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Meta-Heuristics

Meta-Heuristics

Theory and Applications

by Ibrahim H. Osman and James P. Kelly
Hardback
Publication Date: 31/03/1996

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Meta-heuristics have developed dramatically since their inception in the early 1980s. They have had widespread success in attacking a variety of practical and difficult combinatorial optimization problems. These families of approaches include, but are not limited to, greedy random adaptive search procedures, genetic algorithms, problem-space search, neural networks, simulated annealing, tabu search, threshold algorithms, and their hybrids. They incorporate concepts based on biological evolution, intelligent problem solving, mathematical and physical sciences, nervous systems, and statistical mechanics. Since the 1980s, a great deal of effort has been invested in the field of combinatorial optimization theory in which heuristic algorithms have become an important area of research and applications. This volume is drawn from the first conference on Meta-Heuristics and contains 41 papers on the state of the art in heuristic theory and applications. The book treats the following meta-heuristics and applications: genetic algorithms, simulated annealing, tabu search, networks and graphs, scheduling and control, TSP, and vehicle routing problems.
It represents research from the fields of operations research, management science, artificial intelligence and computer science.
ISBN:
9780792397007
9780792397007
Category:
Operational research
Format:
Hardback
Publication Date:
31-03-1996
Language:
English
Publisher:
Kluwer Academic Publishers
Country of origin:
United States
Pages:
690
Dimensions (mm):
234x156x38mm
Weight:
4.8kg

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