{"id":7276,"date":"2020-06-09T15:33:41","date_gmt":"2020-06-09T07:33:41","guid":{"rendered":"https:\/\/www.soic.org.tw\/?p=7276"},"modified":"2020-06-09T15:33:41","modified_gmt":"2020-06-09T07:33:41","slug":"%e6%99%ba%e6%85%a7%e5%9e%8b%e6%bc%94%e7%ae%97%e6%b3%95%e6%87%89%e7%94%a8%e6%96%bc%e8%88%b9%e8%88%b6%e9%9b%bb%e5%8a%9b%e7%b3%bb%e7%b5%b1","status":"publish","type":"post","link":"https:\/\/www.soic.org.tw\/en\/%e6%99%ba%e6%85%a7%e5%9e%8b%e6%bc%94%e7%ae%97%e6%b3%95%e6%87%89%e7%94%a8%e6%96%bc%e8%88%b9%e8%88%b6%e9%9b%bb%e5%8a%9b%e7%b3%bb%e7%b5%b1\/","title":{"rendered":"\u667a\u6167\u578b\u6f14\u7b97\u6cd5\u61c9\u7528\u65bc\u8239\u8236\u96fb\u529b\u7cfb\u7d71"},"content":{"rendered":"<p><img loading=\"lazy\" decoding=\"async\" class=\"size-full wp-image-7277 aligncenter\" src=\"https:\/\/www.soic.org.tw\/wp-content\/uploads\/2020\/06\/1-2.png\" alt=\"\" width=\"553\" height=\"450\" srcset=\"https:\/\/www.soic.org.tw\/wp-content\/uploads\/2020\/06\/1-2.png 553w, https:\/\/www.soic.org.tw\/wp-content\/uploads\/2020\/06\/1-2-246x200.png 246w, https:\/\/www.soic.org.tw\/wp-content\/uploads\/2020\/06\/1-2-450x366.png 450w\" sizes=\"auto, (max-width: 553px) 100vw, 553px\" \/><\/p>\n<p style=\"text-align: center;\"><strong>\u6a21\u64ec\u7c21\u6613\u8239\u8236\u96fb\u529b\u7cfb\u7d71\u7dda\u8def\u5716<\/strong><\/p>\n<p>\u7531\u65bc\u7269\u806f\u7db2\u7684\u76db\u884c\uff0c\u8a31\u591a\u7684\u6280\u8853\u90fd\u671d\u5411\u7121\u4eba\u5316\u3001\u81ea\u52d5\u5316\u7b49\u65b9\u9762\u524d\u9032\uff0c\u5982\u667a\u80fd\u96fb\u7db2\u3001\u7121\u4eba\u8f09\u5177\u7b49\u7b49\uff0c\u800c\u9019\u4e9b\u6280\u8853\u90fd\u6703\u5229\u7528\u5230\u667a\u6167\u578b\u6f14\u7b97\u6cd5\uff0c\u4ee5\u96fb\u529b\u7cfb\u7d71\u70ba\u4f8b\uff0c\u667a\u6167\u96fb\u7db2\u4e2d\u4e4b\u6a5f\u7d44\u6392\u7a0b\u5e38\u5229\u7528\u667a\u6167\u578b\u6f14\u7b97\u6cd5\uff0c\u5982:\u57fa\u56e0\u6f14\u7b97\u6cd5(Genetic Algorithm)\u3001\u87fb\u62d3\u6f14\u7b97\u6cd5(Ant Colony System)\u3001\u6a21\u7cca\u7cfb\u7d71(Fuzzy System)\u3001\u985e\u795e\u7d93\u7db2\u8def(Neural-network)\u53ef\u4ee5\u66f4\u5feb\u901f\u5730\u627e\u51fa\u6700\u4f73\u5316\u7684\u96fb\u529b\u8abf\u5ea6\uff0c\u800c\u540c\u6a23\u7684\u6b64\u7cfb\u7d71\u540c\u6a23\u4e5f\u53ef\u4ee5\u61c9\u7528\u5728\u8239\u8236\u7cfb\u7d71\u7576\u4e2d\u3002<\/p>\n<p>\u570b\u5916\u6587\u737b\u88e1\u9762\u6709\u8a31\u591a\u4eba\u5c07\u667a\u6167\u578b\u6f14\u7b97\u6cd5\u61c9\u7528\u5728\u8239\u8236\u7cfb\u7d71\u4e2d\uff0c\u5982\u8239\u8236\u52d5\u529b\u3001\u8239\u8236\u5f71\u50cf\u3001\u8239\u8236\u8def\u5f91&#8230;\u7b49\u7b49\uff0c\u800c\u57282011\u5e74\u7684IEEE\u5176\u4e2d\u4e00\u7bc7\u6587\u737b\u63d0\u5230\uff0c\u5229\u7528\u667a\u6167\u578b\u6f14\u7b97\u61c9\u7528\u5728\u8239\u8236\u96fb\u529b\u7cfb\u7d71\u88e1\u9762\uff0c\u8239\u8236\u96fb\u529b\u7cfb\u7d71\u53ef\u4ee5\u6bd4\u64ec\u70ba\u4e00\u500b\u5c0f\u578b\u7684\u9678\u5730\u96fb\u529b\u7cfb\u7d71\u96c6\u4e2d\u65bc\u8239\u4e0a\uff0c\u540c\u6a23\u90fd\u6709\u767c\u96fb\u6a5f\u900f\u904e\u96fb\u7e9c\u50b3\u8f38\u81f3\u8b8a\u58d3\u5668\u8f49\u63db\u96fb\u58d3\u518d\u50b3\u905e\u81f3\u5404\u500b\u8ca0\u8f09\u8a2d\u5099\uff0c\u4f46\u82e5\u5728\u8239\u4e0a\u7684\u767c\u96fb\u8a2d\u5099\u640d\u58de\u5236\u4e0d\u53ef\u4fee\u5fa9\u7684\u60c5\u6cc1\u4e0b\uff0c\u9032\u800c\u5f71\u97ff\u8ca0\u8f09\u7684\u7a69\u5b9a\u5ea6\uff0c\u6700\u5f8c\u53ef\u80fd\u5c0e\u81f4\u7cfb\u7d71\u904e\u8f09\uff0c\u56e0\u6b64\u9700\u8981\u91dd\u5c0d\u8239\u4e0a\u4e4b\u8ca0\u8f09\u8fc5\u901f\u4e14\u679c\u65b7\u7684\u898f\u5283\u51fa\u65b0\u7684\u96fb\u529b\u914d\u7f6e\uff0c\u4fdd\u6301\u8239\u8236\u96fb\u529b\u7cfb\u7d71\u4e4b\u7a69\u5b9a\u5ea6\u3002<\/p>\n<p>\u6b64\u6587\u4f7f\u7528\u4e4b\u6f14\u7b97\u6cd5\u70ba\u57fa\u65bc\u5c0f\u7a2e\u65cf\u7fa4\u7c92\u5b50\u7fa4\u512a\u6cd5(Small-Population on Particle Swarm Optimization)\u91dd\u5c0d\u4e0a\u8ff0\u7684\u554f\u984c\u53ef\u4ee5\u5728\u77ed\u6642\u9593\u5167\u627e\u5230\u6700\u4f73\u7684\u96fb\u529b\u914d\u7f6e\uff0c\u800c\u6839\u64da\u8239\u8266\u7684\u4efb\u52d9\u9700\u6c42\u4e0d\u540c\uff0c\u6f14\u7b97\u6cd5\u6703\u4ee5\u55ae\u4e00\u76ee\u6a19\u89e3\u4ee5\u53ca\u591a\u500b\u76ee\u6a19\u89e3\u7684\u60c5\u6cc1\u4e0b\uff0c\u641c\u5c0b\u51fa\u6700\u4f73\u7684\u7c92\u5b50\uff0c\u7c92\u5b50\u7fa4\u512a\u6cd5(Particle Swarm Optimization)\u7684\u7cbe\u96a8\uff0c\u5c07\u7c92\u5b50\u7fa4\u6bd4\u64ec\u9ce5\u7fa4\u641c\u5c0b\u98df\u7269\u7684\u6a21\u5f0f\uff0c\u800c\u7c92\u5b50\u7fa4\u512a\u6cd5\u662f\u7051\u5165\u4e00\u5927\u7fa4\u7c92\u4f8b\u5b50\uff0c\u6bcf\u4e00\u9846\u7c92\u5b50\u90fd\u6703\u53bb\u627e\u51fa\u5404\u81ea\u7684\u6700\u4f73\u89e3\uff0c\u6700\u5f8c\u6703\u6839\u64da\u773e\u591a\u7684\u6700\u4f73\u89e3\u627e\u51fa\u4e00\u500b\u6700\u4f73\u89e3\uff0c\u4f46\u505a\u6cd5\u662f\u76f8\u5c0d\u8cbb\u6642\u7684\uff0c\u800c\u6b64\u6f14\u7b97\u6cd5\u6295\u5165\u5c11\u8a31\u7684\u7c92\u5b50\u6578\u76ee\u9032\u884c\u8fed\u4ee3\uff0c\u6bcf\u4e00\u6b21\u7684\u8fed\u4ee3\u90fd\u6703\u53bb\u641c\u5c0b\u8239\u96bb\u5167\u7684\u8ca0\u8f09\u904b\u7b97\u4e26\u4e14\u6368\u68c4\u500b\u5225\u89e3\u518d\u6295\u5165\u65b0\u7684\u7c92\u5b50\u518d\u91cd\u65b0\u53bb\u9a57\u7b97\uff0c\u6bcf\u4e00\u6b21\u7684\u9a57\u7b97\u90fd\u6703\u7522\u751f\u51fa\u65b0\u7684\u89e3\u6c7a\u65b9\u6848\uff0c\u900f\u904e\u9019\u6a23\u7684\u6a21\u5f0f\u80fd\u5728\u77ed\u6642\u9593\u627e\u51fa\u6700\u4f73\u7684\u89e3\uff0c\u56e0\u70ba\u6bcf\u4e00\u6b21\u7684\u7c92\u5b50\u6578\u91cf\u5c11\u57f7\u884c\u4e5f\u8fc5\u901f\uff0c\u66f4\u5feb\u901f\u7684\u627e\u5c0b\u89e3\u6c7a\u65b9\u6848\u3002<\/p>\n<p>\u667a\u6167\u578b\u6f14\u7b97\u6cd5\u7684\u61c9\u7528\u5176\u5be6\u5728\u73fe\u5728\u7684\u79d1\u6280\u4e2d\u4e5f\u6f38\u6f38\u7684\u958b\u59cb\u767c\u5c55\u8d77\u4f86\uff0c\u5404\u500b\u9818\u57df\u90fd\u7121\u53ef\u6216\u7f3a\u7684\u65b9\u6cd5\uff0c\u900f\u904e\u9019\u4e9b\u6f14\u7b97\u6cd5\u80fd\u5e36\u7d66\u66f4\u591a\u6280\u8853\u4e0a\u9762\u7684\u5e6b\u52a9\u4e14\u7d50\u5408\u66f4\u591a\u9818\u57df\uff0c\u8239\u8236\u9818\u57df\u4e5f\u6295\u5165\u4e86\u8a31\u591a\u667a\u6167\u578b\u6f14\u7b97\u6cd5\u7684\u61c9\u7528\uff0c\u76f8\u4fe1\u5c0d\u65bc\u5f80\u5f8c\u7684\u8239\u8266\u6216\u662f\u5546\u8239\uff0c\u6703\u6709\u66f4\u5927\u7684\u6548\u76ca\u3002<\/p>\n<p>&nbsp;<\/p>\n<p>\u8cc7\u6599\u4f86\u6e90\uff1a<a href=\"http:\/\/ieeexplore.ieee.org\/document\/5958603\">IEEE\uff0c2011\/9-10\u6708<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u6a21\u64ec\u7c21\u6613\u8239\u8236\u96fb\u529b\u7cfb\u7d71\u7dda\u8def\u5716 \u7531\u65bc\u7269\u806f\u7db2\u7684\u76db\u884c\uff0c\u8a31\u591a\u7684\u6280\u8853\u90fd\u671d\u5411\u7121\u4eba\u5316\u3001\u81ea\u52d5\u5316\u7b49\u65b9\u9762\u524d\u9032\uff0c\u5982\u667a\u80fd\u96fb\u7db2\u3001\u7121\u4eba\u8f09\u5177\u7b49\u7b49\uff0c\u800c\u9019\u4e9b\u6280\u8853\u90fd\u6703\u5229\u7528\u5230\u667a\u6167\u578b\u6f14\u7b97\u6cd5\uff0c\u4ee5\u96fb\u529b\u7cfb\u7d71\u70ba\u4f8b\uff0c\u667a\u6167\u96fb\u7db2\u4e2d\u4e4b\u6a5f\u7d44\u6392\u7a0b\u5e38\u5229\u7528\u667a\u6167\u578b\u6f14\u7b97\u6cd5\uff0c\u5982:\u57fa\u56e0\u6f14\u7b97\u6cd5(Genetic Algorithm)\u3001\u87fb\u62d3\u6f14\u7b97\u6cd5(Ant Colony System)\u3001\u6a21\u7cca\u7cfb\u7d71(Fuzzy System)\u3001\u985e\u795e\u7d93\u7db2\u8def(Neural-network)\u53ef\u4ee5\u66f4\u5feb\u901f\u5730\u627e\u51fa\u6700\u4f73\u5316\u7684\u96fb\u529b\u8abf\u5ea6\uff0c\u800c\u540c\u6a23\u7684\u6b64\u7cfb\u7d71\u540c\u6a23\u4e5f\u53ef\u4ee5\u61c9\u7528\u5728\u8239\u8236\u7cfb\u7d71\u7576\u4e2d\u3002 \u570b\u5916\u6587\u737b\u88e1\u9762\u6709\u8a31\u591a\u4eba\u5c07\u667a\u6167\u578b\u6f14\u7b97\u6cd5\u61c9\u7528\u5728\u8239\u8236\u7cfb\u7d71\u4e2d\uff0c\u5982\u8239\u8236\u52d5\u529b\u3001\u8239\u8236\u5f71\u50cf\u3001\u8239\u8236\u8def\u5f91&#8230;\u7b49\u7b49\uff0c\u800c\u57282011\u5e74\u7684IEEE\u5176\u4e2d\u4e00\u7bc7\u6587\u737b\u63d0\u5230\uff0c\u5229\u7528\u667a\u6167\u578b\u6f14\u7b97\u61c9\u7528\u5728\u8239\u8236\u96fb\u529b\u7cfb\u7d71\u88e1\u9762\uff0c\u8239\u8236\u96fb\u529b\u7cfb\u7d71\u53ef\u4ee5\u6bd4\u64ec\u70ba\u4e00\u500b\u5c0f\u578b\u7684\u9678\u5730\u96fb\u529b\u7cfb\u7d71\u96c6\u4e2d\u65bc\u8239\u4e0a\uff0c\u540c\u6a23\u90fd\u6709\u767c\u96fb\u6a5f\u900f\u904e\u96fb\u7e9c\u50b3\u8f38\u81f3\u8b8a\u58d3\u5668\u8f49\u63db\u96fb\u58d3\u518d\u50b3\u905e\u81f3\u5404\u500b\u8ca0\u8f09\u8a2d\u5099\uff0c\u4f46\u82e5\u5728\u8239\u4e0a\u7684\u767c\u96fb\u8a2d\u5099\u640d\u58de\u5236\u4e0d\u53ef\u4fee\u5fa9\u7684\u60c5\u6cc1\u4e0b\uff0c\u9032\u800c\u5f71\u97ff\u8ca0\u8f09\u7684\u7a69\u5b9a\u5ea6\uff0c\u6700\u5f8c\u53ef\u80fd\u5c0e\u81f4\u7cfb\u7d71\u904e\u8f09\uff0c\u56e0\u6b64\u9700\u8981\u91dd\u5c0d\u8239\u4e0a\u4e4b\u8ca0\u8f09\u8fc5\u901f\u4e14\u679c\u65b7\u7684\u898f\u5283\u51fa\u65b0\u7684\u96fb\u529b\u914d\u7f6e\uff0c\u4fdd\u6301\u8239\u8236\u96fb\u529b\u7cfb\u7d71\u4e4b\u7a69\u5b9a\u5ea6\u3002 \u6b64\u6587\u4f7f\u7528\u4e4b\u6f14\u7b97\u6cd5\u70ba\u57fa\u65bc\u5c0f\u7a2e\u65cf\u7fa4\u7c92\u5b50\u7fa4\u512a\u6cd5(Small-Population on Particle Swarm Optimization)\u91dd\u5c0d\u4e0a\u8ff0\u7684\u554f\u984c\u53ef\u4ee5\u5728\u77ed\u6642\u9593\u5167\u627e\u5230\u6700\u4f73\u7684\u96fb\u529b\u914d\u7f6e\uff0c\u800c\u6839\u64da\u8239\u8266\u7684\u4efb\u52d9\u9700\u6c42\u4e0d\u540c\uff0c\u6f14\u7b97\u6cd5\u6703\u4ee5\u55ae\u4e00\u76ee\u6a19\u89e3\u4ee5\u53ca\u591a\u500b\u76ee\u6a19\u89e3\u7684\u60c5\u6cc1\u4e0b\uff0c\u641c\u5c0b\u51fa\u6700\u4f73\u7684\u7c92\u5b50\uff0c\u7c92\u5b50\u7fa4\u512a\u6cd5(Particle Swarm 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