Reactive Search and Intelligent Optimization

Sofort lieferbar | Lieferzeit: Sofort lieferbar I

208,11 €*

Alle Preise inkl. MwSt.|Versandkostenfrei
ISBN-13:
9780387096230
Erscheinungsdatum:
01.10.2008
Seiten:
196
Autor:
Roberto Battiti
Gewicht:
426 g
Format:
244x161x16 mm
Serie:
45, Operations Research/Computer S
Sprache:
Englisch
Beschreibung:

Reactive Search and Intelligent Optimization is an excellent introduction to the main principles of reactive search, as well as an attempt to develop some fresh intuition for the approaches. The book looks at different optimization possibilities with an emphasis on opportunities for learning and self-tuning strategies. While focusing more on methods than on problems, problems are introduced wherever they help make the discussion more concrete, or when a specific problem has been widely studied by reactive search and intelligent optimization heuristics.
Comprehensive introduction to principles of reactive search
Introduction: Machine Learning for Intelligent Optimization.- Reacting on the neighborhood.- Reacting on the Annealing Schedule.- Reactive Prohibitions.- Reacting on the Objective Function.- Reacting on the Objective Function.- Supervised Learning.- Reinforcement Learning.- Algorithm Portfolios and Restart Strategies.- Racing.- Teams of Interacting Solvers.- Metrics, Landscapes and Features.- Open Problems.

Kunden Rezensionen

Zu diesem Artikel ist noch keine Rezension vorhanden.
Helfen sie anderen Besuchern und verfassen Sie selbst eine Rezension.

Google Plus
Powered by Inooga