Evolutionary Search and the Job Shop: Investigations on Genetic Algorithms for Production Scheduling
Author:   Dirk C. Mattfeld
Publisher:   Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
ISBN:  

9783790809176


Pages:   153
Publication Date:   18 March 1996
Format:   Paperback
Availability:   Out of stock   Availability explained
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Evolutionary Search and the Job Shop: Investigations on Genetic Algorithms for Production Scheduling


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Full Product Details

Author:   Dirk C. Mattfeld
Publisher:   Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
Imprint:   Physica-Verlag GmbH & Co
Dimensions:   Width: 15.50cm , Height: 0.80cm , Length: 23.50cm
Weight:   0.260kg
ISBN:  

9783790809176


ISBN 10:   3790809179
Pages:   153
Publication Date:   18 March 1996
Audience:   College/higher education ,  Professional and scholarly ,  Undergraduate ,  Postgraduate, Research & Scholarly
Format:   Paperback
Publisher's Status:   Active
Availability:   Out of stock   Availability explained
The supplier is temporarily out of stock of this item. It will be ordered for you on backorder and shipped when it becomes available.

Table of Contents

Contents: Introduction: Production Planning.- Production Scheduling.- Heuristic Search.- Overview of the Thesis.- Job Shop Scheduling: Representation of the JSP.- Schedule Generation Techniques.- Enumeration Methods.- Local Search Techniques: Neighborhood Definitions.- Local Hill Climbing.- Local Search Extensions.- Evolutionary Algorithms: The Evolutionary Metaphor.- Adaption in Epistatic Domains.- Genetic Hybrids.- Perspectives on Adaptive Scheduling: Configuring the Solution Space.- Properties of the Search Space.- Summary of Perspectives.- Population Flow in Adaptive Scheduling: Genetic Algorithm Template.- Inheritance Management.- Population Management.- Applying Adaptive Scheduling.

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