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Titlebook: Evolutionary Search and the Job Shop; Investigations on Ge Dirk C. Mattfeld Book 1996 Springer-Verlag Berlin Heidelberg 1996 Extension.Gene

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书目名称Evolutionary Search and the Job Shop
副标题Investigations on Ge
编辑Dirk C. Mattfeld
视频video
丛书名称Production and Logistics
图书封面Titlebook: Evolutionary Search and the Job Shop; Investigations on Ge Dirk C. Mattfeld Book 1996 Springer-Verlag Berlin Heidelberg 1996 Extension.Gene
描述Production scheduling dictates highly constrained mathematical models with complex and often contradicting objectives. Evolutionary algorithms can be formulated almost independently of the detailed shaping of the problems under consideration. As one would expect, a weak formulation of the problem in the algorithm comes along with a quite inefficient search. This book discusses the suitability of genetic algorithms for production scheduling and presents an approach which produces results comparable with those of more tailored optimization techniques.
出版日期Book 1996
关键词Extension; Genetische Algorithmen; Job Shop Problem; Reihenfolgeproblem; algorithms; evolution; evolutiona
版次1
doihttps://doi.org/10.1007/978-3-662-11712-5
isbn_softcover978-3-7908-0917-6
isbn_ebook978-3-662-11712-5
copyrightSpringer-Verlag Berlin Heidelberg 1996
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Population Flow in Adaptive Scheduling,pe from generation to generation. The adaptation process due to reproduction and selection can be regarded as a population flow on the fitness landscape. The control of the population flow is subject of the following considerations.
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Anisur R. Faroque,Yoshi TakahashiWithin the great variety of production scheduling problems the general job shop problem (JSP) is the probably most studied one by academic research during the last decade. It has earned a reputation for being notoriously difficult to solve. It illustrates at least some of the demands required by a wide array of real world problems.
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