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Bücher Englische Bücher Scatter Search
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Scatter Search
Manuel Laguna, Rafael Martí (Broschiert, Englisch)
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Beschreibung
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. 160,49 €
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Technische Daten
Erscheinungsdatum
30.10.2012
Sprache
Englisch
EAN
9781461350279
Herausgeber
Springer US
Serien- oder Bandtitel
Operations Research/Computer Science Interfaces Series
Sonderedition
Nein
Autor
Manuel Laguna, Rafael Martí
Seitenanzahl
291
Einbandart
Broschiert
Buch Untertitel
Methodology and Implementations in C
Schlagwörter
algorithms, code, evolution, genetic algorithms, knowledge, linear optimization, memory, nonlinear optimization, optimization, problem solving, programming, scheduling
Thema-Inhalt
PBU - Optimierung
UYQ - Künstliche Intelligenz
KJT - Unternehmensforschung
Höhe
235 mm
Breite
15.5 cm
Transparenz & Sicherheit
Hersteller: Springer, Europaplatz 3, Heidelberg, Deutschland, 69115, ProductSafety@springernature.com, Springer Nature Customer Service Center GmbH
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