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Books > Computing & IT > Applications of computing > Artificial intelligence > Machine learning
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Learning in Automated Manufacturing - A Local Search Approach (Paperback, Softcover reprint of the original 1st ed. 1994)
Loot Price: R1,402
Discovery Miles 14 020
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Learning in Automated Manufacturing - A Local Search Approach (Paperback, Softcover reprint of the original 1st ed. 1994)
Series: Production and Logistics
Expected to ship within 18 - 22 working days
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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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