{"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}
引用次数: 25
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.<>
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