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Learning in Automated Manufacturing

A Local Search Approach
BuchKartoniert, Paperback
257 Seiten
Englisch
Physica-Verlagerschienen am30.08.1994Softcover reprint of the original 1st ed. 1994
Aims 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. Some design and planning issues in flexible manufacturing systems are also considered.mehr

Produkt

KlappentextAims 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. Some design and planning issues in flexible manufacturing systems are also considered.
Details
ISBN/GTIN978-3-7908-0792-9
ProduktartBuch
EinbandartKartoniert, Paperback
Erscheinungsjahr1994
Erscheinungsdatum30.08.1994
AuflageSoftcover reprint of the original 1st ed. 1994
ReiheProduction and Logistics
Seiten257 Seiten
SpracheEnglisch
IllustrationenXIII, 257 p. 3 illus.
Artikel-Nr.31796440
Rubriken
GenreWirtschaft

Inhalt/Kritik

Inhaltsverzeichnis
I. Local Search and Extensions.- 1. Introduction - Local Search.- 2. Infamous Scheduling Problems.- 3. Simulated Annealing.- 4. Tabu Search.- 5. Genetic Algorithms.- II. The Traveling Salesman Problem.- 1. Introduction and Survey.- 2. Effective Genetic Local Search.- 3. Bounded Genetic Local Search.- 4. Variable Depth Search Based Learning.- III. Job Shop Scheduling.- 1. Introduction - Conventional and New Solution Techniques.- 2. Evolution Based Learning.- 3. Learning by Constraint Propagation.- 4. Decomposition Based Learning.- IV. Flexible Manufacturing Systems.- 1. Clustering in Cellular Manufacturing.- 2. Factory Layout Planning.- 3. Workload Balancing.- Epilogue.- References.mehr

Schlagworte