Scatter Search

Scatter Search

AngličtinaMěkká vazbaTisk na objednávku
Laguna Manuel
Springer-Verlag New York Inc.
EAN: 9781461350279
Tisk na objednávku
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Podrobné informace

The book Scatter Search by Manuel Laguna and Rafael Martí represents a long-awaited "missing link" in the literature of evolutionary methods. Scatter Search (SS)-together with its generalized form called Path Relinking-constitutes the only evolutionary approach that embraces a collection of principles from Tabu Search (TS), an approach popularly regarded to be divorced from evolutionary procedures. The TS perspective, which is responsible for introducing adaptive memory strategies into the metaheuristic literature (at purposeful level beyond simple inheritance mechanisms), may at first seem to be at odds with population-based approaches. Yet this perspective equips SS with a remarkably effective foundation for solving a wide range of practical problems. The successes documented by Scatter Search come not so much from the adoption of adaptive memory in the range of ways proposed in Tabu Search (except where, as often happens, SS is advantageously coupled with TS), but fromthe use of strategic ideas initially proposed for exploiting adaptive memory, which blend harmoniously with the structure of Scatter Search. From a historical perspective, the dedicated use of heuristic strategies both to guide the process of combining solutions and to enhance the quality of offspring has been heralded as a key innovation in evolutionary methods, giving rise to what are sometimes called "hybrid" (or "memetic") evolutionary procedures. The underlying processes have been introduced into the mainstream of evolutionary methods (such as genetic algorithms, for example) by a series of gradual steps beginning in the late 1980s.
EAN 9781461350279
ISBN 1461350271
Typ produktu Měkká vazba
Vydavatel Springer-Verlag New York Inc.
Datum vydání 30. října 2012
Stránky 291
Jazyk English
Rozměry 235 x 155
Země United States
Sekce Professional & Scholarly
Autoři Laguna Manuel; Marti, Rafael
Ilustrace XVII, 291 p. 20 illus.
Edice 2003 ed.
Série Operations Research/Computer Science Interfaces Series
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