Evolutionary Search and the Job Shop: Investigations On Genetic Algorithms For Production Scheduling (Production And Logistics) - Softcover

Mattfeld, Dirk C.

 
9783790809176: Evolutionary Search and the Job Shop: Investigations On Genetic Algorithms For Production Scheduling (Production And Logistics)

Inhaltsangabe

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.

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Reseña del editor

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.

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Weitere beliebte Ausgaben desselben Titels

9783662117132: Evolutionary Search and the Job Shop: Investigations on Genetic Algorithms for Production Scheduling

Vorgestellte Ausgabe

ISBN 10:  3662117134 ISBN 13:  9783662117132
Verlag: Physica, 2014
Softcover