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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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https://doi.org/10.1007/978-1-349-13980-4l can recombine with any other individual of the population. It is referred to as random mating in the following. Already in the early thirties Sewall Wright recognized, that random mating is susceptible to local optima in the fitness landscape. Selection reduces the variation in the population by f
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Local Search Techniques,o problem sizes of a few hundred operations and most schedule generation techniques produce only reasonable solution quality. Local Search offers further improvements of solutions resulting from schedule generation heuristics.
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Perspectives on Adaptive Scheduling,ntrol. Therefore we offer an outlook on the perspectives of evolutionary scheduling. In the first section different ways of configuring the solution space of a scheduling problem are discussed. Afterwards, the properties of a genetic representation, which configures the solution space in a promising
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ms 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 schedul
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Roberto Sbrana,Monica Siena Tangheronipace of a scheduling problem are discussed. Afterwards, the properties of a genetic representation, which configures the solution space in a promising way, are investigated. This investigation is inspired by the wish to understand the most important impacts of evolutionary scheduling.
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https://doi.org/10.1007/978-1-349-13980-4 Wright recognized, that random mating is susceptible to local optima in the fitness landscape. Selection reduces the variation in the population by favoring genotypes located at peaks of the landscape. Once occupying those peaks, selection prevents the population to escape from there.
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