e2a\u5706\u76d8\u4ece\u6e90\u67f1\u5b50\u79fb\u52a8\u5230\u8f85\u52a9\u67f1\u5b50\u3002<\/li>\n
      3. \u5c06\u7b2cn\u4e2a\u5706\u76d8\u4ece\u6e90\u67f1\u5b50\u79fb\u52a8\u5230\u76ee\u6807\u67f1\u5b50\u3002<\/li>\n
      4. \u9012\u5f52\u8c03\u7528hanoi\uff0c\u5c06n-1\u4e2a\u5706\u76d8\u4ece\u8f85\u52a9\u67f1\u5b50\u79fb\u52a8\u5230\u76ee\u6807\u67f1\u5b50\u3002<\/li>\n<\/ol>\n
        \u4ee3\u7801\u5b9e\u73b0<\/h4>\n<\/p>\n
        def hanoi(n, source, auxiliary, target):<\/p>\n
            if n == 1:<\/p>\n
                print(f"Move disk 1 from {source} to {target}")<\/p>\n
                return<\/p>\n
            hanoi(n-1, source, target, auxiliary)<\/p>\n
            print(f"Move disk {n} from {source} to {target}")<\/p>\n
            hanoi(n-1, auxiliary, source, target)<\/p>\n
        \u6d4b\u8bd5<\/strong><\/h2>\n
        n = 3<\/p>\n
        hanoi(n, 'A', 'B', 'C')<\/p>\n
        <\/code><\/pre>\n<\/p>\n
        \u56db\u3001\u4f18\u5316\u9012\u5f52\u7b97\u6cd5<\/h3>\n<\/p>\n
        \u867d\u7136\u9012\u5f52\u7b97\u6cd5\u53ef\u4ee5\u89e3\u51b3\u6c49\u8bfa\u5854\u95ee\u9898\uff0c\u4f46\u662f\u5f53\u5706\u76d8\u6570\u91cf\u8f83\u591a\u65f6\uff0c\u9012\u5f52\u6df1\u5ea6\u4f1a\u53d8\u5f97\u975e\u5e38\u5927\uff0c\u5bb9\u6613\u5bfc\u81f4\u6808\u6ea2\u51fa\u3002\u4e3a\u4e86\u4f18\u5316\u9012\u5f52\u7b97\u6cd5\uff0c\u53ef\u4ee5\u91c7\u7528\u5c3e\u9012\u5f52\u4f18\u5316\u548c\u8bb0\u5fc6\u5316\u641c\u7d22\u7b49\u6280\u672f\u3002<\/p>\n<\/p>\n
        \u5c3e\u9012\u5f52\u4f18\u5316<\/h4>\n<\/p>\n
        \u5c3e\u9012\u5f52\u4f18\u5316\u7684\u601d\u60f3\u662f\u5c06\u9012\u5f52\u8c03\u7528\u8f6c\u6362\u4e3a\u8fed\u4ee3\u8c03\u7528\uff0c\u4ece\u800c\u907f\u514d\u9012\u5f52\u6df1\u5ea6\u8fc7\u5927\u3002\u5bf9\u4e8e\u6c49\u8bfa\u5854\u95ee\u9898\uff0c\u53ef\u4ee5\u91c7\u7528\u5c3e\u9012\u5f52\u4f18\u5316\u7684\u65b9\u6cd5\uff0c\u5c06\u9012\u5f52\u8c03\u7528\u8f6c\u6362\u4e3a\u8fed\u4ee3\u8c03\u7528\u3002<\/p>\n<\/p>\n
        \u4ee3\u7801\u5b9e\u73b0<\/h4>\n<\/p>\n
        def hanoi(n, source, auxiliary, target):<\/p>\n
            stack = [(n, source, auxiliary, target)]<\/p>\n
            while stack:<\/p>\n
                n, source, auxiliary, target = stack.pop()<\/p>\n
                if n == 1:<\/p>\n
                    print(f"Move disk 1 from {source} to {target}")<\/p>\n
                else:<\/p>\n
                    stack.append((n-1, auxiliary, source, target))<\/p>\n
                    stack.append((1, source, auxiliary, target))<\/p>\n
                    stack.append((n-1, source, target, auxiliary))<\/p>\n
        \u6d4b\u8bd5<\/strong><\/h2>\n
        n = 3<\/p>\n
        hanoi(n, 'A', 'B', 'C')<\/p>\n
        <\/code><\/pre>\n<\/p>\n
        \u8bb0\u5fc6\u5316\u641c\u7d22<\/h4>\n<\/p>\n
        \u8bb0\u5fc6\u5316\u641c\u7d22\u7684\u601d\u60f3\u662f\u5c06\u5df2\u7ecf\u8ba1\u7b97\u8fc7\u7684\u5b50\u95ee\u9898\u7684\u89e3\u5b58\u50a8\u8d77\u6765\uff0c\u4ee5\u4fbf\u5728\u9700\u8981\u65f6\u76f4\u63a5\u4f7f\u7528\uff0c\u907f\u514d\u91cd\u590d\u8ba1\u7b97\u3002\u5bf9\u4e8e\u6c49\u8bfa\u5854\u95ee\u9898\uff0c\u53ef\u4ee5\u91c7\u7528\u8bb0\u5fc6\u5316\u641c\u7d22\u7684\u65b9\u6cd5\uff0c\u5c06\u5df2\u7ecf\u8ba1\u7b97\u8fc7\u7684\u5b50\u95ee\u9898\u7684\u89e3\u5b58\u50a8\u8d77\u6765\uff0c\u4ee5\u4fbf\u5728\u9700\u8981\u65f6\u76f4\u63a5\u4f7f\u7528\u3002<\/p>\n<\/p>\n
        \u4ee3\u7801\u5b9e\u73b0<\/h4>\n<\/p>\n
        memo = {}<\/p>\n
        def hanoi(n, source, auxiliary, target):<\/p>\n
            if n == 1:<\/p>\n
                print(f"Move disk 1 from {source} to {target}")<\/p>\n
                return<\/p>\n
            if (n, source, auxiliary, target) in memo:<\/p>\n
                return memo[(n, source, auxiliary, target)]<\/p>\n
            hanoi(n-1, source, target, auxiliary)<\/p>\n
            print(f"Move disk {n} from {source} to {target}")<\/p>\n
            hanoi(n-1, auxiliary, source, target)<\/p>\n
            memo[(n, source, auxiliary, target)] = None<\/p>\n
        \u6d4b\u8bd5<\/strong><\/h2>\n
        n = 3<\/p>\n
        hanoi(n, 'A', 'B', 'C')<\/p>\n
        <\/code><\/pre>\n<\/p>\n
        \u4e94\u3001\u52a8\u6001\u89c4\u5212<\/h3>\n<\/p>\n
        \u52a8\u6001\u89c4\u5212\u662f\u4e00\u79cd\u89e3\u51b3\u6700\u4f18\u5316\u95ee\u9898\u7684\u65b9\u6cd5\uff0c\u5176\u57fa\u672c\u601d\u60f3\u662f\u5c06\u95ee\u9898\u5206\u89e3\u4e3a\u82e5\u5e72\u4e2a\u5b50\u95ee\u9898\uff0c\u5206\u522b\u6c42\u89e3\u8fd9\u4e9b\u5b50\u95ee\u9898\uff0c\u7136\u540e\u5c06\u5b50\u95ee\u9898\u7684\u89e3\u5408\u5e76\u8d77\u6765\uff0c\u5f97\u5230\u539f\u95ee\u9898\u7684\u89e3\u3002\u5bf9\u4e8e\u6c49\u8bfa\u5854\u95ee\u9898\uff0c\u53ef\u4ee5\u91c7\u7528\u52a8\u6001\u89c4\u5212\u7684\u65b9\u6cd5\uff0c\u5c06\u95ee\u9898\u5206\u89e3\u4e3a\u82e5\u5e72\u4e2a\u5b50\u95ee\u9898\uff0c\u5206\u522b\u6c42\u89e3\u8fd9\u4e9b\u5b50\u95ee\u9898\uff0c\u7136\u540e\u5c06\u5b50\u95ee\u9898\u7684\u89e3\u5408\u5e76\u8d77\u6765\uff0c\u5f97\u5230\u539f\u95ee\u9898\u7684\u89e3\u3002<\/p>\n<\/p>\n
        \u4ee3\u7801\u5b9e\u73b0<\/h4>\n<\/p>\n
        def hanoi(n, source, auxiliary, target):<\/p>\n
            dp = [[0]*(n+1) for _ in range(3)]<\/p>\n
            dp[0][1] = 1<\/p>\n
            dp[1][2] = 1<\/p>\n
            dp[2][1] = 1<\/p>\n
            for i in range(1, n+1):<\/p>\n
                dp[0][i] = dp[0][i-1] + dp[1][i-1]<\/p>\n
                dp[1][i] = dp[1][i-1] + dp[2][i-1]<\/p>\n
                dp[2][i] = dp[2][i-1] + dp[0][i-1]<\/p>\n
            print(f"Move {n} disks from {source} to {target} using {dp[0][n]} moves")<\/p>\n
        \u6d4b\u8bd5<\/strong><\/h2>\n
        n = 3<\/p>\n
        hanoi(n, 'A', 'B', 'C')<\/p>\n
        <\/code><\/pre>\n<\/p>\n
        \u516d\u3001\u603b\u7ed3<\/h3>\n<\/p>\n
        \u7528Python\u89e3\u51b3\u6c49\u8bfa\u5854\u95ee\u9898\u53ef\u4ee5\u901a\u8fc7\u9012\u5f52\u7b97\u6cd5\u3001\u5206\u6cbb\u6cd5\u3001\u9012\u5f52\u51fd\u6570\u3001\u5c3e\u9012\u5f52\u4f18\u5316\u3001\u8bb0\u5fc6\u5316\u641c\u7d22\u548c\u52a8\u6001\u89c4\u5212\u7b49\u65b9\u6cd5\u3002\u9012\u5f52\u7b97\u6cd5\u662f\u6700\u5e38\u89c1\u4e14\u6709\u6548\u7684\u65b9\u6cd5\uff0c\u4f46\u662f\u5f53\u5706\u76d8\u6570\u91cf\u8f83\u591a\u65f6\uff0c\u9012\u5f52\u6df1\u5ea6\u4f1a\u53d8\u5f97\u975e\u5e38\u5927\uff0c\u5bb9\u6613\u5bfc\u81f4\u6808\u6ea2\u51fa\u3002\u53ef\u4ee5\u91c7\u7528\u5c3e\u9012\u5f52\u4f18\u5316\u548c\u8bb0\u5fc6\u5316\u641c\u7d22\u7b49\u6280\u672f\u6765\u4f18\u5316\u9012\u5f52\u7b97\u6cd5\u3002\u52a8\u6001\u89c4\u5212\u662f\u4e00\u79cd\u89e3\u51b3\u6700\u4f18\u5316\u95ee\u9898\u7684\u65b9\u6cd5\uff0c\u5176\u57fa\u672c\u601d\u60f3\u662f\u5c06\u95ee\u9898\u5206\u89e3\u4e3a\u82e5\u5e72\u4e2a\u5b50\u95ee\u9898\uff0c\u5206\u522b\u6c42\u89e3\u8fd9\u4e9b\u5b50\u95ee\u9898\uff0c\u7136\u540e\u5c06\u5b50\u95ee\u9898\u7684\u89e3\u5408\u5e76\u8d77\u6765\uff0c\u5f97\u5230\u539f\u95ee\u9898\u7684\u89e3\u3002<\/p>\n<\/p>\n
        \u76f8\u5173\u95ee\u7b54FAQs\uff1a<\/strong><\/h2>\n
         \u5982\u4f55\u7528Python\u7f16\u5199\u6c49\u8bfa\u5854\u95ee\u9898\u7684\u89e3\u51b3\u7b97\u6cd5\uff1f<\/strong>
        \u53ef\u4ee5\u901a\u8fc7\u9012\u5f52\u65b9\u5f0f\u6765\u89e3\u51b3\u6c49\u8bfa\u5854\u95ee\u9898\u3002\u6838\u5fc3\u601d\u60f3\u662f\u5c06\u4e0a\u9762\u7684n-1\u4e2a\u76d8\u5b50\u79fb\u52a8\u5230\u8f85\u52a9\u67f1\u5b50\u4e0a\uff0c\u7136\u540e\u5c06\u7b2cn\u4e2a\u76d8\u5b50\u79fb\u52a8\u5230\u76ee\u6807\u67f1\u5b50\u4e0a\uff0c\u6700\u540e\u5c06n-1\u4e2a\u76d8\u5b50\u4ece\u8f85\u52a9\u67f1\u5b50\u79fb\u52a8\u5230\u76ee\u6807\u67f1\u5b50\u3002\u4ee5\u4e0b\u662f\u4e00\u4e2a\u7b80\u5355\u7684\u5b9e\u73b0\u793a\u4f8b\uff1a<\/p>\n
        def hanoi(n, source, target, auxiliary):\n    if n == 1:\n        print(f"\u5c06\u76d8\u5b50 1 \u4ece {source} \u79fb\u52a8\u5230 {target}")\n        return\n    hanoi(n - 1, source, auxiliary, target)\n    print(f"\u5c06\u76d8\u5b50 {n} \u4ece {source} \u79fb\u52a8\u5230 {target}")\n    hanoi(n - 1, auxiliary, target, source)\n\n# \u8c03\u7528\u51fd\u6570\nhanoi(3, 'A', 'C', 'B')\n<\/code><\/pre>\n
        \u6c49\u8bfa\u5854\u95ee\u9898\u7684\u590d\u6742\u5ea6\u5982\u4f55\u8bc4\u4f30\uff1f<\/strong>
        \u6c49\u8bfa\u5854\u95ee\u9898\u7684\u65f6\u95f4\u590d\u6742\u5ea6\u4e3aO(2^n)\uff0c\u5176\u4e2dn\u4e3a\u76d8\u5b50\u7684\u6570\u91cf\u3002\u6bcf\u79fb\u52a8\u4e00\u4e2a\u76d8\u5b50\u9700\u89812\u6b21\u64cd\u4f5c\uff0c\u56e0\u6b64\u968f\u7740\u76d8\u5b50\u6570\u91cf\u7684\u589e\u52a0\uff0c\u89e3\u51b3\u8be5\u95ee\u9898\u6240\u9700\u7684\u6b65\u9aa4\u5448\u6307\u6570\u589e\u957f\u3002\u8fd9\u610f\u5473\u7740\u5bf9\u4e8e\u8f83\u591a\u7684\u76d8\u5b50\uff0c\u89e3\u51b3\u65f6\u95f4\u4f1a\u663e\u8457\u589e\u52a0\u3002<\/p>\n
        \u5728\u89e3\u51b3\u6c49\u8bfa\u5854\u95ee\u9898\u65f6\uff0cPython\u6709\u54ea\u4e9b\u5e38\u7528\u5e93\u6216\u5de5\u5177\u53ef\u4ee5\u5e2e\u52a9\uff1f<\/strong>
        \u867d\u7136\u6c49\u8bfa\u5854\u95ee\u9898\u7684\u57fa\u672c\u89e3\u51b3\u65b9\u6cd5\u53ef\u4ee5\u901a\u8fc7\u7b80\u5355\u7684\u9012\u5f52\u5b9e\u73b0\uff0c\u4f46\u4f7f\u7528Python\u7684\u53ef\u89c6\u5316\u5e93\uff08\u5982Matplotlib\u6216Pygame\uff09\u53ef\u4ee5\u5e2e\u52a9\u66f4\u76f4\u89c2\u5730\u5c55\u793a\u79fb\u52a8\u8fc7\u7a0b\u3002\u901a\u8fc7\u53ef\u89c6\u5316\uff0c\u7528\u6237\u53ef\u4ee5\u66f4\u5bb9\u6613\u7406\u89e3\u6bcf\u4e00\u6b65\u7684\u64cd\u4f5c\uff0c\u540c\u65f6\u4e5f\u80fd\u589e\u52a0\u7f16\u7a0b\u7684\u8da3\u5473\u6027\u548c\u4e92\u52a8\u6027\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"\u7528Python\u89e3\u51b3\u6c49\u8bfa\u5854\u95ee\u9898\u53ef\u4ee5\u901a\u8fc7\u9012\u5f52\u7b97\u6cd5\u3001\u5206\u6cbb\u6cd5\u3001\u9012\u5f52\u51fd\u6570\uff0c\u5176\u4e2d\u9012\u5f52\u7b97\u6cd5\u662f\u6700\u5e38\u89c1\u4e14\u6709\u6548\u7684\u65b9\u6cd5\u3002\u6c49\u8bfa\u5854\u95ee\u9898\u8981 […]","protected":false},"author":3,"featured_media":1059265,"comment_status":"closed","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[37],"tags":[],"acf":[],"_links":{"self":[{"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/posts\/1059260"}],"collection":[{"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/users\/3"}],"replies":[{"embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/comments?post=1059260"}],"version-history":[{"count":"1","href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/posts\/1059260\/revisions"}],"predecessor-version":[{"id":1059270,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/posts\/1059260\/revisions\/1059270"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/media\/1059265"}],"wp:attachment":[{"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/media?parent=1059260"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/categories?post=1059260"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/tags?post=1059260"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}