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Learning in Automated Manufacturing: A Local Search Approach (Production and Logistics)

Pesch, Erwin

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ISBN 10: 3790807923 / ISBN 13: 9783790807929
Published by Physica, 1994
Used Condition: Good
From Better World Books (Mishawaka, IN, U.S.A.)

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Former Library book. Shows some signs of wear, and may have some markings on the inside. Bookseller Inventory # GRP83714777

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Bibliographic Details

Title: Learning in Automated Manufacturing: A Local...

Publisher: Physica

Publication Date: 1994

Book Condition:Good

About this title


The central purpose of this book is to acquaint the reader especially with the cases of local search based learning as well as to introduce methods of constraint based reasoning, both with respect to their use in automated manufacturing. We restrict our attention to job shop scheduling as well as to one-machine scheduling with sequence dependent setup times. Additionally some design and planning issues in flexible manufacturing systems are considered. General purpose search methods which in particular include methods from local search such as simulated annealing, tabu search, and genetic algorithms, are the basic ingredients of the proposed intelligent knowledge-based scheduling systems, enriched by a number of constraint-based local decision rules in order to introduce problem specific knowledge.

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