{"id":88609,"date":"2026-08-01T13:33:58","date_gmt":"2026-08-01T05:33:58","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/88609.html"},"modified":"2026-08-01T13:33:58","modified_gmt":"2026-08-01T05:33:58","slug":"%e8%ae%a1%e5%8f%8a%e9%a3%8e%e7%94%b5%e4%b8%8d%e7%a1%ae%e5%ae%9a%e6%80%a7%e7%9a%84%e7%94%b5%e5%8a%9b%e7%b3%bb%e7%bb%9f%e9%bb%91%e5%90%af%e5%8a%a8%e4%b8%8e%e8%b4%9f%e8%8d%b7%e6%81%a2%e5%a4%8d%e5%8d%8f","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/88609.html","title":{"rendered":"\u8ba1\u53ca\u98ce\u7535\u4e0d\u786e\u5b9a\u6027\u7684\u7535\u529b\u7cfb\u7edf\u9ed1\u542f\u52a8\u4e0e\u8d1f\u8377\u6062\u590d\u534f\u540c\u4f18\u5316\u7814\u7a76\uff08Matlab\u4ee3\u7801\u5b9e\u73b0\uff09"},"content":{"rendered":"<p>\u00a0\u00a0\u00a0\u00a0&#x1f4a5;&#x1f4a5;&#x1f49e;&#x1f49e;\u6b22\u8fce\u6765\u5230\u672c\u535a\u5ba2\u2764\ufe0f\u2764\ufe0f&#x1f4a5;&#x1f4a5;<\/p>\n<\/p>\n<p>&#x1f3c6;\u535a\u4e3b\u4f18\u52bf&#xff1a;&#x1f31e;&#x1f31e;&#x1f31e;\u535a\u5ba2\u5185\u5bb9\u5c3d\u91cf\u505a\u5230\u601d\u7ef4\u7f1c\u5bc6&#xff0c;\u903b\u8f91\u6e05\u6670&#xff0c;\u4e3a\u4e86\u65b9\u4fbf\u8bfb\u8005\u3002<\/p>\n<\/p>\n<p id=\"articleContentId\">&#x1f381;\u5b8c\u6574\u8d44\u6e90\u3001\u8bba\u6587\u590d\u73b0\u3001\u671f\u520a\u5408\u4f5c\u3001\u8bba\u6587\u8f85\u5bfc\u53ca\u79d1\u7814\u4eff\u771f\u5b9a\u5236\u4e8b\u5b9c\u70b9\u51fb&#xff1a;<\/p>\n<p>&#x1f449;&#x1f449;&#x1f449;<span>\u672c\u6587\u5b8c\u6574\u8d44\u6e90\u4e0b\u8f7d<\/span><\/p>\n<\/p>\n<p>\u26f3\ufe0f\u5ea7\u53f3\u94ed&#xff1a;\u884c\u767e\u91cc\u8005&#xff0c;\u534a\u4e8e\u4e5d\u5341\u3002<\/p>\n<h3 id=\"%C2%A0%E2%9B%B3%EF%B8%8F%E8%B5%A0%E4%B8%8E%E8%AF%BB%E8%80%85\">\u00a0\u26f3\ufe0f\u8d60\u4e0e\u8bfb\u8005<\/h3>\n<p>&#x1f468;\u200d&#x1f4bb;\u505a\u79d1\u7814&#xff0c;\u6d89\u53ca\u5230\u4e00\u4e2a\u6df1\u5728\u7684\u601d\u60f3\u7cfb\u7edf&#xff0c;\u9700\u8981\u79d1\u7814\u8005\u903b\u8f91\u7f1c\u5bc6&#xff0c;\u8e0f\u5b9e\u8ba4\u771f&#xff0c;\u4f46\u662f\u4e0d\u80fd\u53ea\u662f\u52aa\u529b&#xff0c;\u5f88\u591a\u65f6\u5019\u501f\u529b\u6bd4\u52aa\u529b\u66f4\u91cd\u8981&#xff0c;\u7136\u540e\u8fd8\u8981\u6709\u4ef0\u671b\u661f\u7a7a\u7684\u521b\u65b0\u70b9\u548c\u542f\u53d1\u70b9\u3002\u5efa\u8bae\u8bfb\u8005\u6309\u76ee\u5f55\u6b21\u5e8f\u9010\u4e00\u6d4f\u89c8&#xff0c;\u514d\u5f97\u9aa4\u7136\u8dcc\u5165\u5e7d\u6697\u7684\u8ff7\u5bab\u627e\u4e0d\u5230\u6765\u65f6\u7684\u8def&#xff0c;\u5b83\u4e0d\u8db3\u4e3a\u4f60\u63ed\u793a\u5168\u90e8\u95ee\u9898\u7684\u7b54\u6848&#xff0c;\u4f46\u82e5\u80fd\u89e3\u7b54\u4f60\u80f8\u4e2d\u5347\u8d77\u7684\u4e00\u6735\u6735\u7591\u4e91&#xff0c;\u4e5f\u672a\u5c1d\u4e0d\u4f1a\u917f\u6210\u665a\u971e\u6591\u6593\u7684\u522b\u4e00\u756a\u666f\u81f4&#xff0c;\u4e07\u4e00\u5b83\u7ed9\u4f60\u5e26\u6765\u4e86\u4e00\u573a\u7cbe\u795e\u4e16\u754c\u7684\u82e6\u96e8&#xff0c;\u90a3\u5c31\u501f\u673a\u6d17\u5237\u4e00\u4e0b\u539f\u6765\u5b58\u653e\u5728\u90a3\u513f\u7684\u201c\u8eba\u5e73\u201d\u4e0a\u7684\u5c18\u57c3\u5427\u3002<\/p>\n<p>\u00a0 \u00a0 \u00a0\u6216\u8bb8&#xff0c;\u96e8\u8fc7\u4e91\u6536&#xff0c;\u795e\u9a70\u7684\u5929\u5730\u66f4\u6e05\u6717&#8230;&#8230;.&#x1f50e;&#x1f50e;&#x1f50e;<\/p>\n<h3 id=\"%F0%9F%92%A51%20%E6%A6%82%E8%BF%B0\">&#x1f4a5;\u7b2c\u4e00\u90e8\u5206\u2014\u2014\u5185\u5bb9\u4ecb\u7ecd<\/h3>\n<p><img loading=\"lazy\" decoding=\"async\" alt=\"\" height=\"1062\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/08\/20260801053349-6a6d853d5e185.png\" width=\"2366\" \/><\/p>\n<h2>\u8ba1\u53ca\u98ce\u7535\u4e0d\u786e\u5b9a\u6027\u7684\u7535\u529b\u7cfb\u7edf\u9ed1\u542f\u52a8\u4e0e\u8d1f\u8377\u6062\u590d\u534f\u540c\u4f18\u5316\u7814\u7a76<\/h2>\n<h3>\u6458\u8981<\/h3>\n<p>\u5927\u505c\u7535\u4e8b\u6545\u53d1\u751f\u540e&#xff0c;\u5b8c\u6574\u3001\u9ad8\u6548\u7684\u9ed1\u542f\u52a8\u4e0e\u8d1f\u8377\u6062\u590d\u6d41\u7a0b\u662f\u5feb\u901f\u6062\u590d\u7535\u7f51\u4f9b\u7535\u3001\u964d\u4f4e\u505c\u7535\u7ecf\u6d4e\u635f\u5931\u3001\u63d0\u5347\u7535\u529b\u7cfb\u7edf\u97e7\u6027\u7684\u6838\u5fc3\u624b\u6bb5\u3002\u9488\u5bf9\u73b0\u6709\u9ed1\u542f\u52a8\u6062\u590d\u7b56\u7565\u5ffd\u7565\u65b0\u80fd\u6e90\u51fa\u529b\u968f\u673a\u6ce2\u52a8\u3001\u673a\u7ec4\u542f\u52a8\u65f6\u5e8f\u4e0e\u7f51\u67b6\u91cd\u6784\u3001\u8d1f\u8377\u6062\u590d\u4e4b\u95f4\u8026\u5408\u534f\u8c03\u4e0d\u8db3\u7684\u95ee\u9898&#xff0c;\u672c\u6587\u53c2\u8003\u73b0\u6709\u8ba1\u53ca\u98ce\u7535\u4e0d\u786e\u5b9a\u6027\u7684\u9ed1\u542f\u52a8\u4f18\u5316\u5efa\u6a21\u601d\u8def&#xff0c;\u4ee5 IEEE39 \u8282\u70b9\u6807\u51c6\u6d4b\u8bd5\u7cfb\u7edf\u4e3a\u7814\u7a76\u8f7d\u4f53&#xff0c;\u7efc\u5408\u8003\u8651\u9ed1\u542f\u52a8\u7535\u6e90\u542f\u52a8\u7ea6\u675f\u3001\u5e38\u89c4\u706b\u7535\u673a\u7ec4\u51b7\u70ed\u542f\u52a8\u65f6\u95f4\u4e0e\u529f\u7387\u722c\u5761\u7279\u6027\u3001\u7535\u7f51\u62d3\u6251\u91cd\u6784\u5b89\u5168\u9650\u5236\u3001\u98ce\u7535\u51fa\u529b\u533a\u95f4\u4e0d\u786e\u5b9a\u6027\u7b49\u591a\u91cd\u8fd0\u884c\u8fb9\u754c&#xff0c;\u5efa\u7acb\u4ee5\u5168\u6062\u590d\u5468\u671f\u7d2f\u8ba1\u505c\u7535\u8d1f\u8377\u6700\u5c0f\u4e3a\u4f18\u5316\u76ee\u6807\u7684\u6df7\u5408\u6574\u6570\u7ebf\u6027\u89c4\u5212\u534f\u540c\u6062\u590d\u6a21\u578b\u3002\u4f9d\u6258 MATLAB-Yalmip-Gurobi \u8054\u5408\u4f18\u5316\u6c42\u89e3\u6846\u67b6\u5b9e\u73b0\u6a21\u578b\u5b8c\u6574\u6c42\u89e3&#xff0c;\u7edf\u7b79\u534f\u8c03\u9ed1\u542f\u52a8\u673a\u7ec4\u542f\u52a8\u6b21\u5e8f\u3001\u8f93\u7535\u7f51\u67b6\u6062\u590d\u8def\u5f84\u3001\u5206\u9636\u6bb5\u8d1f\u8377\u6295\u9001\u89c4\u6a21&#xff0c;\u91cf\u5316\u5206\u6790\u98ce\u7535\u968f\u673a\u6ce2\u52a8\u5bf9\u5404\u9636\u6bb5\u6062\u590d\u65f6\u5e8f\u3001\u4f9b\u7535\u6062\u590d\u6548\u7387\u7684\u5f71\u54cd\u89c4\u5f8b\u3002\u7814\u7a76\u6210\u679c\u53ef\u4e3a\u6781\u7aef\u707e\u5bb3\u4e0b\u7535\u7f51\u707e\u540e\u5feb\u901f\u6062\u590d\u3001\u6e90\u7f51\u8377\u534f\u540c\u8c03\u5ea6\u4f18\u5316\u3001\u7535\u7f51\u97e7\u6027\u91cf\u5316\u63d0\u5347\u63d0\u4f9b\u7406\u8bba\u652f\u6491\u4e0e\u4eff\u771f\u5206\u6790\u8303\u5f0f\u3002<\/p>\n<p>\u5173\u952e\u8bcd&#xff1a;\u7535\u529b\u7cfb\u7edf&#xff1b;\u9ed1\u542f\u52a8&#xff1b;\u8d1f\u8377\u6062\u590d&#xff1b;\u98ce\u7535\u4e0d\u786e\u5b9a\u6027&#xff1b;\u6df7\u5408\u6574\u6570\u7ebf\u6027\u89c4\u5212&#xff1b;\u7535\u7f51\u97e7\u6027&#xff1b;\u65f6\u5e8f\u534f\u540c\u4f18\u5316<\/p>\n<h3>1 \u5f15\u8a00<\/h3>\n<h4>1.1 \u7814\u7a76\u80cc\u666f\u4e0e\u610f\u4e49<\/h4>\n<p>\u5168\u7403\u8303\u56f4\u5185\u6781\u7aef\u6c14\u8c61\u707e\u5bb3\u3001\u8bbe\u5907\u8fde\u9501\u6545\u969c\u3001\u4eba\u4e3a\u8bef\u64cd\u4f5c\u7b49\u8bf1\u56e0\u5f15\u53d1\u7684\u5927\u9762\u79ef\u505c\u7535\u4e8b\u6545\u9891\u53d1&#xff0c;\u7535\u7f51\u5168\u57df\u5931\u7535\u540e\u82e5\u65e0\u79d1\u5b66\u6709\u5e8f\u7684\u6062\u590d\u65b9\u6848&#xff0c;\u5c06\u9020\u6210\u5de5\u4e1a\u751f\u4ea7\u505c\u6ede\u3001\u5c45\u6c11\u751f\u6d3b\u5931\u80fd\u3001\u516c\u5171\u57fa\u7840\u8bbe\u65bd\u762b\u75ea\u7b49\u5de8\u989d\u7ecf\u6d4e\u4e0e\u793e\u4f1a\u635f\u5931\u3002\u9ed1\u542f\u52a8\u4f5c\u4e3a\u5927\u505c\u7535\u540e\u7684\u7b2c\u4e00\u9053\u6062\u590d\u5de5\u5e8f&#xff0c;\u4f9d\u9760\u5177\u5907\u81ea\u542f\u52a8\u80fd\u529b\u7684\u673a\u7ec4\u4f5c\u4e3a\u521d\u59cb\u7535\u6e90&#xff0c;\u9010\u6b65\u5e26\u52a8\u65e0\u81ea\u542f\u52a8\u80fd\u529b\u7684\u5e38\u89c4\u706b\u7535\u3001\u65b0\u80fd\u6e90\u673a\u7ec4&#xff0c;\u540c\u6b65\u5b8c\u6210\u8f93\u7535\u7ebf\u8def\u5408\u95f8\u3001\u53d8\u7535\u7ad9\u5e26\u7535\u3001\u91cd\u8981\u8d1f\u8377\u5206\u6279\u6062\u590d&#xff0c;\u6574\u5957\u6d41\u7a0b\u6d89\u53ca\u7535\u6e90\u3001\u7f51\u67b6\u3001\u8d1f\u8377\u591a\u4e3b\u4f53\u65f6\u5e8f\u8026\u5408&#xff0c;\u6062\u590d\u65b9\u6848\u7684\u4f18\u52a3\u76f4\u63a5\u51b3\u5b9a\u505c\u7535\u65f6\u957f\u4e0e\u635f\u5931\u89c4\u6a21\u3002<\/p>\n<p>\u65b0\u578b\u7535\u529b\u7cfb\u7edf\u4e2d\u98ce\u7535\u3001\u5149\u4f0f\u7b49\u65b0\u80fd\u6e90\u88c5\u673a\u5360\u6bd4\u6301\u7eed\u63d0\u5347&#xff0c;\u98ce\u7535\u51fa\u529b\u53d7\u6c14\u8c61\u6761\u4ef6\u5f71\u54cd\u5177\u5907\u663e\u8457\u968f\u673a\u6ce2\u52a8\u7279\u5f81&#xff0c;\u4f20\u7edf\u786e\u5b9a\u6027\u9ed1\u542f\u52a8\u6a21\u578b\u5047\u8bbe\u673a\u7ec4\u51fa\u529b\u6052\u5b9a&#xff0c;\u65e0\u6cd5\u9002\u914d\u65b0\u80fd\u6e90\u5e76\u7f51\u573a\u666f\u4e0b\u7684\u6062\u590d\u89c4\u5212\u9700\u6c42\u3002\u82e5\u5728\u9ed1\u542f\u52a8\u9636\u6bb5\u5ffd\u7565\u98ce\u7535\u4e0d\u786e\u5b9a\u6027&#xff0c;\u6613\u51fa\u73b0\u6062\u590d\u8fc7\u7a0b\u6709\u529f\u529f\u7387\u7f3a\u989d\u3001\u7535\u538b\u8d8a\u9650\u3001\u7ebf\u8def\u8fc7\u8f7d\u7b49\u5b89\u5168\u95ee\u9898&#xff0c;\u5927\u5e45\u5ef6\u957f\u6574\u4f53\u6062\u590d\u5468\u671f\u3002\u56e0\u6b64&#xff0c;\u6784\u5efa\u517c\u987e\u98ce\u7535\u968f\u673a\u7279\u6027\u3001\u673a\u7ec4\u542f\u52a8\u7269\u7406\u7ea6\u675f\u3001\u7f51\u67b6\u91cd\u6784\u4e0e\u8d1f\u8377\u5206\u6279\u6295\u8fd0\u7684\u534f\u540c\u4f18\u5316\u6a21\u578b&#xff0c;\u5bf9\u63d0\u5347\u7535\u7f51\u707e\u540e\u6062\u590d\u80fd\u529b\u3001\u589e\u5f3a\u65b0\u578b\u7535\u529b\u7cfb\u7edf\u97e7\u6027\u5177\u5907\u91cd\u8981\u5de5\u7a0b\u4e0e\u7406\u8bba\u4ef7\u503c\u3002<\/p>\n<h4>1.2 \u56fd\u5185\u5916\u7814\u7a76\u73b0\u72b6\u68b3\u7406<\/h4>\n<p>\u73b0\u6709\u9ed1\u542f\u52a8\u76f8\u5173\u7814\u7a76\u53ef\u5206\u4e3a\u4e09\u7c7b\u6838\u5fc3\u65b9\u5411&#xff1a;\u5176\u4e00\u4e3a\u9ed1\u542f\u52a8\u7535\u6e90\u4f18\u9009\u4e0e\u673a\u7ec4\u542f\u52a8\u65f6\u5e8f\u4f18\u5316&#xff0c;\u8be5\u7c7b\u7814\u7a76\u91cd\u70b9\u91cf\u5316\u706b\u7535\u673a\u7ec4\u51b7\u70ed\u542f\u52a8\u65f6\u957f\u3001\u542f\u52a8\u529f\u7387\u9700\u6c42\u3001\u722c\u5761\u901f\u7387\u7ea6\u675f&#xff0c;\u4ee5\u6062\u590d\u65f6\u957f\u6700\u77ed\u4e3a\u76ee\u6807\u89c4\u5212\u673a\u7ec4\u542f\u52a8\u987a\u5e8f&#xff0c;\u4f46\u666e\u904d\u672a\u5145\u5206\u8003\u8651\u65b0\u80fd\u6e90\u51fa\u529b\u6ce2\u52a8\u5e72\u6270&#xff1b;\u5176\u4e8c\u4e3a\u8f93\u7535\u7f51\u91cd\u6784\u8def\u5f84\u89c4\u5212&#xff0c;\u57fa\u4e8e\u56fe\u8bba\u3001\u6574\u6570\u89c4\u5212\u65b9\u6cd5\u7b5b\u9009\u5b89\u5168\u5408\u95f8\u8def\u5f84&#xff0c;\u89c4\u907f\u6062\u590d\u8fc7\u7a0b\u73af\u7f51\u3001\u6f6e\u6d41\u8d8a\u9650\u7b49\u95ee\u9898&#xff0c;\u591a\u91c7\u7528\u9759\u6001\u6f6e\u6d41\u5047\u8bbe&#xff0c;\u7f3a\u5c11\u591a\u65f6\u6bb5\u65f6\u5e8f\u534f\u540c&#xff1b;\u5176\u4e09\u4e3a\u8d1f\u8377\u6062\u590d\u7b56\u7565\u7814\u7a76&#xff0c;\u533a\u5206\u4e00\u7ea7\u91cd\u8981\u8d1f\u8377\u3001\u5de5\u4e1a\u8d1f\u8377\u3001\u5c45\u6c11\u8d1f\u8377\u5206\u7ea7\u6295\u5207&#xff0c;\u4f18\u5316\u5404\u9636\u6bb5\u53ef\u6062\u590d\u8d1f\u8377\u603b\u91cf&#xff0c;\u4f46\u591a\u6570\u6587\u732e\u5c06\u7535\u6e90\u542f\u52a8\u3001\u7f51\u67b6\u91cd\u6784\u3001\u8d1f\u8377\u6062\u590d\u89e3\u8026\u5355\u72ec\u6c42\u89e3&#xff0c;\u5ffd\u7565\u4e09\u8005\u4e4b\u95f4\u5f3a\u8026\u5408\u5173\u7cfb&#xff0c;\u4f18\u5316\u65b9\u6848\u5168\u5c40\u6700\u4f18\u6027\u4e0d\u8db3\u3002<\/p>\n<p>\u9488\u5bf9\u98ce\u7535\u4e0d\u786e\u5b9a\u6027\u878d\u5165\u9ed1\u542f\u52a8\u573a\u666f\u7684\u7814\u7a76\u4ecd\u5b58\u5728\u5b8c\u5584\u7a7a\u95f4&#xff1a;\u90e8\u5206\u6587\u732e\u4ec5\u5c06\u98ce\u7535\u4f5c\u4e3a\u6062\u590d\u540e\u671f\u8865\u5145\u7535\u6e90&#xff0c;\u672a\u53c2\u4e0e\u521d\u671f\u9ed1\u542f\u52a8\u534f\u540c\u89c4\u5212&#xff1b;\u90e8\u5206\u4e0d\u786e\u5b9a\u6027\u5efa\u6a21\u65b9\u6cd5\u8ba1\u7b97\u590d\u6742\u5ea6\u8f83\u9ad8&#xff0c;\u96be\u4ee5\u9002\u914d\u591a\u8282\u70b9\u3001\u591a\u65f6\u6bb5\u957f\u5468\u671f\u6062\u590d\u573a\u666f&#xff1b;\u540c\u65f6\u591a\u6570\u7814\u7a76\u672a\u6784\u5efa\u7edf\u4e00\u534f\u540c\u4f18\u5316\u67b6\u6784&#xff0c;\u7535\u6e90\u3001\u7f51\u67b6\u3001\u8d1f\u8377\u5206\u9636\u6bb5\u5206\u6b65\u4f18\u5316\u6613\u9020\u6210\u5c40\u90e8\u6700\u4f18&#xff0c;\u7d2f\u8ba1\u505c\u7535\u8d1f\u8377\u635f\u5931\u65e0\u6cd5\u5b9e\u73b0\u5168\u5c40\u6700\u5c0f\u3002\u57fa\u4e8e\u4e0a\u8ff0\u73b0\u6709\u7814\u7a76\u4e0d\u8db3&#xff0c;\u672c\u6587\u6574\u5408\u673a\u7ec4\u542f\u52a8\u65f6\u5e8f\u3001\u7f51\u67b6\u91cd\u6784\u3001\u8d1f\u8377\u5206\u6279\u6062\u590d\u5168\u6d41\u7a0b\u7ea6\u675f&#xff0c;\u5f15\u5165\u98ce\u7535\u51fa\u529b\u4e0d\u786e\u5b9a\u6027\u8fb9\u754c\u6761\u4ef6&#xff0c;\u5efa\u7acb\u4e00\u4f53\u5316\u65f6\u5e8f\u534f\u540c\u4f18\u5316\u6a21\u578b&#xff0c;\u5b8c\u5584\u65b0\u80fd\u6e90\u9ad8\u5360\u6bd4\u7535\u7f51\u9ed1\u542f\u52a8\u6062\u590d\u7406\u8bba\u4f53\u7cfb\u3002<\/p>\n<h4>1.3 \u672c\u6587\u4e3b\u8981\u5de5\u4f5c<\/h4>\n<p>1&#xff09;\u4ee5 IEEE39 \u8282\u70b9\u6807\u51c6\u7535\u529b\u7cfb\u7edf\u4e3a\u4eff\u771f\u6d4b\u8bd5\u8f7d\u4f53&#xff0c;\u5b8c\u6574\u5212\u5206\u9ed1\u542f\u52a8\u5168\u8fc7\u7a0b\u9636\u6bb5&#xff0c;\u533a\u5206\u81ea\u542f\u52a8\u9ed1\u542f\u52a8\u673a\u7ec4\u3001\u5e38\u89c4\u706b\u7535\u673a\u7ec4&#xff0c;\u7cbe\u7ec6\u5316\u523b\u753b\u706b\u7535\u673a\u7ec4\u51b7\u542f\u52a8\u3001\u70ed\u542f\u52a8\u65f6\u95f4\u9608\u503c\u3001\u542f\u52a8\u529f\u7387\u3001\u722c\u5761\u529f\u7387\u7b49\u7269\u7406\u8fd0\u884c\u7279\u6027&#xff1b; 2&#xff09;\u7efc\u5408\u8003\u8651\u8f93\u7535\u7ebf\u8def\u5408\u95f8\u62d3\u6251\u91cd\u6784\u7ea6\u675f\u3001\u8282\u70b9\u7535\u538b\u5b89\u5168\u7ea6\u675f\u3001\u652f\u8def\u6f6e\u6d41\u5bb9\u91cf\u7ea6\u675f\u3001\u98ce\u7535\u51fa\u529b\u533a\u95f4\u4e0d\u786e\u5b9a\u6027\u7ea6\u675f&#xff0c;\u5efa\u7acb\u591a\u65f6\u6bb5\u65f6\u5e8f\u534f\u540c\u4f18\u5316\u6846\u67b6&#xff1b; 3&#xff09;\u9009\u53d6\u5168\u6062\u590d\u5468\u671f\u7d2f\u8ba1\u505c\u7535\u8d1f\u8377\u6700\u5c0f\u4f5c\u4e3a\u6838\u5fc3\u4f18\u5316\u76ee\u6807&#xff0c;\u6784\u5efa\u6df7\u5408\u6574\u6570\u7ebf\u6027\u89c4\u5212\u6a21\u578b&#xff0c;\u89c4\u907f\u975e\u7ebf\u6027\u6a21\u578b\u6c42\u89e3\u96be\u5ea6\u5927\u3001\u6613\u9677\u5165\u5c40\u90e8\u6700\u4f18\u7684\u7f3a\u9677&#xff1b; 4&#xff09;\u4f9d\u6258 MATLAB \u8054\u5408 Yalmip \u5efa\u6a21\u5de5\u5177\u4e0e Gurobi \u5546\u4e1a\u6c42\u89e3\u5668\u5b8c\u6210\u6a21\u578b\u6c42\u89e3&#xff0c;\u5b9e\u73b0\u9ed1\u542f\u52a8\u673a\u7ec4\u542f\u52a8\u6b21\u5e8f\u3001\u7f51\u67b6\u6062\u590d\u8def\u5f84\u3001\u5206\u9636\u6bb5\u8d1f\u8377\u6062\u590d\u89c4\u6a21\u540c\u6b65\u4f18\u5316&#xff1b; 5&#xff09;\u901a\u8fc7\u6807\u51c6\u6d4b\u8bd5\u7cfb\u7edf\u4eff\u771f\u7b97\u4f8b&#xff0c;\u5206\u6790\u98ce\u7535\u4e0d\u786e\u5b9a\u6027\u5bf9\u673a\u7ec4\u542f\u52a8\u65f6\u5e8f\u3001\u8d1f\u8377\u6062\u590d\u901f\u7387\u3001\u6574\u4f53\u505c\u7535\u635f\u5931\u7684\u5f71\u54cd\u89c4\u5f8b&#xff0c;\u9a8c\u8bc1\u6240\u63d0\u534f\u540c\u4f18\u5316\u6a21\u578b\u5728\u7535\u7f51\u707e\u540e\u6062\u590d\u3001\u97e7\u6027\u63d0\u5347\u3001\u6e90\u7f51\u8377\u534f\u540c\u8c03\u5ea6\u573a\u666f\u4e0b\u7684\u9002\u7528\u6027\u4e0e\u6709\u6548\u6027\u3002<\/p>\n<h3>2 \u7535\u529b\u7cfb\u7edf\u9ed1\u542f\u52a8\u5168\u8fc7\u7a0b\u673a\u7406\u4e0e\u7ea6\u675f\u7279\u6027\u5206\u6790<\/h3>\n<h4>2.1 \u5168\u57df\u5931\u7535\u540e\u9ed1\u542f\u52a8\u6574\u4f53\u6d41\u7a0b<\/h4>\n<p>\u7535\u7f51\u53d1\u751f\u5168\u57df\u5927\u505c\u7535\u540e&#xff0c;\u7cfb\u7edf\u6240\u6709\u673a\u7ec4\u3001\u7ebf\u8def\u3001\u8d1f\u8377\u5168\u90e8\u9000\u51fa\u8fd0\u884c&#xff0c;\u6062\u590d\u6d41\u7a0b\u5206\u4e3a\u4e09\u4e2a\u6838\u5fc3\u9636\u6bb5&#xff1a;\u7b2c\u4e00\u9636\u6bb5\u4e3a\u521d\u59cb\u9ed1\u542f\u52a8\u9636\u6bb5&#xff0c;\u4f9d\u9760\u5177\u5907\u72ec\u7acb\u81ea\u542f\u52a8\u80fd\u529b\u7684\u9ed1\u542f\u52a8\u673a\u7ec4&#xff0c;\u65e0\u9700\u5916\u90e8\u7535\u7f51\u4f9b\u7535\u5373\u53ef\u81ea\u4e3b\u542f\u52a8&#xff0c;\u8f93\u51fa\u57fa\u7840\u6709\u529f\u529f\u7387&#xff0c;\u4e3a\u5468\u8fb9\u53d8\u7535\u7ad9\u3001\u8f93\u7535\u7ebf\u8def\u63d0\u4f9b\u542f\u52a8\u7535\u6e90&#xff1b;\u7b2c\u4e8c\u9636\u6bb5\u4e3a\u7f51\u67b6\u62d3\u5c55\u4e0e\u5e38\u89c4\u673a\u7ec4\u542f\u52a8\u9636\u6bb5&#xff0c;\u4f9d\u6258\u5df2\u5e26\u7535\u7f51\u67b6\u9010\u6b65\u5408\u95f8\u8f93\u7535\u7ebf\u8def&#xff0c;\u5f62\u6210\u8fde\u901a\u4f9b\u7535\u533a\u57df&#xff0c;\u5411\u5e38\u89c4\u706b\u7535\u673a\u7ec4\u8f93\u9001\u542f\u52a8\u529f\u7387&#xff0c;\u5206\u51b7\u70ed\u5de5\u51b5\u542f\u52a8\u706b\u7535\u5355\u5143&#xff0c;\u540c\u6b65\u6269\u5145\u7cfb\u7edf\u53ef\u53d1\u6709\u529f\u5bb9\u91cf&#xff1b;\u7b2c\u4e09\u9636\u6bb5\u4e3a\u8d1f\u8377\u5206\u6279\u6062\u590d\u9636\u6bb5&#xff0c;\u4f9d\u6258\u7a33\u5b9a\u8fd0\u884c\u7684\u7535\u6e90\u7f51\u67b6&#xff0c;\u6309\u7167\u8d1f\u8377\u91cd\u8981\u7a0b\u5ea6\u5206\u6279\u6295\u5165\u5404\u7c7b\u8d1f\u8377&#xff0c;\u76f4\u81f3\u5168\u7f51\u4f9b\u7535\u5b8c\u5168\u6062\u590d\u3002<\/p>\n<p>\u4e09\u4e2a\u9636\u6bb5\u5e76\u975e\u72ec\u7acb\u5272\u88c2&#xff0c;\u5b58\u5728\u5f3a\u65f6\u5e8f\u8026\u5408\u5173\u7cfb&#xff1a;\u7ebf\u8def\u7f51\u67b6\u672a\u5b8c\u6210\u5e26\u7535\u524d&#xff0c;\u4e0b\u6e38\u673a\u7ec4\u65e0\u6cd5\u83b7\u53d6\u542f\u52a8\u529f\u7387&#xff1b;\u673a\u7ec4\u672a\u8fbe\u5230\u7a33\u5b9a\u51fa\u529b\u533a\u95f4\u524d&#xff0c;\u4e0d\u53ef\u5927\u89c4\u6a21\u6295\u5165\u8d1f\u8377&#xff1b;\u98ce\u7535\u968f\u673a\u51fa\u529b\u6ce2\u52a8\u4f1a\u6539\u53d8\u7cfb\u7edf\u5b9e\u65f6\u6709\u529f\u5e73\u8861&#xff0c;\u9650\u5236\u5404\u9636\u6bb5\u8d1f\u8377\u6700\u5927\u53ef\u6062\u590d\u5bb9\u91cf&#xff0c;\u56e0\u6b64\u5fc5\u987b\u5f00\u5c55\u5168\u6d41\u7a0b\u534f\u540c\u65f6\u5e8f\u4f18\u5316\u3002<\/p>\n<h4>2.2 \u673a\u7ec4\u542f\u52a8\u7ea6\u675f\u7279\u6027<\/h4>\n<h5>2.2.1 \u9ed1\u542f\u52a8\u81ea\u542f\u52a8\u673a\u7ec4<\/h5>\n<p>\u9ed1\u542f\u52a8\u673a\u7ec4\u65e0\u9700\u5916\u90e8\u7cfb\u7edf\u63d0\u4f9b\u542f\u52a8\u7535\u6e90&#xff0c;\u662f\u5168\u57df\u5931\u7535\u573a\u666f\u4e0b\u552f\u4e00\u521d\u59cb\u529f\u7387\u6765\u6e90&#xff0c;\u5b58\u5728\u6700\u5c0f\u7a33\u5b9a\u51fa\u529b\u3001\u6700\u5927\u8f93\u51fa\u529f\u7387\u7ea6\u675f&#xff0c;\u542f\u52a8\u5b8c\u6210\u540e\u53ef\u6301\u7eed\u8f93\u51fa\u6709\u529f\u652f\u6491\u540e\u7eed\u7f51\u67b6\u642d\u5efa\u4e0e\u673a\u7ec4\u542f\u52a8&#xff0c;\u5176\u542f\u52a8\u65f6\u523b\u4e3a\u6574\u4e2a\u6062\u590d\u6d41\u7a0b\u65f6\u95f4\u8d77\u70b9&#xff0c;\u4f18\u5316\u6a21\u578b\u4e2d\u9700\u4f18\u5148\u786e\u5b9a\u5176\u542f\u52a8\u6295\u5165\u65f6\u6bb5\u3002<\/p>\n<h5>2.2.2 \u5e38\u89c4\u706b\u7535\u673a\u7ec4\u51b7\u70ed\u542f\u52a8\u7279\u6027<\/h5>\n<p>\u5e38\u89c4\u706b\u7535\u673a\u7ec4\u65e0\u81ea\u542f\u52a8\u80fd\u529b&#xff0c;\u5fc5\u987b\u4f9d\u9760\u5916\u90e8\u7535\u7f51\u63d0\u4f9b\u542f\u52a8\u529f\u7387\u65b9\u53ef\u542f\u52a8&#xff0c;\u542f\u52a8\u7279\u6027\u533a\u5206\u51b7\u542f\u52a8\u4e0e\u70ed\u542f\u52a8\u4e24\u7c7b\u5de5\u51b5&#xff1a;\u673a\u7ec4\u505c\u673a\u65f6\u957f\u8f83\u77ed\u65f6\u4e3a\u70ed\u542f\u52a8&#xff0c;\u542f\u52a8\u7b49\u5f85\u65f6\u957f\u77ed\u3001\u6240\u9700\u542f\u52a8\u529f\u7387\u4f4e&#xff1b;\u673a\u7ec4\u957f\u65f6\u95f4\u505c\u673a\u540e\u9505\u7089\u3001\u6c7d\u8f6e\u673a\u8bbe\u5907\u51b7\u5374&#xff0c;\u8fdb\u5165\u51b7\u542f\u52a8\u5de5\u51b5&#xff0c;\u542f\u52a8\u7b49\u5f85\u5468\u671f\u5927\u5e45\u5ef6\u957f&#xff0c;\u542f\u52a8\u9636\u6bb5\u529f\u7387\u9700\u6c42\u66f4\u9ad8\u3002\u540c\u65f6\u673a\u7ec4\u542f\u52a8\u5b8c\u6210\u540e\u5b58\u5728\u529f\u7387\u722c\u5761\u901f\u7387\u9650\u5236&#xff0c;\u65e0\u6cd5\u77ac\u95f4\u8fbe\u5230\u989d\u5b9a\u51fa\u529b&#xff0c;\u722c\u5761\u8fc7\u7a0b\u6709\u529f\u8f93\u51fa\u589e\u91cf\u5b58\u5728\u4e0a\u4e0b\u9650&#xff0c;\u8be5\u7279\u6027\u76f4\u63a5\u7ea6\u675f\u5404\u65f6\u6bb5\u7cfb\u7edf\u53ef\u65b0\u589e\u4f9b\u7535\u5bb9\u91cf&#xff0c;\u662f\u9650\u5236\u8d1f\u8377\u6062\u590d\u901f\u5ea6\u7684\u5173\u952e\u8fb9\u754c\u6761\u4ef6\u3002<\/p>\n<h4>2.3 \u7f51\u7edc\u62d3\u6251\u91cd\u6784\u5b89\u5168\u7ea6\u675f<\/h4>\n<p>\u9ed1\u542f\u52a8\u6062\u590d\u8fc7\u7a0b\u4e2d\u8f93\u7535\u7ebf\u8def\u9700\u5206\u6b65\u5408\u95f8\u5e26\u7535&#xff0c;\u7f51\u67b6\u91cd\u6784\u9700\u6ee1\u8db3\u57fa\u7840\u5b89\u5168\u89c4\u5219&#xff1a;\u672a\u5e26\u7535\u6bcd\u7ebf\u5bf9\u5e94\u7684\u7ebf\u8def\u4e0d\u53ef\u5408\u95f8&#xff1b;\u5355\u9636\u6bb5\u5408\u95f8\u64cd\u4f5c\u4e0d\u5f97\u5f62\u6210\u5b64\u7acb\u73af\u7f51&#xff0c;\u907f\u514d\u64cd\u4f5c\u8fc7\u7535\u538b\u3001\u6f6e\u6d41\u51b2\u51fb&#xff1b;\u6bcf\u6761\u7ebf\u8def\u4ec5\u5b58\u5728\u672a\u6295\u8fd0\u3001\u5e26\u7535\u4e24\u79cd\u72b6\u6001&#xff0c;\u91c7\u7528 0-1 \u6574\u6570\u53d8\u91cf\u8868\u5f81\u7ebf\u8def\u6295\u8fd0\u65f6\u5e8f&#xff1b;\u540c\u65f6\u4efb\u610f\u65f6\u6bb5\u5df2\u5e26\u7535\u7f51\u67b6\u9700\u6ee1\u8db3\u6f6e\u6d41\u5b89\u5168\u7ea6\u675f&#xff0c;\u652f\u8def\u4f20\u8f93\u529f\u7387\u4e0d\u5f97\u8d85\u8fc7\u7ebf\u8def\u989d\u5b9a\u5bb9\u91cf&#xff0c;\u5404\u8282\u70b9\u7535\u538b\u7ef4\u6301\u5728\u5141\u8bb8\u8fd0\u884c\u533a\u95f4&#xff0c;\u9632\u6b62\u6062\u590d\u8fc7\u7a0b\u51fa\u73b0\u8bbe\u5907\u8fc7\u8f7d\u3001\u7535\u538b\u5d29\u6e83\u4e8c\u6b21\u6545\u969c\u3002<\/p>\n<h4>2.4 \u98ce\u7535\u51fa\u529b\u4e0d\u786e\u5b9a\u6027\u7ea6\u675f<\/h4>\n<p>\u98ce\u7535\u51fa\u529b\u7531\u98ce\u901f\u51b3\u5b9a&#xff0c;\u5177\u5907\u660e\u663e\u533a\u95f4\u6ce2\u52a8\u7279\u5f81&#xff0c;\u4e0d\u5b58\u5728\u56fa\u5b9a\u786e\u5b9a\u51fa\u529b\u503c\u3002\u5728\u9ed1\u542f\u52a8\u6062\u590d\u5404\u65f6\u6bb5&#xff0c;\u98ce\u7535\u5b9e\u9645\u51fa\u529b\u5904\u4e8e\u9884\u6d4b\u4e0b\u9650\u4e0e\u4e0a\u9650\u4e4b\u95f4\u4efb\u610f\u6570\u503c&#xff0c;\u7cfb\u7edf\u6709\u529f\u5e73\u8861\u9700\u6ee1\u8db3\u98ce\u7535\u51fa\u529b\u53d6\u6700\u5c0f\u503c\u65f6\u4ecd\u53ef\u7ef4\u6301\u529f\u7387\u4f9b\u9700\u5e73\u8861&#xff0c;\u4ee5\u6b64\u89c4\u907f\u98ce\u7535\u51fa\u529b\u8dcc\u843d\u9020\u6210\u7684\u529f\u7387\u7f3a\u989d\u3001\u8d1f\u8377\u88ab\u8feb\u5207\u9664\u95ee\u9898\u3002\u5c06\u98ce\u7535\u51fa\u529b\u533a\u95f4\u4f5c\u4e3a\u4e0d\u7b49\u5f0f\u7ea6\u675f\u5d4c\u5165\u4f18\u5316\u6a21\u578b&#xff0c;\u91cf\u5316\u4e0d\u786e\u5b9a\u6027\u5bf9\u6062\u590d\u65b9\u6848\u7684\u5236\u7ea6\u4f5c\u7528&#xff0c;\u4fdd\u8bc1\u6240\u5f97\u6062\u590d\u7b56\u7565\u5728\u98ce\u7535\u5168\u6ce2\u52a8\u533a\u95f4\u5185\u5747\u5177\u5907\u5b89\u5168\u53ef\u884c\u6027\u3002<\/p>\n<h4>2.5 \u8d1f\u8377\u6062\u590d\u7ea6\u675f<\/h4>\n<p>\u7cfb\u7edf\u8d1f\u8377\u6309\u7167\u91cd\u8981\u7b49\u7ea7\u5212\u5206&#xff0c;\u4e00\u7ea7\u91cd\u8981\u8d1f\u8377\u5177\u5907\u4f18\u5148\u6062\u590d\u6743\u9650&#xff0c;\u4e0d\u53ef\u957f\u65f6\u95f4\u505c\u7535&#xff1b;\u666e\u901a\u5de5\u4e1a\u3001\u5c45\u6c11\u8d1f\u8377\u53ef\u5ef6\u540e\u5206\u6279\u6295\u8fd0\u3002\u4efb\u610f\u65f6\u6bb5\u6295\u5165\u8d1f\u8377\u603b\u91cf\u4e0d\u5f97\u8d85\u8fc7\u5f53\u524d\u7cfb\u7edf\u53ef\u5bcc\u4f59\u6709\u529f\u5bb9\u91cf&#xff0c;\u5df2\u6062\u590d\u8d1f\u8377\u4e0d\u53ef\u968f\u610f\u5207\u9664&#xff0c;\u8d1f\u8377\u6295\u8fd0\u72b6\u6001\u91c7\u7528\u6574\u6570\u53d8\u91cf\u533a\u5206&#xff0c;\u4ee5\u5404\u65f6\u6bb5\u672a\u6062\u590d\u8d1f\u8377\u7d2f\u52a0\u503c\u5373\u7d2f\u8ba1\u505c\u7535\u8d1f\u8377\u4f5c\u4e3a\u4f18\u5316\u8bc4\u4ef7\u6307\u6807&#xff0c;\u76f4\u89c2\u91cf\u5316\u505c\u7535\u7ecf\u6d4e\u635f\u5931\u89c4\u6a21\u3002<\/p>\n<h3>3 \u8ba1\u53ca\u98ce\u7535\u4e0d\u786e\u5b9a\u6027\u7684\u9ed1\u542f\u52a8\u8d1f\u8377\u6062\u590d\u534f\u540c\u4f18\u5316\u6a21\u578b\u6784\u5efa<\/h3>\n<h4>3.1 \u4f18\u5316\u76ee\u6807\u51fd\u6570\u8bbe\u8ba1<\/h4>\n<p>\u4ee5\u6574\u4e2a\u9ed1\u542f\u52a8\u6062\u590d\u5468\u671f\u5185\u5168\u7f51\u7d2f\u8ba1\u505c\u7535\u8d1f\u8377\u6700\u5c0f\u4e3a\u6838\u5fc3\u4f18\u5316\u76ee\u6807\u3002\u7d2f\u8ba1\u505c\u7535\u8d1f\u8377\u7efc\u5408\u53cd\u6620\u5404\u65f6\u6bb5\u672a\u6062\u590d\u8d1f\u8377\u7684\u6301\u7eed\u65f6\u957f&#xff0c;\u8d1f\u8377\u6062\u590d\u901f\u5ea6\u8d8a\u5feb\u3001\u9ad8\u91cd\u8981\u6027\u8d1f\u8377\u8d8a\u65e9\u6295\u8fd0&#xff0c;\u76ee\u6807\u51fd\u6570\u6570\u503c\u8d8a\u5c0f&#xff0c;\u5bf9\u5e94\u505c\u7535\u7ecf\u6d4e\u635f\u5931\u8d8a\u4f4e\u3002\u8be5\u76ee\u6807\u53ef\u540c\u6b65\u517c\u987e\u673a\u7ec4\u542f\u52a8\u65f6\u5e8f\u3001\u7f51\u67b6\u642d\u5efa\u8fdb\u5ea6\u3001\u8d1f\u8377\u6295\u8fd0\u6b21\u5e8f\u4e09\u8005\u7684\u534f\u540c\u6700\u4f18&#xff0c;\u533a\u522b\u4e8e\u4ec5\u4ee5\u6062\u590d\u603b\u65f6\u957f\u6700\u77ed\u4e3a\u76ee\u6807\u7684\u5355\u4e00\u7ef4\u5ea6\u4f18\u5316&#xff0c;\u66f4\u8d34\u5408\u7535\u7f51\u707e\u540e\u6062\u590d\u5b9e\u9645\u5de5\u7a0b\u8bc9\u6c42\u3002<\/p>\n<h4>3.2 \u6a21\u578b\u7ea6\u675f\u4f53\u7cfb\u642d\u5efa<\/h4>\n<p>\u7ed3\u5408\u524d\u6587\u673a\u7406\u5206\u6790&#xff0c;\u6a21\u578b\u5b8c\u6574\u7ea6\u675f\u4f53\u7cfb\u5206\u4e3a\u4e94\u5927\u7c7b&#xff1a; 1&#xff09;\u673a\u7ec4\u542f\u52a8\u65f6\u5e8f\u7ea6\u675f&#xff1a;\u5305\u542b\u9ed1\u542f\u52a8\u673a\u7ec4\u81ea\u542f\u52a8\u65f6\u5e8f\u7ea6\u675f\u3001\u5e38\u89c4\u706b\u7535\u51b7\u70ed\u542f\u52a8\u7b49\u5f85\u65f6\u95f4\u7ea6\u675f\u3001\u673a\u7ec4\u542f\u52a8\u529f\u7387\u9700\u6c42\u7ea6\u675f\u3001\u6709\u529f\u722c\u5761\u901f\u7387\u4e0a\u4e0b\u9650\u7ea6\u675f\u3001\u673a\u7ec4\u6700\u5927\u6700\u5c0f\u7a33\u5b9a\u51fa\u529b\u7ea6\u675f&#xff1b; 2&#xff09;\u7f51\u7edc\u62d3\u6251\u91cd\u6784\u7ea6\u675f&#xff1a;\u7ebf\u8def\u5408\u95f8\u6295\u8fd0\u65f6\u5e8f\u903b\u8f91\u7ea6\u675f\u3001\u5e26\u7535\u7f51\u67b6\u8fde\u901a\u6027\u7ea6\u675f\u3001\u7981\u6b62\u975e\u6cd5\u73af\u7f51\u64cd\u4f5c\u7ea6\u675f\u3001\u652f\u8def\u6f6e\u6d41\u5bb9\u91cf\u7ea6\u675f\u3001\u8282\u70b9\u7535\u538b\u5b89\u5168\u8fd0\u884c\u7ea6\u675f&#xff1b; 3&#xff09;\u98ce\u7535\u4e0d\u786e\u5b9a\u6027\u7ea6\u675f&#xff1a;\u5404\u65f6\u6bb5\u98ce\u7535\u51fa\u529b\u4e0a\u4e0b\u9650\u533a\u95f4\u7ea6\u675f\u3001\u6781\u7aef\u4f4e\u98ce\u7535\u51fa\u529b\u4e0b\u7cfb\u7edf\u6709\u529f\u5e73\u8861\u4fdd\u969c\u7ea6\u675f&#xff1b; 4&#xff09;\u6709\u529f\u529f\u7387\u5e73\u8861\u7ea6\u675f&#xff1a;\u4efb\u610f\u6062\u590d\u65f6\u6bb5\u5168\u7f51\u53d1\u7535\u603b\u51fa\u529b&#xff08;\u542b\u9ed1\u542f\u52a8\u673a\u7ec4\u3001\u706b\u7535\u3001\u98ce\u7535&#xff09;\u4e0e\u5df2\u6062\u590d\u8d1f\u8377\u3001\u673a\u7ec4\u542f\u52a8\u6d88\u8017\u529f\u7387\u3001\u7f51\u7edc\u635f\u8017\u5b9e\u65f6\u5e73\u8861&#xff1b; 5&#xff09;\u8d1f\u8377\u6062\u590d\u8fd0\u884c\u7ea6\u675f&#xff1a;\u8d1f\u8377\u5206\u7ea7\u4f18\u5148\u6062\u590d\u7ea6\u675f\u3001\u5355\u65f6\u6bb5\u6700\u5927\u53ef\u6295\u8d1f\u8377\u5bb9\u91cf\u7ea6\u675f\u3001\u8d1f\u8377\u6295\u8fd0\u72b6\u6001\u8fde\u7eed\u7ea6\u675f\u3002<\/p>\n<h4>3.3 \u6a21\u578b\u7c7b\u578b\u4e0e\u6c42\u89e3\u6846\u67b6\u8bf4\u660e<\/h4>\n<p>\u6a21\u578b\u5168\u90e8\u7ea6\u675f\u6761\u4ef6\u5747\u8f6c\u5316\u4e3a\u7ebf\u6027\u7b49\u5f0f\u4e0e\u4e0d\u7b49\u5f0f\u7ea6\u675f&#xff0c;\u51b3\u7b56\u53d8\u91cf\u5305\u542b\u8868\u5f81\u673a\u7ec4\u542f\u52a8\u3001\u7ebf\u8def\u6295\u8fd0\u3001\u8d1f\u8377\u6295\u8fd0\u7684 0-1 \u6574\u6570\u53d8\u91cf&#xff0c;\u4ee5\u53ca\u673a\u7ec4\u51fa\u529b\u3001\u8d1f\u8377\u5bb9\u91cf\u7b49\u8fde\u7eed\u53d8\u91cf&#xff0c;\u6574\u4f53\u6784\u6210\u6df7\u5408\u6574\u6570\u7ebf\u6027\u89c4\u5212&#xff08;MILP&#xff09;\u6a21\u578b\u3002\u76f8\u8f83\u4e8e\u975e\u7ebf\u6027\u89c4\u5212\u6a21\u578b&#xff0c;MILP \u4e0d\u5b58\u5728\u591a\u6781\u503c\u5c40\u90e8\u6700\u4f18\u95ee\u9898&#xff0c;\u6c42\u89e3\u7a33\u5b9a\u6027\u66f4\u5f3a&#xff0c;\u9002\u914d\u591a\u8282\u70b9\u3001\u591a\u65f6\u6bb5\u957f\u5468\u671f\u9ed1\u542f\u52a8\u65f6\u5e8f\u4f18\u5316\u573a\u666f\u3002<\/p>\n<p>\u6a21\u578b\u6c42\u89e3\u4f9d\u6258 MATLAB \u8f6f\u4ef6\u642d\u5efa\u4eff\u771f\u73af\u5883&#xff0c;\u901a\u8fc7 Yalmip \u5de5\u5177\u7bb1\u5b8c\u6210\u5168\u90e8\u53d8\u91cf\u3001\u76ee\u6807\u51fd\u6570\u3001\u7ea6\u675f\u6761\u4ef6\u6807\u51c6\u5316\u5efa\u6a21&#xff0c;\u8c03\u7528 Gurobi \u4e13\u4e1a\u6574\u6570\u89c4\u5212\u6c42\u89e3\u5668\u6267\u884c\u5168\u5c40\u6700\u4f18\u6c42\u89e3&#xff0c;\u7a0b\u5e8f\u5185\u90e8\u5bf9\u673a\u7ec4\u3001\u7ebf\u8def\u3001\u8d1f\u8377\u3001\u98ce\u7535\u53c2\u6570\u5206\u6a21\u5757\u6ce8\u91ca&#xff0c;\u67b6\u6784\u5206\u5c42\u6e05\u6670&#xff0c;\u4fbf\u4e8e\u540e\u7eed\u4fee\u6539\u6d4b\u8bd5\u7cfb\u7edf\u53c2\u6570\u3001\u8c03\u6574\u4e0d\u786e\u5b9a\u6027\u8fb9\u754c\u3001\u66f4\u6362\u4f18\u5316\u76ee\u6807\u5f00\u5c55\u62d3\u5c55\u7814\u7a76\u3002<\/p>\n<h4>3.4 \u65f6\u5e8f\u534f\u540c\u4f18\u5316\u67b6\u6784\u903b\u8f91<\/h4>\n<p>\u6452\u5f03\u4f20\u7edf \u201c\u5148\u542f\u673a\u7ec4\u3001\u518d\u642d\u7f51\u67b6\u3001\u6700\u540e\u6062\u590d\u8d1f\u8377\u201d \u7684\u5206\u6b65\u89e3\u8026\u4f18\u5316\u601d\u8def&#xff0c;\u5efa\u7acb\u591a\u65f6\u6bb5\u4e00\u4f53\u5316\u65f6\u5e8f\u534f\u540c\u67b6\u6784\u3002\u4ee5\u79bb\u6563\u65f6\u95f4\u7247\u6bb5\u5212\u5206\u5b8c\u6574\u6062\u590d\u5468\u671f&#xff0c;\u6bcf\u4e2a\u65f6\u95f4\u7247\u6bb5\u540c\u6b65\u51b3\u7b56&#xff1a;\u65b0\u589e\u542f\u52a8\u673a\u7ec4\u96c6\u5408\u3001\u65b0\u589e\u5408\u95f8\u8f93\u7535\u7ebf\u8def\u96c6\u5408\u3001\u672c\u65f6\u6bb5\u53ef\u6295\u5165\u8d1f\u8377\u89c4\u6a21&#xff0c;\u98ce\u7535\u4e0d\u786e\u5b9a\u6027\u8fb9\u754c\u4f5c\u7528\u4e8e\u6bcf\u4e00\u4e2a\u65f6\u95f4\u7247\u6bb5\u7684\u6709\u529f\u5e73\u8861\u7ea6\u675f&#xff0c;\u5b9e\u73b0\u7535\u6e90\u542f\u52a8\u3001\u7f51\u67b6\u62d3\u5c55\u3001\u8d1f\u8377\u6295\u8fd0\u5168\u6d41\u7a0b\u540c\u6b65\u5bfb\u4f18&#xff0c;\u4fdd\u8bc1\u5168\u5c40\u7d2f\u8ba1\u505c\u7535\u8d1f\u8377\u8fbe\u5230\u7406\u8bba\u6700\u5c0f\u503c\u3002<\/p>\n<h3>4 \u4eff\u771f\u7b97\u4f8b\u4e0e\u7ed3\u679c\u5206\u6790<\/h3>\n<h4>4.1 \u6d4b\u8bd5\u7cfb\u7edf\u57fa\u7840\u53c2\u6570\u8bbe\u7f6e<\/h4>\n<p>\u9009\u53d6 IEEE39 \u8282\u70b9\u6807\u51c6\u7535\u529b\u7cfb\u7edf\u4f5c\u4e3a\u4eff\u771f\u8f7d\u4f53&#xff0c;\u7cfb\u7edf\u5185\u914d\u7f6e\u591a\u53f0\u5177\u5907\u81ea\u542f\u52a8\u80fd\u529b\u7684\u9ed1\u542f\u52a8\u673a\u7ec4\u4e0e\u591a\u53f0\u5e38\u89c4\u706b\u7535\u673a\u7ec4&#xff0c;\u533a\u5206\u8bbe\u7f6e\u51b7\u70ed\u542f\u52a8\u65f6\u957f\u4e0e\u542f\u52a8\u529f\u7387\u53c2\u6570&#xff1b;\u7cfb\u7edf\u90e8\u5206\u8282\u70b9\u63a5\u5165\u98ce\u7535\u573a&#xff0c;\u7ed9\u5b9a\u5404\u6062\u590d\u65f6\u6bb5\u98ce\u7535\u51fa\u529b\u9884\u6d4b\u4e0a\u4e0b\u9650\u8868\u5f81\u4e0d\u786e\u5b9a\u6027&#xff1b;\u5168\u7f51\u8d1f\u8377\u6309\u7167\u6c11\u751f\u91cd\u8981\u8d1f\u8377\u3001\u5de5\u4e1a\u8d1f\u8377\u3001\u666e\u901a\u5c45\u6c11\u8d1f\u8377\u5b8c\u6210\u5206\u7ea7&#xff0c;\u8bbe\u7f6e\u5404\u7ea7\u8d1f\u8377\u505c\u7535\u635f\u5931\u6743\u91cd\u3002\u5b8c\u6574\u5212\u5206\u591a\u6bb5\u8fde\u7eed\u6062\u590d\u65f6\u5e8f&#xff0c;\u642d\u5efa\u5168\u57df\u5931\u7535\u4eff\u771f\u521d\u59cb\u573a\u666f&#xff0c;\u5373\u6240\u6709\u673a\u7ec4\u505c\u8fd0\u3001\u7ebf\u8def\u65ad\u5f00\u3001\u8d1f\u8377\u5168\u90e8\u5207\u9664\u3002<\/p>\n<h4>4.2 \u5bf9\u6bd4\u4eff\u771f\u65b9\u6848\u8bbe\u7f6e<\/h4>\n<p>\u8bbe\u7f6e\u4e24\u7ec4\u5bf9\u7167\u65b9\u6848\u7a81\u51fa\u98ce\u7535\u4e0d\u786e\u5b9a\u6027\u4e0e\u65f6\u5e8f\u534f\u540c\u4f18\u5316\u7684\u4f5c\u7528&#xff1a; \u65b9\u6848 1&#xff1a;\u4f20\u7edf\u786e\u5b9a\u6027\u9ed1\u542f\u52a8\u4f18\u5316\u6a21\u578b&#xff0c;\u5047\u8bbe\u98ce\u7535\u51fa\u529b\u56fa\u5b9a\u4e3a\u9884\u6d4b\u5e73\u5747\u503c&#xff0c;\u91c7\u7528\u673a\u7ec4\u3001\u7f51\u67b6\u3001\u8d1f\u8377\u5206\u6b65\u89e3\u8026\u4f18\u5316\u7b56\u7565&#xff1b; \u65b9\u6848 2&#xff1a;\u672c\u6587\u6240\u63d0\u8ba1\u53ca\u98ce\u7535\u4e0d\u786e\u5b9a\u6027\u7684\u65f6\u5e8f\u534f\u540c\u4f18\u5316\u6a21\u578b&#xff0c;\u98ce\u7535\u51fa\u529b\u8bbe\u7f6e\u6ce2\u52a8\u533a\u95f4&#xff0c;\u7535\u6e90 &#8211; \u7f51\u67b6 &#8211; \u8d1f\u8377\u540c\u6b65\u534f\u540c\u6c42\u89e3\u3002<\/p>\n<h4>4.3 \u6062\u590d\u65f6\u5e8f\u4e0e\u8d1f\u8377\u635f\u5931\u7ed3\u679c\u5bf9\u6bd4<\/h4>\n<p>\u5bf9\u6bd4\u4e24\u7ec4\u65b9\u6848\u76ee\u6807\u51fd\u6570\u6570\u503c\u53ef\u77e5&#xff0c;\u672a\u8003\u8651\u98ce\u7535\u6ce2\u52a8\u7684\u786e\u5b9a\u6027\u6a21\u578b\u5f97\u5230\u7684\u6062\u590d\u65b9\u6848\u5b58\u5728\u5b89\u5168\u9690\u60a3&#xff0c;\u5f53\u98ce\u7535\u51fa\u529b\u4f4e\u4e8e\u9884\u6d4b\u5747\u503c\u65f6&#xff0c;\u7cfb\u7edf\u6709\u529f\u529f\u7387\u4e0d\u8db3&#xff0c;\u90e8\u5206\u5df2\u6062\u590d\u8d1f\u8377\u9700\u88ab\u8feb\u5207\u9664&#xff0c;\u5b9e\u9645\u7d2f\u8ba1\u505c\u7535\u8d1f\u8377\u5927\u5e45\u4e0a\u5347&#xff1b;\u672c\u6587\u6a21\u578b\u5d4c\u5165\u98ce\u7535\u51fa\u529b\u533a\u95f4\u7ea6\u675f&#xff0c;\u6240\u6709\u6062\u590d\u65f6\u5e8f\u65b9\u6848\u53ef\u9002\u914d\u98ce\u7535\u5168\u6ce2\u52a8\u533a\u95f4&#xff0c;\u65e0\u9700\u4e2d\u9014\u5207\u8d1f\u8377&#xff0c;\u6574\u4f53\u7d2f\u8ba1\u505c\u7535\u8d1f\u8377\u663e\u8457\u964d\u4f4e\u3002<\/p>\n<p>\u4ece\u6062\u590d\u65f6\u5e8f\u7ef4\u5ea6\u5206\u6790&#xff0c;\u534f\u540c\u4f18\u5316\u67b6\u6784\u80fd\u591f\u5408\u7406\u8c03\u914d\u9ed1\u542f\u52a8\u673a\u7ec4\u542f\u52a8\u987a\u5e8f&#xff0c;\u4f18\u5148\u5408\u95f8\u8fde\u901a\u91cd\u8981\u8d1f\u8377\u533a\u57df\u7684\u8f93\u7535\u7ebf\u8def&#xff0c;\u5728\u706b\u7535\u722c\u5761\u5bb9\u91cf\u5145\u88d5\u65f6\u6bb5\u96c6\u4e2d\u6062\u590d\u9ad8\u7b49\u7ea7\u8d1f\u8377&#xff1b;\u5206\u6b65\u89e3\u8026\u65b9\u6848\u6613\u51fa\u73b0\u7f51\u67b6\u642d\u5efa\u6ede\u540e\u3001\u673a\u7ec4\u542f\u52a8\u65f6\u5e8f\u4e0d\u5408\u7406&#xff0c;\u5173\u952e\u8d1f\u8377\u6062\u590d\u65f6\u95f4\u5927\u5e45\u5ef6\u540e&#xff0c;\u6574\u4f53\u6062\u590d\u5468\u671f\u66f4\u957f\u3002<\/p>\n<h4>4.4 \u98ce\u7535\u4e0d\u786e\u5b9a\u6027\u5bf9\u6062\u590d\u7b56\u7565\u7684\u5f71\u54cd\u89c4\u5f8b<\/h4>\n<p>\u98ce\u7535\u51fa\u529b\u6ce2\u52a8\u533a\u95f4\u8d8a\u5927&#xff0c;\u7cfb\u7edf\u53ef\u9884\u7559\u7684\u6709\u529f\u5907\u7528\u5bb9\u91cf\u9700\u6c42\u8d8a\u9ad8&#xff0c;\u5404\u65f6\u6bb5\u5141\u8bb8\u6295\u5165\u7684\u8d1f\u8377\u89c4\u6a21\u76f8\u5e94\u4e0b\u964d&#xff0c;\u6574\u4f53\u6062\u590d\u5468\u671f\u5c0f\u5e45\u5ef6\u957f&#xff1b;\u98ce\u7535\u63a5\u5165\u8282\u70b9\u9760\u8fd1\u9ed1\u542f\u52a8\u7535\u6e90\u65f6&#xff0c;\u4e0d\u786e\u5b9a\u6027\u5bf9\u521d\u671f\u6062\u590d\u6d41\u7a0b\u5f71\u54cd\u66f4\u4e3a\u663e\u8457&#xff0c;\u9700\u8c03\u6574\u673a\u7ec4\u542f\u52a8\u65f6\u5e8f\u589e\u52a0\u5907\u7528\u706b\u7535\u5bb9\u91cf&#xff1b;\u98ce\u7535\u51fa\u529b\u4e0b\u9650\u6570\u503c\u8d8a\u9ad8&#xff0c;\u7cfb\u7edf\u6709\u529f\u88d5\u5ea6\u8d8a\u5927&#xff0c;\u8d1f\u8377\u6062\u590d\u901f\u5ea6\u8d8a\u5feb&#xff0c;\u7d2f\u8ba1\u505c\u7535\u635f\u5931\u8d8a\u4f4e\u3002\u4eff\u771f\u7ed3\u679c\u8bc1\u660e&#xff0c;\u5728\u9ed1\u542f\u52a8\u5efa\u6a21\u8fc7\u7a0b\u4e2d\u7eb3\u5165\u98ce\u7535\u4e0d\u786e\u5b9a\u6027\u7ea6\u675f\u662f\u4fdd\u969c\u6062\u590d\u65b9\u6848\u5b89\u5168\u53ef\u884c\u7684\u5fc5\u8981\u6761\u4ef6\u3002<\/p>\n<h4>4.5 \u6a21\u578b\u5de5\u7a0b\u9002\u7528\u6027\u5206\u6790<\/h4>\n<p>\u672c\u6587\u642d\u5efa\u7684 MILP \u534f\u540c\u4f18\u5316\u6a21\u578b\u4e0e MATLAB-Yalmip-Gurobi \u6c42\u89e3\u6846\u67b6\u5177\u5907\u826f\u597d\u62d3\u5c55\u6027&#xff1a;\u53ef\u66f4\u6362\u4e0d\u540c\u8282\u70b9\u89c4\u6a21\u6d4b\u8bd5\u7cfb\u7edf\u5f00\u5c55\u4eff\u771f&#xff1b;\u53ef\u8c03\u6574\u98ce\u7535\u51fa\u529b\u6ce2\u52a8\u8fb9\u754c\u5206\u6790\u4e0d\u540c\u65b0\u80fd\u6e90\u6e17\u900f\u7387\u573a\u666f\u6062\u590d\u7279\u6027&#xff1b;\u53ef\u4fee\u6539\u76ee\u6807\u51fd\u6570\u9002\u914d\u6062\u590d\u65f6\u957f\u6700\u77ed\u3001\u6062\u590d\u6210\u672c\u6700\u4f4e\u7b49\u5176\u4ed6\u4f18\u5316\u8bc9\u6c42&#xff1b;\u53ef\u65b0\u589e\u50a8\u80fd\u3001\u5149\u4f0f\u7b49\u5176\u4ed6\u65b0\u80fd\u6e90\u8bbe\u5907\u7ea6\u675f\u62d3\u5c55\u6e90\u7f51\u8377\u534f\u540c\u8c03\u5ea6\u7814\u7a76\u3002\u6a21\u578b\u4eff\u771f\u7ed3\u8bba\u53ef\u76f4\u63a5\u4e3a\u7535\u7f51\u707e\u540e\u9ed1\u542f\u52a8\u9884\u6848\u7f16\u5236\u3001\u53d8\u7535\u7ad9\u7f51\u67b6\u91cd\u6784\u89c4\u5212\u3001\u7535\u7f51\u97e7\u6027\u6307\u6807\u91cf\u5316\u8bc4\u4f30\u63d0\u4f9b\u7406\u8bba\u53c2\u8003&#xff0c;\u9002\u7528\u4e8e\u7535\u529b\u7cfb\u7edf\u6062\u590d\u4f18\u5316\u3001\u65b0\u578b\u7535\u529b\u7cfb\u7edf\u97e7\u6027\u63d0\u5347\u76f8\u5173\u8bfe\u9898\u6df1\u5316\u7814\u7a76\u3002<\/p>\n<h3>5 \u7ed3\u8bba\u4e0e\u5c55\u671b<\/h3>\n<h4>5.1 \u4e3b\u8981\u7ed3\u8bba<\/h4>\n<p>1&#xff09;\u65b0\u578b\u7535\u529b\u7cfb\u7edf\u4e2d\u98ce\u7535\u51fa\u529b\u4e0d\u786e\u5b9a\u6027\u4f1a\u663e\u8457\u5236\u7ea6\u9ed1\u542f\u52a8\u5168\u8fc7\u7a0b\u8d1f\u8377\u6062\u590d\u6548\u7387&#xff0c;\u786e\u5b9a\u6027\u4f18\u5316\u6a21\u578b\u5f97\u5230\u7684\u6062\u590d\u7b56\u7565\u65e0\u6cd5\u5e94\u5bf9\u98ce\u7535\u968f\u673a\u8dcc\u843d\u5de5\u51b5&#xff0c;\u5b58\u5728\u4e8c\u6b21\u505c\u7535\u98ce\u9669&#xff0c;\u5728\u5efa\u6a21\u9636\u6bb5\u5d4c\u5165\u98ce\u7535\u51fa\u529b\u533a\u95f4\u7ea6\u675f\u662f\u4fdd\u969c\u6062\u590d\u65b9\u6848\u5b89\u5168\u7a33\u5b9a\u7684\u5173\u952e&#xff1b; 2&#xff09;\u5c06\u9ed1\u542f\u52a8\u673a\u7ec4\u542f\u52a8\u3001\u5e38\u89c4\u706b\u7535\u51b7\u70ed\u542f\u52a8\u3001\u8f93\u7535\u7f51\u7edc\u62d3\u6251\u91cd\u6784\u3001\u5206\u9636\u6bb5\u8d1f\u8377\u6295\u8fd0\u7eb3\u5165\u7edf\u4e00\u65f6\u5e8f\u534f\u540c\u4f18\u5316\u67b6\u6784&#xff0c;\u76f8\u8f83\u4e8e\u5206\u6b65\u89e3\u8026\u4f18\u5316\u53ef\u6709\u6548\u964d\u4f4e\u5168\u5468\u671f\u7d2f\u8ba1\u505c\u7535\u8d1f\u8377&#xff0c;\u63d0\u5347\u4f9b\u7535\u6062\u590d\u6548\u7387&#xff1b; 3&#xff09;\u4ee5\u7d2f\u8ba1\u505c\u7535\u8d1f\u8377\u6700\u5c0f\u4e3a\u76ee\u6807\u6784\u5efa\u7684\u6df7\u5408\u6574\u6570\u7ebf\u6027\u89c4\u5212\u6a21\u578b\u6c42\u89e3\u7a33\u5b9a\u3001\u5168\u5c40\u6700\u4f18\u6027\u5f3a&#xff0c;\u4f9d\u6258 MATLAB-Yalmip-Gurobi \u4f18\u5316\u6846\u67b6\u53ef\u9ad8\u6548\u5b8c\u6210 IEEE \u6807\u51c6\u8282\u70b9\u7cfb\u7edf\u4eff\u771f\u8ba1\u7b97&#xff0c;\u7a0b\u5e8f\u6a21\u5757\u5316\u67b6\u6784\u4fbf\u4e8e\u540e\u7eed\u591a\u573a\u666f\u62d3\u5c55\u7814\u7a76&#xff1b; 4&#xff09;\u706b\u7535\u673a\u7ec4\u51b7\u70ed\u542f\u52a8\u65f6\u957f\u3001\u722c\u5761\u901f\u7387\u3001\u7ebf\u8def\u7f51\u67b6\u8fde\u901a\u7ea6\u675f\u662f\u9650\u5236\u9ed1\u542f\u52a8\u6062\u590d\u901f\u5ea6\u7684\u6838\u5fc3\u7269\u7406\u8fb9\u754c&#xff0c;\u98ce\u7535\u6ce2\u52a8\u533a\u95f4\u3001\u8d1f\u8377\u5206\u7ea7\u6743\u91cd\u4f1a\u76f4\u63a5\u6539\u53d8\u6700\u4f18\u673a\u7ec4\u542f\u52a8\u4e0e\u8d1f\u8377\u6295\u8fd0\u65f6\u5e8f\u3002<\/p>\n<h4>5.2 \u672a\u6765\u7814\u7a76\u5c55\u671b<\/h4>\n<p>1&#xff09;\u62d3\u5c55\u591a\u7c7b\u578b\u65b0\u80fd\u6e90\u534f\u540c\u9ed1\u542f\u52a8\u573a\u666f&#xff0c;\u7eb3\u5165\u5149\u4f0f\u3001\u50a8\u80fd\u7535\u7ad9\u53c2\u4e0e\u6062\u590d\u8fc7\u7a0b&#xff0c;\u7814\u7a76\u50a8\u80fd\u5e73\u6291\u65b0\u80fd\u6e90\u4e0d\u786e\u5b9a\u6027\u7684\u534f\u540c\u6062\u590d\u7b56\u7565&#xff1b; 2&#xff09;\u8ba1\u53ca\u8f93\u7535\u7ebf\u8def\u6545\u969c\u3001\u673a\u7ec4\u542f\u52a8\u5931\u8d25\u7b49\u591a\u91cd\u968f\u673a\u6545\u969c\u573a\u666f&#xff0c;\u6784\u5efa\u8003\u8651\u591a\u7c7b\u578b\u98ce\u9669\u7684\u9c81\u68d2\u9ed1\u542f\u52a8\u6062\u590d\u6a21\u578b&#xff1b; 3&#xff09;\u878d\u5408\u7535\u7f51\u97e7\u6027\u91cf\u5316\u8bc4\u4ef7\u6307\u6807&#xff0c;\u5efa\u7acb\u517c\u987e\u6062\u590d\u901f\u5ea6\u3001\u505c\u7535\u635f\u5931\u3001\u8bbe\u5907\u64cd\u4f5c\u6210\u672c\u7684\u591a\u76ee\u6807\u9ed1\u542f\u52a8\u4f18\u5316\u6a21\u578b&#xff1b; 4&#xff09;\u9762\u5411\u5b9e\u9645\u533a\u57df\u7535\u7f51\u5f00\u5c55\u5de5\u7a0b\u5316\u5e94\u7528&#xff0c;\u57fa\u4e8e\u771f\u5b9e\u7535\u7f51\u53c2\u6570\u4fee\u6b63\u6a21\u578b\u7ea6\u675f&#xff0c;\u5f00\u53d1\u53ef\u89c6\u5316\u9ed1\u542f\u52a8\u6062\u590d\u51b3\u7b56\u8f85\u52a9\u5de5\u5177\u3002<\/p>\n<h3 id=\"%F0%9F%93%9A2%20%E8%BF%90%E8%A1%8C%E7%BB%93%E6%9E%9C\">&#x1f4da;\u7b2c\u4e8c\u90e8\u5206\u2014\u2014\u8fd0\u884c\u7ed3\u679c<\/h3>\n<p>\u3010\u9ed1\u542f\u52a8\u3011\u7535\u529b\u7cfb\u7edf\u9ed1\u542f\u52a8&#043;\u8d1f\u8377\u6062\u590d<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" alt=\"\" height=\"892\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/08\/20260801053350-6a6d853ee1818.png\" width=\"2334\" \/><\/p>\n<p><img loading=\"lazy\" decoding=\"async\" alt=\"\" height=\"778\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/08\/20260801053352-6a6d85404a9fb.png\" width=\"1184\" \/><\/p>\n<p><img loading=\"lazy\" decoding=\"async\" alt=\"\" height=\"1162\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/08\/20260801053352-6a6d8540adfb4.png\" width=\"2480\" \/><\/p>\n<p><img loading=\"lazy\" decoding=\"async\" alt=\"\" height=\"730\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/08\/20260801053354-6a6d85422ae8c.png\" width=\"1138\" \/><\/p>\n<p><img loading=\"lazy\" decoding=\"async\" alt=\"\" height=\"1214\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/08\/20260801053354-6a6d854289006.png\" width=\"2142\" \/><\/p>\n<h3 id=\"%F0%9F%8E%893%C2%A0%E5%8F%82%E8%80%83%E6%96%87%E7%8C%AE%C2%A0\">&#x1f389;\u7b2c\u4e09\u90e8\u5206\u2014\u2014\u53c2\u8003\u6587\u732e\u00a0<\/h3>\n<p>\u6587\u7ae0\u4e2d\u4e00\u4e9b\u5185\u5bb9\u5f15\u81ea\u7f51\u7edc&#xff0c;\u4f1a\u6ce8\u660e\u51fa\u5904\u6216\u5f15\u7528\u4e3a\u53c2\u8003\u6587\u732e&#xff0c;\u96be\u514d\u6709\u672a\u5c3d\u4e4b\u5904&#xff0c;\u5982\u6709\u4e0d\u59a5&#xff0c;\u8bf7\u968f\u65f6\u8054\u7cfb\u5220\u9664\u3002(\u6587\u7ae0\u5185\u5bb9\u4ec5\u4f9b\u53c2\u8003&#xff0c;\u5177\u4f53\u6548\u679c\u4ee5\u8fd0\u884c\u7ed3\u679c\u4e3a\u51c6)<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" alt=\"\" height=\"1062\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/08\/20260801053356-6a6d85445e108.png\" width=\"2366\" \/><\/p>\n<h3 id=\"%F0%9F%8C%884%20Matlab%E4%BB%A3%E7%A0%81%E5%AE%9E%E7%8E%B0\"><span>\u200b\u200b\u200b\u200b\u200b\u200b&#x1f308;<\/span>\u7b2c\u56db\u90e8\u5206\u2014\u2014\u672c\u6587\u5b8c\u6574\u8d44\u6e90\u4e0b\u8f7d<\/h3>\n<p>\u8d44\u6599\u83b7\u53d6&#xff0c;\u66f4\u591a\u7c89\u4e1d\u798f\u5229&#xff0c;MATLAB|Simulink|Python|\u6570\u636e|\u6587\u6863\u7b49\u5b8c\u6574\u8d44\u6e90\u83b7\u53d6<\/p>\n<p><span>\u672c\u6587\u5b8c\u6574\u8d44\u6e90\u4e0b\u8f7d<\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>&#x1f4a5;&#x1f4a5;&#x1f49e;&#x1f49e;\u6b22\u8fce\u6765\u5230\u672c\u535a\u5ba2\u2764\ufe0f\u2764\ufe0f&#x1f4a5;&#x1f4a5; &#x1f3c6;\u535a\u4e3b\u4f18\u52bf&#xff1a;&#x1f31e;&#x1f31e;&#x1f31e;\u535a\u5ba2\u5185\u5bb9\u5c3d\u91cf\u505a\u5230\u601d\u7ef4\u7f1c\u5bc6&#xff0c;\u903b\u8f91\u6e05\u6670&#xff0c;\u4e3a\u4e86\u65b9\u4fbf\u8bfb\u8005\u3002 &#x1f381;\u5b8c\u6574\u8d44\u6e90\u3001\u8bba\u6587\u590d\u73b0\u3001\u671f\u520a\u5408\u4f5c\u3001\u8bba\u6587\u8f85\u5bfc\u53ca\u79d1\u7814\u4eff\u771f\u5b9a\u5236\u4e8b\u5b9c\u70b9\u51fb&#xff1a; &#x1f449;&#x1f449;&#x1f449;\u672c\u6587\u5b8c\u6574\u8d44\u6e90\u4e0b\u8f7d \u26f3\ufe0f<\/p>\n","protected":false},"author":2,"featured_media":88602,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[1284,50,2792,78],"topic":[],"class_list":["post-88609","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-server","tag-matlab","tag-50","tag-2792","tag-78"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v20.3 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>\u8ba1\u53ca\u98ce\u7535\u4e0d\u786e\u5b9a\u6027\u7684\u7535\u529b\u7cfb\u7edf\u9ed1\u542f\u52a8\u4e0e\u8d1f\u8377\u6062\u590d\u534f\u540c\u4f18\u5316\u7814\u7a76\uff08Matlab\u4ee3\u7801\u5b9e\u73b0\uff09 - \u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.wsisp.com\/helps\/88609.html\" \/>\n<meta property=\"og:locale\" content=\"zh_CN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"\u8ba1\u53ca\u98ce\u7535\u4e0d\u786e\u5b9a\u6027\u7684\u7535\u529b\u7cfb\u7edf\u9ed1\u542f\u52a8\u4e0e\u8d1f\u8377\u6062\u590d\u534f\u540c\u4f18\u5316\u7814\u7a76\uff08Matlab\u4ee3\u7801\u5b9e\u73b0\uff09 - \u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3\" \/>\n<meta property=\"og:description\" content=\"&#x1f4a5;&#x1f4a5;&#x1f49e;&#x1f49e;\u6b22\u8fce\u6765\u5230\u672c\u535a\u5ba2\u2764\ufe0f\u2764\ufe0f&#x1f4a5;&#x1f4a5; &#x1f3c6;\u535a\u4e3b\u4f18\u52bf&#xff1a;&#x1f31e;&#x1f31e;&#x1f31e;\u535a\u5ba2\u5185\u5bb9\u5c3d\u91cf\u505a\u5230\u601d\u7ef4\u7f1c\u5bc6&#xff0c;\u903b\u8f91\u6e05\u6670&#xff0c;\u4e3a\u4e86\u65b9\u4fbf\u8bfb\u8005\u3002 &#x1f381;\u5b8c\u6574\u8d44\u6e90\u3001\u8bba\u6587\u590d\u73b0\u3001\u671f\u520a\u5408\u4f5c\u3001\u8bba\u6587\u8f85\u5bfc\u53ca\u79d1\u7814\u4eff\u771f\u5b9a\u5236\u4e8b\u5b9c\u70b9\u51fb&#xff1a; &#x1f449;&#x1f449;&#x1f449;\u672c\u6587\u5b8c\u6574\u8d44\u6e90\u4e0b\u8f7d \u26f3\ufe0f\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.wsisp.com\/helps\/88609.html\" \/>\n<meta property=\"og:site_name\" content=\"\u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3\" \/>\n<meta property=\"article:published_time\" content=\"2026-08-01T05:33:58+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/08\/20260801053349-6a6d853d5e185.png\" \/>\n<meta name=\"author\" content=\"admin\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"\u4f5c\u8005\" \/>\n\t<meta name=\"twitter:data1\" content=\"admin\" \/>\n\t<meta name=\"twitter:label2\" content=\"\u9884\u8ba1\u9605\u8bfb\u65f6\u95f4\" \/>\n\t<meta name=\"twitter:data2\" content=\"3 \u5206\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/www.wsisp.com\/helps\/88609.html\",\"url\":\"https:\/\/www.wsisp.com\/helps\/88609.html\",\"name\":\"\u8ba1\u53ca\u98ce\u7535\u4e0d\u786e\u5b9a\u6027\u7684\u7535\u529b\u7cfb\u7edf\u9ed1\u542f\u52a8\u4e0e\u8d1f\u8377\u6062\u590d\u534f\u540c\u4f18\u5316\u7814\u7a76\uff08Matlab\u4ee3\u7801\u5b9e\u73b0\uff09 - \u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3\",\"isPartOf\":{\"@id\":\"https:\/\/www.wsisp.com\/helps\/#website\"},\"datePublished\":\"2026-08-01T05:33:58+00:00\",\"dateModified\":\"2026-08-01T05:33:58+00:00\",\"author\":{\"@id\":\"https:\/\/www.wsisp.com\/helps\/#\/schema\/person\/358e386c577a3ab51c4493330a20ad41\"},\"breadcrumb\":{\"@id\":\"https:\/\/www.wsisp.com\/helps\/88609.html#breadcrumb\"},\"inLanguage\":\"zh-Hans\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/www.wsisp.com\/helps\/88609.html\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/www.wsisp.com\/helps\/88609.html#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"\u9996\u9875\",\"item\":\"https:\/\/www.wsisp.com\/helps\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"\u8ba1\u53ca\u98ce\u7535\u4e0d\u786e\u5b9a\u6027\u7684\u7535\u529b\u7cfb\u7edf\u9ed1\u542f\u52a8\u4e0e\u8d1f\u8377\u6062\u590d\u534f\u540c\u4f18\u5316\u7814\u7a76\uff08Matlab\u4ee3\u7801\u5b9e\u73b0\uff09\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/www.wsisp.com\/helps\/#website\",\"url\":\"https:\/\/www.wsisp.com\/helps\/\",\"name\":\"\u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3\",\"description\":\"\u9999\u6e2f\u670d\u52a1\u5668_\u9999\u6e2f\u4e91\u670d\u52a1\u5668\u8d44\u8baf_\u670d\u52a1\u5668\u5e2e\u52a9\u6587\u6863_\u670d\u52a1\u5668\u6559\u7a0b\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/www.wsisp.com\/helps\/?s={search_term_string}\"},\"query-input\":\"required name=search_term_string\"}],\"inLanguage\":\"zh-Hans\"},{\"@type\":\"Person\",\"@id\":\"https:\/\/www.wsisp.com\/helps\/#\/schema\/person\/358e386c577a3ab51c4493330a20ad41\",\"name\":\"admin\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"zh-Hans\",\"@id\":\"https:\/\/www.wsisp.com\/helps\/#\/schema\/person\/image\/\",\"url\":\"https:\/\/gravatar.wp-china-yes.net\/avatar\/?s=96&d=mystery\",\"contentUrl\":\"https:\/\/gravatar.wp-china-yes.net\/avatar\/?s=96&d=mystery\",\"caption\":\"admin\"},\"sameAs\":[\"http:\/\/wp.wsisp.com\"],\"url\":\"https:\/\/www.wsisp.com\/helps\/author\/admin\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"\u8ba1\u53ca\u98ce\u7535\u4e0d\u786e\u5b9a\u6027\u7684\u7535\u529b\u7cfb\u7edf\u9ed1\u542f\u52a8\u4e0e\u8d1f\u8377\u6062\u590d\u534f\u540c\u4f18\u5316\u7814\u7a76\uff08Matlab\u4ee3\u7801\u5b9e\u73b0\uff09 - \u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/www.wsisp.com\/helps\/88609.html","og_locale":"zh_CN","og_type":"article","og_title":"\u8ba1\u53ca\u98ce\u7535\u4e0d\u786e\u5b9a\u6027\u7684\u7535\u529b\u7cfb\u7edf\u9ed1\u542f\u52a8\u4e0e\u8d1f\u8377\u6062\u590d\u534f\u540c\u4f18\u5316\u7814\u7a76\uff08Matlab\u4ee3\u7801\u5b9e\u73b0\uff09 - \u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3","og_description":"&#x1f4a5;&#x1f4a5;&#x1f49e;&#x1f49e;\u6b22\u8fce\u6765\u5230\u672c\u535a\u5ba2\u2764\ufe0f\u2764\ufe0f&#x1f4a5;&#x1f4a5; &#x1f3c6;\u535a\u4e3b\u4f18\u52bf&#xff1a;&#x1f31e;&#x1f31e;&#x1f31e;\u535a\u5ba2\u5185\u5bb9\u5c3d\u91cf\u505a\u5230\u601d\u7ef4\u7f1c\u5bc6&#xff0c;\u903b\u8f91\u6e05\u6670&#xff0c;\u4e3a\u4e86\u65b9\u4fbf\u8bfb\u8005\u3002 &#x1f381;\u5b8c\u6574\u8d44\u6e90\u3001\u8bba\u6587\u590d\u73b0\u3001\u671f\u520a\u5408\u4f5c\u3001\u8bba\u6587\u8f85\u5bfc\u53ca\u79d1\u7814\u4eff\u771f\u5b9a\u5236\u4e8b\u5b9c\u70b9\u51fb&#xff1a; &#x1f449;&#x1f449;&#x1f449;\u672c\u6587\u5b8c\u6574\u8d44\u6e90\u4e0b\u8f7d \u26f3\ufe0f","og_url":"https:\/\/www.wsisp.com\/helps\/88609.html","og_site_name":"\u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3","article_published_time":"2026-08-01T05:33:58+00:00","og_image":[{"url":"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/08\/20260801053349-6a6d853d5e185.png"}],"author":"admin","twitter_card":"summary_large_image","twitter_misc":{"\u4f5c\u8005":"admin","\u9884\u8ba1\u9605\u8bfb\u65f6\u95f4":"3 \u5206"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/www.wsisp.com\/helps\/88609.html","url":"https:\/\/www.wsisp.com\/helps\/88609.html","name":"\u8ba1\u53ca\u98ce\u7535\u4e0d\u786e\u5b9a\u6027\u7684\u7535\u529b\u7cfb\u7edf\u9ed1\u542f\u52a8\u4e0e\u8d1f\u8377\u6062\u590d\u534f\u540c\u4f18\u5316\u7814\u7a76\uff08Matlab\u4ee3\u7801\u5b9e\u73b0\uff09 - \u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3","isPartOf":{"@id":"https:\/\/www.wsisp.com\/helps\/#website"},"datePublished":"2026-08-01T05:33:58+00:00","dateModified":"2026-08-01T05:33:58+00:00","author":{"@id":"https:\/\/www.wsisp.com\/helps\/#\/schema\/person\/358e386c577a3ab51c4493330a20ad41"},"breadcrumb":{"@id":"https:\/\/www.wsisp.com\/helps\/88609.html#breadcrumb"},"inLanguage":"zh-Hans","potentialAction":[{"@type":"ReadAction","target":["https:\/\/www.wsisp.com\/helps\/88609.html"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/www.wsisp.com\/helps\/88609.html#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"\u9996\u9875","item":"https:\/\/www.wsisp.com\/helps"},{"@type":"ListItem","position":2,"name":"\u8ba1\u53ca\u98ce\u7535\u4e0d\u786e\u5b9a\u6027\u7684\u7535\u529b\u7cfb\u7edf\u9ed1\u542f\u52a8\u4e0e\u8d1f\u8377\u6062\u590d\u534f\u540c\u4f18\u5316\u7814\u7a76\uff08Matlab\u4ee3\u7801\u5b9e\u73b0\uff09"}]},{"@type":"WebSite","@id":"https:\/\/www.wsisp.com\/helps\/#website","url":"https:\/\/www.wsisp.com\/helps\/","name":"\u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3","description":"\u9999\u6e2f\u670d\u52a1\u5668_\u9999\u6e2f\u4e91\u670d\u52a1\u5668\u8d44\u8baf_\u670d\u52a1\u5668\u5e2e\u52a9\u6587\u6863_\u670d\u52a1\u5668\u6559\u7a0b","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/www.wsisp.com\/helps\/?s={search_term_string}"},"query-input":"required name=search_term_string"}],"inLanguage":"zh-Hans"},{"@type":"Person","@id":"https:\/\/www.wsisp.com\/helps\/#\/schema\/person\/358e386c577a3ab51c4493330a20ad41","name":"admin","image":{"@type":"ImageObject","inLanguage":"zh-Hans","@id":"https:\/\/www.wsisp.com\/helps\/#\/schema\/person\/image\/","url":"https:\/\/gravatar.wp-china-yes.net\/avatar\/?s=96&d=mystery","contentUrl":"https:\/\/gravatar.wp-china-yes.net\/avatar\/?s=96&d=mystery","caption":"admin"},"sameAs":["http:\/\/wp.wsisp.com"],"url":"https:\/\/www.wsisp.com\/helps\/author\/admin"}]}},"_links":{"self":[{"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/posts\/88609","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/comments?post=88609"}],"version-history":[{"count":0,"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/posts\/88609\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/media\/88602"}],"wp:attachment":[{"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/media?parent=88609"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/categories?post=88609"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/tags?post=88609"},{"taxonomy":"topic","embeddable":true,"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/topic?post=88609"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}