{"title":"一种专门用于数值优化问题的遗传算法","authors":"C. Janikow, Z. Michalewicz","doi":"10.1109/TAI.1990.130441","DOIUrl":null,"url":null,"abstract":"A specialized genetic algorithm for numerical optimization problems is described and the application of such algorithms to discrete-time optimal control problems is discussed. Numerical results obtained are compared with those obtained from a classical genetic algorithm and a system for construction and solution of large and complex mathematical programming models, GAMS. As this specialized algorithm is only a part of a proposed unified generic package, further extensions are also outlined.<<ETX>>","PeriodicalId":366276,"journal":{"name":"[1990] Proceedings of the 2nd International IEEE Conference on Tools for Artificial Intelligence","volume":"19 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"1990-11-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"25","resultStr":"{\"title\":\"A specialized genetic algorithm for numerical optimization problems\",\"authors\":\"C. Janikow, Z. Michalewicz\",\"doi\":\"10.1109/TAI.1990.130441\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"A specialized genetic algorithm for numerical optimization problems is described and the application of such algorithms to discrete-time optimal control problems is discussed. Numerical results obtained are compared with those obtained from a classical genetic algorithm and a system for construction and solution of large and complex mathematical programming models, GAMS. As this specialized algorithm is only a part of a proposed unified generic package, further extensions are also outlined.<<ETX>>\",\"PeriodicalId\":366276,\"journal\":{\"name\":\"[1990] Proceedings of the 2nd International IEEE Conference on Tools for Artificial Intelligence\",\"volume\":\"19 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"1990-11-06\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"25\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"[1990] Proceedings of the 2nd International IEEE Conference on Tools for Artificial Intelligence\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/TAI.1990.130441\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"[1990] Proceedings of the 2nd International IEEE Conference on Tools for Artificial Intelligence","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/TAI.1990.130441","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
A specialized genetic algorithm for numerical optimization problems
A specialized genetic algorithm for numerical optimization problems is described and the application of such algorithms to discrete-time optimal control problems is discussed. Numerical results obtained are compared with those obtained from a classical genetic algorithm and a system for construction and solution of large and complex mathematical programming models, GAMS. As this specialized algorithm is only a part of a proposed unified generic package, further extensions are also outlined.<>
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