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Handbook of metaheuristics. (English) Zbl 1058.90002

International Series in Operations Research & Management Science 57. Boston, MA: Kluwer Academic Publishers (ISBN 1-4020-7263-5/hbk). xii, 556 p. (2003).

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Contents: Fred Glover, Manuel Laguna and Rafael Marti, Scatter search and path relinking: advances and applications (1–35); Michel Gendreau, An introduction to tabu search (37–54); Colin Reeves, Genetic algorithms (55–82); John R. Koza, Genetic programming: automatic synthesis of topologies and numerical parameters (83–104); Pablo Moscato and Carlos Cotta, A gentle introduction to memetic algorithms (105–144); Pierre Hansen and Nenad Mladenović, Variable neighborhood search (145–184); Christos Voudouris and Edward P. K. Tsang, Guided local search (185–218); Mauricio G. C. Resende and Celso C. Ribeiro, Greedy randomized adaptive search procedures (219–249); Marco Dorigo and Thomas Stützle, The ant colony optimization metaheuristic: algorithms, applications, and advances (251–285); Darrall Henderson, Sheldon H. Jacobson and Alan W. Johnson, The theory and practice of simulated annealing (287–319); Helena R. Lourenço, Olivier C. Martin and Thomas Stützle, Iterated local search (321–353); Rafael Martí, Multi-start methods (355–368); Filippo Focacci, François Laburthe and Andrea Lodi, Local search and constraint programming (369–403); Eugene C. Freuder and Mark Wallace, Constraint satisfaction (405–428); Jean-Yves Potvin and Kate A. Smith, Artificial neural networks for combinatorial optimization (429–455); Edmund Burke, Graham Kendall, Jim Newall, Emma Hart, Peter Ross and SoniaSchulenburg, Hyper-heuristics: an emerging direction in modern search technology (457–474); Teodor Gabriel Crainic and Michel Toulouse, Parallel strategies for meta-heuristics (475–513); Andreas Fink, Stefan Voßand David L. Woodruff, Metaheuristic class libraries (515–535); Sarosh Talukdar, Sesh Murthy and Rama Akkiraju, Asynchronous teams (537–556).
The articles of this volume will be reviewed individually.
Indexed articles:
Glover, Fred; Laguna, Manuel; Marti, Rafael, Scatter search and path relinking: advances and applications, 1-35 [Zbl 1041.90074]
Gendreau, Michel, An introduction to tabu search, 37-54 [Zbl 1102.90380]
Reeves, Colin, Genetic algorithms, 55-82 [Zbl 1107.90462]
Koza, John R., Genetic programming: automatic synthesis of topologies and numerical parameters, 83-104 [Zbl 1102.90382]
Moscato, Pablo; Cotta, Carlos, A gentle introduction to memetic algorithms, 105-144 [Zbl 1107.90459]
Hansen, Pierre; Mladenović, Nenad, Variable neighborhood search, 145-184 [Zbl 1102.90371]
Voudouris, Christos; Tsang, Edward P. K., Guided local search, 185-218 [Zbl 1102.90385]
Resende, Mauricio G. C.; Ribeiro, Celso C., Greedy randomized adaptive search procedures, 219-249 [Zbl 1102.90384]
Dorigo, Marco; Stützle, Thomas, The ant colony optimization metaheuristic: algorithms, applications, and advances, 251-285 [Zbl 1102.90378]
Henderson, Darrall; Jacobson, Sheldon H.; Johnson, Alan W., The theory of practice of simulated annealing, 287-319 [Zbl 1102.90381]
Lourenço, Helena R.; Martin, Olivier C.; Stützle, Thomas, Iterated local search, 321-353 [Zbl 1116.90412]
Martí, Rafael, Multi-start methods, 355-368 [Zbl 1102.90383]
Focacci, Filippo; Laburthe, François; Lodi, Andrea, Local search and constraint programming, 369-403 [Zbl 1137.90729]
Freuder, Eugene C.; Wallace, Mark, Constraint satisfaction, 405-428 [Zbl 1102.90379]
Potvin, Jean-Yves; Smith, Kate A., Artificial neural networks for combinatorial optimization, 429-455 [Zbl 1107.90435]
Burke, Edmund; Kendall, Graham; Newall, Jim; Hart, Emma; Ross, Peter; Schulenburg, Sonia, Hyper-heuristics: an emerging direction in modern search technology, 457-474 [Zbl 1102.90377]
Crainic, Teodor Gabriel; Toulouse, Michel, Parallel strategies for meta-heuristics, 475-513 [Zbl 1053.90138]
Fink, Andreas; Voß, Stefan; Woodruff, David L., Metaheuristic class libraries, 515-535 [Zbl 1037.90569]
Talukdar, Sarosh; Murthy, Sesh; Akkiraju, Rama, Asynchronous teams, 537-556 [Zbl 1175.90076]

MSC:

90-00 General reference works (handbooks, dictionaries, bibliographies, etc.) pertaining to operations research and mathematical programming
90C59 Approximation methods and heuristics in mathematical programming
68-00 General reference works (handbooks, dictionaries, bibliographies, etc.) pertaining to computer science
00B15 Collections of articles of miscellaneous specific interest
68T05 Learning and adaptive systems in artificial intelligence
68T20 Problem solving in the context of artificial intelligence (heuristics, search strategies, etc.)
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