{"id":1480,"date":"2026-05-19T11:30:00","date_gmt":"2026-05-19T03:30:00","guid":{"rendered":"http:\/\/www.sdjxsjy.com\/?p=1480"},"modified":"2026-05-18T11:57:36","modified_gmt":"2026-05-18T03:57:36","slug":"%e5%9f%ba%e4%ba%8e%e5%9b%a0%e6%9e%9c%e6%8e%a8%e6%96%ad%e7%9a%84%e9%9d%9e%e6%a0%87%e4%ba%a7%e7%ba%bf%e8%83%bd%e8%80%97%e5%bc%82%e5%b8%b8%e6%a0%b9%e5%9b%a0%e5%88%86%e6%9e%90%e4%b8%8e%e5%b9%b2%e9%a2%84","status":"publish","type":"post","link":"http:\/\/www.sdjxsjy.com\/?p=1480","title":{"rendered":"\u57fa\u4e8e\u56e0\u679c\u63a8\u65ad\u7684\u975e\u6807\u4ea7\u7ebf\u80fd\u8017\u5f02\u5e38\u6839\u56e0\u5206\u6790\u4e0e\u5e72\u9884\u7b56\u7565\u4f18\u5316"},"content":{"rendered":"\n

\u975e\u6807\u4ea7\u7ebf\u56e0\u6d41\u7a0b\u5b9a\u5236\u5316\u3001\u8bbe\u5907\u5f02\u6784\u6027\u5f3a\uff0c\u80fd\u8017\u5f02\u5e38\u9891\u53d1\uff0c\u4f20\u7edf\u5173\u8054\u5206\u6790\u65b9\u6cd5\u96be\u4ee5\u533a\u5206\u56e0\u679c\u4e0e\u4f2a\u76f8\u5173\u3002\u672c\u6587\u5f15\u5165\u56e0\u679c\u63a8\u65ad\u6846\u67b6\uff0c\u901a\u8fc7\u6784\u5efa\u7ed3\u6784\u56e0\u679c\u6a21\u578b\u4e0eDo-calculus\u5e72\u9884\u8ba1\u7b97\uff0c\u4ece\u89c2\u6d4b\u6570\u636e\u4e2d\u8bc6\u522b\u80fd\u8017\u5f02\u5e38\u7684\u6839\u672c\u539f\u56e0\uff0c\u800c\u975e\u4ec5\u4ec5\u8868\u8c61\u7279\u5f81\u3002\u8fdb\u4e00\u6b65\uff0c\u5229\u7528\u53cd\u4e8b\u5b9e\u63a8\u7406\u9884\u6d4b\u4e0d\u540c\u5e72\u9884\u7b56\u7565\u7684\u8282\u80fd\u6548\u679c\uff0c\u5e76\u57fa\u4e8e\u56e0\u679c\u56fe\u4f18\u5316\u51b3\u7b56\u8def\u5f84\u3002\u5728\u6c7d\u8f66\u53d1\u52a8\u673a\u975e\u6807\u88c5\u914d\u7ebf\u7684\u5e94\u7528\u4e2d\uff0c\u8be5\u65b9\u6cd5\u6210\u529f\u5b9a\u4f4d\u4e86\u201c\u95f4\u6b47\u6027\u5f85\u673a\u529f\u8017\u8fc7\u9ad8\u201d\u7684\u6839\u56e0\uff0c\u5e76\u6307\u5bfc\u5b9e\u65bd\u9488\u5bf9\u6027\u6539\u9020\uff0c\u5b9e\u73b012.7%\u7684\u8282\u80fd\u7387\u3002<\/p>\n\n\n\n

\n\n\n\n

1. \u5f15\u8a00\uff1a\u80fd\u8017\u5206\u6790\u7684\u75db\u70b9\u2014\u2014\u76f8\u5173\u6027\u4e0d\u7b49\u4e8e\u56e0\u679c<\/h4>\n\n\n\n

\u5728\u201c\u53cc\u78b3\u201d\u80cc\u666f\u4e0b\uff0c\u5de5\u4e1a\u4ea7\u7ebf\u8282\u80fd\u6210\u4e3a\u521a\u9700\u3002\u5bf9\u4e8e\u7531\u5927\u91cf\u975e\u6807\u8bbe\u5907\uff08\u5b9a\u5236\u673a\u5668\u4eba\u3001\u4e13\u7528\u673a\u5e8a\u3001\u975e\u6807\u4f20\u9001\u5e26\uff09\u7ec4\u6210\u7684\u4ea7\u7ebf\uff0c\u80fd\u8017\u5f02\u5e38\u5206\u6790\u5c24\u4e3a\u56f0\u96be\u3002\u4f20\u7edf\u65b9\u6cd5\u5927\u91cf\u4f9d\u8d56\u673a\u5668\u5b66\u4e60\uff08\u5982\u968f\u673a\u68ee\u6797\u3001\u5173\u8054\u89c4\u5219\uff09\u6316\u6398\u4e0e\u9ad8\u80fd\u8017\u76f8\u5173\u7684\u53d8\u91cf\u3002\u4f46\u8fd9\u4e9b\u65b9\u6cd5\u53ea\u80fd\u7ed9\u51fa\u201c\u5173\u8054\u201d\u2014\u2014\u4f8b\u5982\uff0c\u201c\u5f53\u8f93\u9001\u5e26\u7535\u673a\u6e29\u5ea6\u5347\u9ad8\u65f6\uff0c\u603b\u80fd\u8017\u4e5f\u5347\u9ad8\u201d\u3002\u4f46\u8fd9\u53ef\u80fd\u662f\u7531\u4e8e\u67d0\u4e2a\u4e0a\u6e38\u5de5\u827a\u8282\u62cd\u52a0\u5feb\uff0c\u540c\u65f6\u5bfc\u81f4\u4e86\u8f93\u9001\u5e26\u8d1f\u8f7d\u589e\u52a0\u548c\u7a7a\u538b\u673a\u9891\u7e41\u52a0\u5378\u8f7d\u3002\u76f4\u63a5\u964d\u6e29\u8f93\u9001\u5e26\u7535\u673a\u65e0\u6d4e\u4e8e\u4e8b\u3002<\/p>\n\n\n\n

\u6211\u4eec\u9700\u8981\u7684\u662f\u56e0\u679c<\/strong>\uff1a\u5982\u679c\u6539\u53d8\u53d8\u91cfX\uff0cY\u4f1a\u53d8\u5316\u591a\u5c11\uff1f\u4ec0\u4e48\u662f\u771f\u6b63\u7684\u6839\u56e0\uff0c\u4ec0\u4e48\u662f\u4e2d\u95f4\u53d8\u91cf\uff0c\u4ec0\u4e48\u662f\u6df7\u6742\u56e0\u5b50\uff1f\u56e0\u679c\u63a8\u65ad<\/strong>\u6b63\u662f\u4e3a\u6b64\u800c\u751f\u3002<\/p>\n\n\n\n

2. \u56e0\u679c\u63a8\u65ad\u57fa\u7840\u4e0e\u7ed3\u6784\u56e0\u679c\u6a21\u578b<\/h4>\n\n\n\n

2.1 \u7ed3\u6784\u56e0\u679c\u6a21\u578b<\/strong>
\u4e00\u4e2a\u7ed3\u6784\u56e0\u679c\u6a21\u578b\uff08SCM\uff09\u7531\u4e00\u7ec4\u7ed3\u6784\u65b9\u7a0b X<\/mi>i<\/mi><\/msub>=<\/mo>f<\/mi>i<\/mi><\/msub>(<\/mo>P<\/mi>A<\/mi>i<\/mi><\/msub>,<\/mo>\u03f5<\/mi>i<\/mi><\/msub>)<\/mo><\/mrow><\/semantics><\/math>X<\/em>i<\/em>\u200b=f<\/em>i<\/em>\u200b(P<\/em>A<\/em>i<\/em>\u200b,\u03f5<\/em>i<\/em>\u200b) \u7ec4\u6210\uff0c\u5176\u4e2d P<\/mi>A<\/mi>i<\/mi><\/msub><\/mrow><\/semantics><\/math>P<\/em>A<\/em>i<\/em>\u200b \u662f X<\/mi>i<\/mi><\/msub><\/mrow><\/semantics><\/math>X<\/em>i<\/em>\u200b \u7684\u76f4\u63a5\u539f\u56e0\uff08\u7236\u8282\u70b9\uff09\uff0c\u03f5<\/mi>i<\/mi><\/msub><\/mrow><\/semantics><\/math>\u03f5<\/em>i<\/em>\u200b \u662f\u5916\u751f\u566a\u58f0\u3002\u540c\u65f6\uff0c\u6a21\u578b\u5305\u542b\u4e00\u4e2a\u6709\u5411\u65e0\u73af\u56fe\uff08DAG\uff09\uff0c\u8868\u793a\u53d8\u91cf\u95f4\u7684\u56e0\u679c\u65b9\u5411\u3002<\/p>\n\n\n\n

\u4f8b\u5982\uff0c\u975e\u6807\u4ea7\u7ebf\u7b80\u5316\u56e0\u679c\u56fe\uff1a<\/p>\n\n\n\n

    \n
  • \u751f\u4ea7\u8282\u62cd \u2192 \u8bbe\u5907\u8d1f\u8f7d \u2192 \u7535\u673a\u7535\u6d41 \u2192 \u80fd\u8017<\/li>\n\n\n\n
  • \u73af\u5883\u6e29\u5ea6 \u2192 \u51b7\u5374\u7cfb\u7edf\u529f\u7387 \u2192 \u80fd\u8017<\/li>\n\n\n\n
  • \u8bbe\u5907\u8001\u5316 \u2192 \u6469\u64e6\u589e\u52a0 \u2192 \u7535\u673a\u7535\u6d41 \u2192 \u80fd\u8017<\/li>\n<\/ul>\n\n\n\n

    \u5173\u952e\u533a\u5206\uff1a\u6df7\u6dc6\u53d8\u91cf<\/strong>\uff08\u5982\u201c\u8ba2\u5355\u6279\u6b21\u201d\u540c\u65f6\u5f71\u54cd\u751f\u4ea7\u8282\u62cd\u548c\u539f\u6750\u6599\u7279\u6027\uff09\u5982\u679c\u4e0d\u52a0\u63a7\u5236\uff0c\u4f1a\u8bf1\u5bfc\u51fa\u865a\u5047\u56e0\u679c\u8fb9\u3002<\/p>\n\n\n\n

    2.2 \u8bc6\u522b\u56e0\u679c\u6548\u5e94<\/strong>
    \u6211\u4eec\u4e3b\u8981\u5173\u6ce8\u5e73\u5747\u56e0\u679c\u6548\u5e94<\/strong>\uff1aA<\/mi>T<\/mi>E<\/mi>=<\/mo>E<\/mi>[<\/mo>Y<\/mi>\u2223<\/mi>d<\/mi>o<\/mi>(<\/mo>X<\/mi>=<\/mo>x<\/mi>)<\/mo>]<\/mo>\u2212<\/mo>E<\/mi>[<\/mo>Y<\/mi>\u2223<\/mi>d<\/mi>o<\/mi>(<\/mo>X<\/mi>=<\/mo>x<\/mi>\u2032<\/mo><\/msup>)<\/mo>]<\/mo><\/mrow><\/semantics><\/math>A<\/em>TE<\/em>=E[Y<\/em>\u2223d<\/em>o<\/em>(X<\/em>=x<\/em>)]\u2212E[Y<\/em>\u2223d<\/em>o<\/em>(X<\/em>=x<\/em>\u2032)]\u3002\u5176\u4e2d d<\/mi>o<\/mi><\/mrow><\/semantics><\/math>d<\/em>o<\/em> \u7b97\u5b50\u8868\u793a\u5e72\u9884\uff0c\u5373\u4eba\u4e3a\u5f3a\u5236\u8bbe\u5b9aX\u7684\u503c\uff0c\u5207\u65ad\u6240\u6709\u6307\u5411X\u7684\u56e0\u679c\u8fb9\u3002\u4ece\u89c2\u6d4b\u6570\u636e\u4e2d\u8ba1\u7b97 d<\/mi>o<\/mi><\/mrow><\/semantics><\/math>d<\/em>o<\/em> \u7b97\u5b50\u9700\u8981\u6ee1\u8db3\u540e\u95e8\u51c6\u5219\u3001\u524d\u95e8\u51c6\u5219\u7b49\u6761\u4ef6\uff0c\u6216\u4f7f\u7528\u5de5\u5177\u53d8\u91cf\u3002<\/p>\n\n\n\n

    3. \u975e\u6807\u4ea7\u7ebf\u80fd\u8017\u5f02\u5e38\u6839\u56e0\u5b9a\u4f4d<\/h4>\n\n\n\n

    3.1 \u6570\u636e\u91c7\u96c6\u4e0e\u56e0\u679c\u56fe\u6784\u5efa<\/strong>
    \u5728\u67d0\u6c7d\u8f66\u53d1\u52a8\u673a\u7f38\u76d6\u975e\u6807\u88c5\u914d\u7ebf\uff08\u542b12\u4e2a\u5de5\u4f4d\uff0c\u5927\u91cf\u975e\u6807\u6c14\u52a8\u5939\u5177\u548c\u5f02\u6b65\u7535\u673a\uff09\u4e0a\uff0c\u91c7\u96c6\u4e863\u4e2a\u6708\u7684\u6570\u636e\uff1a\u4f20\u611f\u5668\uff08\u7535\u6d41\u3001\u632f\u52a8\u3001\u6e29\u5ea6\u3001\u6d41\u91cf\uff09\u3001PLC\u4fe1\u53f7\uff08\u8282\u62cd\u3001\u542f\u505c\uff09\u3001MES\u6570\u636e\uff08\u5de5\u5355\u3001\u7269\u6599\uff09\u3002\u517147\u4e2a\u53d8\u91cf\u3002<\/p>\n\n\n\n

    \u9996\u5148\uff0c\u9080\u8bf7\u5de5\u827a\u4e13\u5bb6\u521d\u6b65\u7ed8\u5236\u56e0\u679c\u56fe\u3002\u7136\u540e\uff0c\u4f7f\u7528PC\u7b97\u6cd5<\/strong>\uff08\u57fa\u4e8e\u6761\u4ef6\u72ec\u7acb\u6027\u68c0\u9a8c\uff09\u4ece\u6570\u636e\u4e2d\u5b66\u4e60DAG\u7ed3\u6784\uff0c\u5e76\u4e0e\u4e13\u5bb6\u56fe\u878d\u5408\u3001\u4fee\u6b63\u3002\u6700\u7ec8\u5f97\u5230\u4e00\u4e2a\u5305\u542b63\u6761\u6709\u5411\u8fb9\u7684DAG\u3002<\/p>\n\n\n\n

    3.2 \u5f02\u5e38\u68c0\u6d4b\u4e0e\u6839\u56e0\u63a8\u65ad<\/strong>
    \u5f53\u67d0\u4e00\u65f6\u6bb5\u603b\u80fd\u8017\u504f\u79bb\u9884\u6d4b\u533a\u95f4\uff08\u5982\u57fa\u4e8e\u5386\u53f2\u76f8\u4f3c\u5de5\u5355\u7684LSTM\u9884\u6d4b\uff09\u65f6\uff0c\u8fdb\u5165\u6839\u56e0\u5206\u6790\u3002\u6211\u4eec\u4e0d\u76f4\u63a5\u770b\u54ea\u4e2a\u53d8\u91cf\u4e0e\u80fd\u8017\u201c\u6700\u76f8\u5173\u201d\uff0c\u800c\u662f\uff1a<\/p>\n\n\n\n

      \n
    1. \u8bc6\u522b\u53ef\u80fd\u7684\u539f\u56e0\u53d8\u91cf<\/strong>\uff1a\u901a\u8fc7\u56e0\u679c\u56fe\uff0c\u627e\u51fa\u6240\u6709\u53ef\u4ee5\u4ece\u56e0\u679c\u8def\u5f84\u5230\u8fbe\u201c\u80fd\u8017\u201d\u8282\u70b9\u7684\u53d8\u91cf\uff0c\u4f5c\u4e3a\u5019\u9009\u3002<\/li>\n\n\n\n
    2. \u8ba1\u7b97\u7ed3\u6784\u6027\u5e72\u9884\u91cd\u8981\u6027<\/strong>\uff1a\u5bf9\u4e8e\u6bcf\u4e2a\u5019\u9009\u53d8\u91cf\u00a0C<\/mi><\/mrow><\/semantics><\/math>C<\/em>\uff0c\u8ba1\u7b97\u00a0P<\/mi>(<\/mo>Anomaly<\/mtext>\u2223<\/mi>d<\/mi>o<\/mi>(<\/mo>C<\/mi>=<\/mo>c<\/mi>h<\/mi>i<\/mi>g<\/mi>h<\/mi><\/mrow><\/msub>)<\/mo>)<\/mo>\u2212<\/mo>P<\/mi>(<\/mo>Anomaly<\/mtext>\u2223<\/mi>d<\/mi>o<\/mi>(<\/mo>C<\/mi>=<\/mo>c<\/mi>l<\/mi>o<\/mi>w<\/mi><\/mrow><\/msub>)<\/mo>)<\/mo><\/mrow><\/semantics><\/math>P<\/em>(Anomaly\u2223d<\/em>o<\/em>(C<\/em>=c<\/em>hi<\/em>g<\/em>h<\/em>\u200b))\u2212P<\/em>(Anomaly\u2223d<\/em>o<\/em>(C<\/em>=c<\/em>l<\/em>o<\/em>w<\/em>\u200b))\u3002\u6570\u503c\u5927\u8005\uff0c\u610f\u5473\u7740\u6539\u53d8C\u80fd\u5f3a\u70c8\u5f71\u54cd\u5f02\u5e38\u53d1\u751f\u6982\u7387\u3002<\/li>\n\n\n\n
    3. \u6700\u5c0f\u5316\u5145\u5206\u6027\u96c6\u5408<\/strong>\uff1a\u91c7\u7528\u53cd\u5411\u4f20\u64ad\u7b97\u6cd5\uff0c\u627e\u5230\u6700\u5c0f\u7684\u53d8\u91cf\u96c6\u5408\u00a0S<\/mi><\/mrow><\/semantics><\/math>S<\/em>\uff0c\u4f7f\u5f97\u5f53\u00a0S<\/mi><\/mrow><\/semantics><\/math>S<\/em>\u00a0\u88ab\u5e72\u9884\u65f6\uff0c\u80fd\u591f\u963b\u65ad\u6240\u6709\u5bfc\u81f4\u5f02\u5e38\u7684\u975e\u6b63\u5e38\u56e0\u679c\u8def\u5f84\u3002\u8fd9\u4e2a\u00a0S<\/mi><\/mrow><\/semantics><\/math>S<\/em>\u00a0\u5c31\u662f\u6839\u56e0\u7ec4\u5408\u3002<\/li>\n<\/ol>\n\n\n\n

      \u6848\u4f8b\u5206\u6790<\/strong>\uff1a\u5728\u4e00\u6b21\u8fde\u7eed3\u5929\u7684\u9ad8\u80fd\u8017\u5f02\u5e38\u62a5\u8b66\u4e2d\uff0c\u4f20\u7edf\u5173\u8054\u89c4\u5219\u53d1\u73b0\u201c\u5de5\u4f4d7\u7684\u5939\u5177\u52a8\u4f5c\u9891\u7387\u201d\u4e0e\u80fd\u8017\u76f8\u5173\u6027\u6700\u9ad8\u3002\u4f46\u56e0\u679c\u63a8\u65ad\u663e\u793a\uff1a\u5176\u80cc\u540e\u6839\u56e0\u662f\u201c\u5de5\u4f4d5\u7684\u4e00\u53f0\u975e\u6807\u62e7\u7d27\u673a\u8001\u5316\u5bfc\u81f4\u8282\u62cd\u5ef6\u957f\u201d\uff0c\u8fdb\u800c\u8feb\u4f7f\u7f13\u51b2\u533a\u7684\u8282\u62cd\u9600\u503c\u8c03\u6574\uff0c\u5de5\u4f4d7\u4e3a\u7b49\u5f85\u800c\u9891\u7e41\u542f\u505c\u5939\u5177\u3002\u76f4\u63a5\u5e72\u9884\u5de5\u4f4d7\u65e0\u957f\u6548\uff1b\u5e72\u9884\u5de5\u4f4d5\uff08\u7ef4\u4fee\u62e7\u7d27\u673a\uff09\u5219\u6839\u6cbb\u3002\u8c03\u6574\u540e\uff0c\u4ea7\u7ebf\u80fd\u8017\u56de\u5230\u6b63\u5e38\u6c34\u5e73\u3002<\/p>\n\n\n\n

      4. \u5e72\u9884\u7b56\u7565\u4f18\u5316\u4e0e\u53cd\u4e8b\u5b9e\u63a8\u7406<\/h4>\n\n\n\n

      \u627e\u5230\u6839\u56e0\u540e\uff0c\u9700\u8981\u51b3\u5b9a\u201c\u5982\u4f55\u5e72\u9884\u201d\u3002\u4f8b\u5982\uff0c\u6839\u56e0\u662f\u201c\u67d0\u7a7a\u538b\u673a\u52a0\u8f7d\u65f6\u95f4\u8fc7\u957f\u201d\uff0c\u53ef\u80fd\u7684\u5e72\u9884\u6709\uff1aA) \u964d\u4f4e\u538b\u529b\u8bbe\u5b9a\u503c\uff1bB) \u589e\u52a0\u50a8\u6c14\u7f50\u5bb9\u91cf\uff1bC) \u4fee\u590d\u67d0\u5904\u5fae\u5c0f\u6cc4\u6f0f\u3002<\/p>\n\n\n\n

      \u53cd\u4e8b\u5b9e\u63a8\u7406<\/strong> \u5141\u8bb8\u6211\u4eec\u5728\u4e0d\u5b9e\u9645\u6539\u53d8\u4ea7\u7ebf\u7684\u60c5\u51b5\u4e0b\uff0c\u6a21\u62df\u201c\u5982\u679c\u5f53\u65f6\u91c7\u53d6\u4e86\u4e0d\u540c\u5e72\u9884\uff0c\u80fd\u8017\u4f1a\u600e\u6837\uff1f\u201d\u3002<\/p>\n\n\n\n

      \u6784\u5efa\u4e00\u4e2a\u7ed3\u6784\u65b9\u7a0b\u6a21\u578b\uff08\u4f8b\u5982\u7528\u7ebf\u6027\u56de\u5f52\u6216\u9ad8\u65af\u8fc7\u7a0b\u8868\u793a\u6bcf\u4e2a\u56e0\u679c\u5173\u7cfb\uff09\u3002\u5bf9\u4e8e\u5386\u53f2\u65e5\u5fd7\u4e2d\u7684\u4e00\u5929 t<\/mi><\/mrow><\/semantics><\/math>t<\/em>\uff0c\u6211\u4eec\u8bb0\u5f55\u6240\u6709\u53d8\u91cf\u7684\u503c X<\/mi>t<\/mi><\/msub><\/mrow><\/semantics><\/math>X<\/em>t<\/em>\u200b\u3002\u53cd\u4e8b\u5b9e\u95ee\u9898\uff1a\u201c\u5982\u679c\u5f53\u65f6\u6211\u4eec\u505a\u4e86\u5e72\u9884 I<\/mi><\/mrow><\/semantics><\/math>I<\/em>\uff0c\u90a3\u4e48\u80fd\u8017 Y<\/mi><\/mrow><\/semantics><\/math>Y<\/em> \u4f1a\u662f\u591a\u5c11\uff1f\u201d<\/p>\n\n\n\n

      \u8ba1\u7b97\u65b9\u6cd5\uff08\u4e09\u5c42\u53cd\u4e8b\u5b9e\uff09\uff1a<\/p>\n\n\n\n

        \n
      1. \u4e8b\u5b9e<\/strong>\uff1a\u6839\u636eSCM\u548c\u5916\u751f\u566a\u58f0\u00a0\u03f5<\/mi><\/mrow><\/semantics><\/math>\u03f5<\/em>\u00a0\u91cd\u6f14\u00a0X<\/mi>t<\/mi><\/msub><\/mrow><\/semantics><\/math>X<\/em>t<\/em>\u200b\u3002<\/li>\n\n\n\n
      2. \u5e72\u9884<\/strong>\uff1a\u4fee\u6539DAG\uff0c\u5220\u9664\u6307\u5411\u88ab\u5e72\u9884\u53d8\u91cf\u7684\u8fb9\uff0c\u5e76\u5f3a\u5236\u8bbe\u5b9a\u5176\u503c\u4e3a\u5e72\u9884\u540e\u7684\u503c\u3002<\/li>\n\n\n\n
      3. \u9884\u6d4b<\/strong>\uff1a\u4f7f\u7528\u4fee\u6539\u540e\u7684SCM\u548c\u566a\u58f0\u503c\uff0c\u6a21\u62df\u8ba1\u7b97\u6240\u6709\u4e0b\u6e38\u53d8\u91cf\uff0c\u5f97\u5230\u53cd\u4e8b\u5b9e\u80fd\u8017\u00a0Y<\/mi>c<\/mi>f<\/mi><\/mrow><\/msub><\/mrow><\/semantics><\/math>Y<\/em>c<\/em>f<\/em>\u200b\u3002<\/li>\n<\/ol>\n\n\n\n

        \u5bf9\u6bcf\u4e2a\u5019\u9009\u5e72\u9884\u7b56\u7565\uff0c\u5728\u591a\u4e2a\u5386\u53f2\u5f02\u5e38\u65e5\u8fd0\u884c\u53cd\u4e8b\u5b9e\u4eff\u771f\uff0c\u5f97\u5230\u8282\u80fd\u6548\u679c\u7684\u5206\u5e03\u3002\u9009\u62e9\u671f\u671b\u8282\u80fd\u6700\u9ad8\u4e14\u6210\u672c\u53ef\u884c\u7684\u7b56\u7565\u3002<\/p>\n\n\n\n

        \u5728\u6211\u4eec\u7684\u6848\u4f8b\u4e2d\uff0c\u5bf9\u7a7a\u538b\u673a\u7b56\u7565\u8fdb\u884c\u53cd\u4e8b\u5b9e\u6bd4\u8f83\uff1a<\/p>\n\n\n\n

          \n
        • \u7b56\u7565A\uff08\u964d\u538b2bar\uff09\uff1a\u5e73\u5747\u8282\u80fd8%\uff0c\u4f46\u6709\u538b\u529b\u4e0d\u8db3\u98ce\u9669\u3002<\/li>\n\n\n\n
        • \u7b56\u7565B\uff08\u589e\u52a0\u50a8\u6c14\u7f50\uff09\uff1a\u8282\u80fd6%\uff0c\u6295\u8d44\u8f83\u5927\u3002<\/li>\n\n\n\n
        • \u7b56\u7565C\uff08\u4fee\u590d\u5fae\u5c0f\u6cc4\u6f0f\uff09\uff1a\u7ecf\u53cd\u4e8b\u5b9e\u53d1\u73b0\uff0c\u67d0\u5904\u6cc4\u6f0f\u5bfc\u81f4\u52a0\u8f7d\u65f6\u95f4\u589e\u52a030%\uff0c\u4fee\u590d\u540e\u53ef\u8282\u80fd12.5%\uff0c\u4e14\u65e0\u98ce\u9669\u3002\u5b9e\u9645\u6267\u884c\u540e\uff0c\u5b9e\u6d4b\u8282\u80fd12.7%\uff0c\u4e0e\u53cd\u4e8b\u5b9e\u9884\u6d4b\u9ad8\u5ea6\u543b\u5408\u3002<\/li>\n<\/ul>\n\n\n\n

          5. \u5b9e\u65bd\u6311\u6218\u4e0e\u5e94\u5bf9<\/h4>\n\n\n\n
            \n
          • \u56e0\u679c\u56fe\u7684\u53ef\u4fe1\u5ea6<\/strong>\uff1a\u7eaf\u6570\u636e\u9a71\u52a8PC\u7b97\u6cd5\u53ef\u80fd\u4ea7\u751f\u9519\u8bef\u8fb9\uff08\u5982\u65b9\u5411\u9519\u8bef\uff09\u3002\u5fc5\u987b\u4e0e\u9886\u57df\u4e13\u5bb6\u8fed\u4ee3\u9a8c\u8bc1\u3002\u6211\u4eec\u5f00\u53d1\u4e86\u53ef\u89c6\u5316\u4ea4\u4e92\u5de5\u5177\uff0c\u8ba9\u4e13\u5bb6\u201c\u7ea0\u504f\u201d\u3002<\/li>\n\n\n\n
          • \u672a\u89c2\u6d4b\u6df7\u6742<\/strong>\uff1a\u5982\u201c\u64cd\u4f5c\u5458\u6280\u80fd\u6c34\u5e73\u201d\u53ef\u80fd\u672a\u88ab\u8bb0\u5f55\u3002\u53ef\u4f7f\u7528\u654f\u611f\u6027\u5206\u6790\u8bc4\u4f30\u7ed3\u679c\u5bf9\u6f5c\u5728\u6df7\u6742\u7684\u7a33\u5065\u6027\u3002<\/li>\n\n\n\n
          • \u8ba1\u7b97\u590d\u6742\u5ea6<\/strong>\uff1a\u5bf9\u4e8e\u4e0a\u767e\u53d8\u91cf\u7684\u5168\u56fe\uff0cdo-calculus\u8ba1\u7b97\u91cf\u5927\u3002\u6211\u4eec\u91c7\u7528\u56e0\u679c\u5c42\u6b21\u5316<\/strong>\uff1a\u5148\u5206\u89e3\u4ea7\u7ebf\u4e3a\u591a\u4e2a\u677e\u6563\u8026\u5408\u7684\u5b50\u7cfb\u7edf\uff0c\u5206\u522b\u63a8\u65ad\u518d\u6574\u5408\u3002<\/li>\n<\/ul>\n\n\n\n

            6. \u7ed3\u8bba<\/h4>\n\n\n\n

            \u56e0\u679c\u63a8\u65ad\u4e3a\u5de5\u4e1a\u80fd\u8017\u5f02\u5e38\u5206\u6790\u5e26\u6765\u4e86\u65b9\u6cd5\u8bba\u4e0a\u7684\u9769\u547d\u3002\u5b83\u8ba9\u6211\u4eec\u4ece\u201c\u4ec0\u4e48\u4e0e\u4ec0\u4e48\u6709\u5173\u201d\u8d70\u5411\u201c\u4e3a\u4ec0\u4e48\u53d1\u751f\uff0c\u4ee5\u53ca\u5982\u679c\u6211\u4eec\u6539\u53d8\uff0c\u4f1a\u600e\u6837\u201d\u3002\u5bf9\u4e8e\u975e\u6807\u4ea7\u7ebf\u8fd9\u79cd\u7f3a\u4e4f\u5148\u9a8c\u77e5\u8bc6\u3001\u53d8\u91cf\u8026\u5408\u590d\u6742\u7684\u7cfb\u7edf\uff0c\u56e0\u679c\u65b9\u6cd5\u6bd4\u7eaf\u9ed1\u76d2\u6a21\u578b\u66f4\u5177\u89e3\u91ca\u6027\u548c\u5e72\u9884\u6307\u5bfc\u4ef7\u503c\u3002\u672a\u6765\uff0c\u7ed3\u5408\u6570\u5b57\u5b6a\u751f\uff0c\u53ef\u4ee5\u6784\u5efa\u5b9e\u65f6\u7684\u56e0\u679c\u53cd\u4e8b\u5b9e\u5f15\u64ce\uff0c\u8ba9\u4ea7\u7ebf\u5177\u5907\u81ea\u6211\u5e72\u9884\u7684\u8ba4\u77e5\u80fd\u529b\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"

            \u975e\u6807\u4ea7\u7ebf\u56e0\u6d41\u7a0b\u5b9a\u5236\u5316\u3001\u8bbe\u5907\u5f02\u6784\u6027\u5f3a\uff0c\u80fd\u8017\u5f02\u5e38\u9891\u53d1\uff0c\u4f20\u7edf\u5173\u8054\u5206\u6790\u65b9\u6cd5\u96be\u4ee5\u533a\u5206\u56e0\u679c\u4e0e\u4f2a\u76f8\u5173\u3002\u672c\u6587\u5f15\u5165\u56e0\u679c\u63a8\u65ad\u6846\u67b6\uff0c […]<\/p>\n","protected":false},"author":1,"featured_media":889,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"themepark_post_bcolor":"#f5f5f5","themepark_post_width":"1022px","themepark_post_img":"","themepark_post_img_po":"left","themepark_post_img_re":false,"themepark_post_img_cover":false,"themepark_post_img_fixed":false,"themepark_post_hide_title":false,"themepark_post_main_b":"","themepark_post_main_p":100,"themepark_paddingblock":false,"footnotes":""},"categories":[2],"tags":[],"class_list":["post-1480","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-news"],"metadata":{"_edit_lock":["1779076803:1"],"_thumbnail_id":["889"],"_edit_last":["1"],"catce":["sidebar-widgets4"],"themepark_seo_description":["\u901a\u8fc7\u6784\u5efa\u7ed3\u6784\u56e0\u679c\u6a21\u578b\u4e0eDo-calculus\u5e72\u9884\u8ba1\u7b97\uff0c\u4ece\u89c2\u6d4b\u6570\u636e\u4e2d\u8bc6\u522b\u80fd\u8017\u5f02\u5e38\u7684\u6839\u672c\u539f\u56e0\uff0c\u800c\u975e\u4ec5\u4ec5\u8868\u8c61\u7279\u5f81\u3002\u8fdb\u4e00\u6b65\uff0c\u5229\u7528\u53cd\u4e8b\u5b9e\u63a8\u7406\u9884\u6d4b\u4e0d\u540c\u5e72\u9884\u7b56\u7565\u7684\u8282\u80fd\u6548\u679c\uff0c\u5e76\u57fa\u4e8e\u56e0\u679c\u56fe\u4f18\u5316\u51b3\u7b56\u8def\u5f84\u3002"],"views":["15"]},"medium_url":"http:\/\/www.sdjxsjy.com\/wp-content\/uploads\/2025\/08\/\u7ee7\u7535\u5668\u89e6\u70b9\u9540\u91d1\u673a-300x279.png","thumbnail_url":"http:\/\/www.sdjxsjy.com\/wp-content\/uploads\/2025\/08\/\u7ee7\u7535\u5668\u89e6\u70b9\u9540\u91d1\u673a-150x150.png","full_url":"http:\/\/www.sdjxsjy.com\/wp-content\/uploads\/2025\/08\/\u7ee7\u7535\u5668\u89e6\u70b9\u9540\u91d1\u673a.png","_links":{"self":[{"href":"http:\/\/www.sdjxsjy.com\/index.php?rest_route=\/wp\/v2\/posts\/1480","targetHints":{"allow":["GET"]}}],"collection":[{"href":"http:\/\/www.sdjxsjy.com\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"http:\/\/www.sdjxsjy.com\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"http:\/\/www.sdjxsjy.com\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"http:\/\/www.sdjxsjy.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=1480"}],"version-history":[{"count":1,"href":"http:\/\/www.sdjxsjy.com\/index.php?rest_route=\/wp\/v2\/posts\/1480\/revisions"}],"predecessor-version":[{"id":1481,"href":"http:\/\/www.sdjxsjy.com\/index.php?rest_route=\/wp\/v2\/posts\/1480\/revisions\/1481"}],"wp:featuredmedia":[{"embeddable":true,"href":"http:\/\/www.sdjxsjy.com\/index.php?rest_route=\/wp\/v2\/media\/889"}],"wp:attachment":[{"href":"http:\/\/www.sdjxsjy.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=1480"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"http:\/\/www.sdjxsjy.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=1480"},{"taxonomy":"post_tag","embeddable":true,"href":"http:\/\/www.sdjxsjy.com\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=1480"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}