Zustand: New. This is a Brand-new US Edition. This Item may be shipped from US or any other country as we have multiple locations worldwide.
Anbieter: Majestic Books, Hounslow, Vereinigtes Königreich
EUR 51,59
Anzahl: 1 verfügbar
In den WarenkorbZustand: New. pp. 188 Illus.
Sprache: Englisch
Verlag: Springer Berlin Heidelberg, 2005
ISBN 10: 3540237747 ISBN 13: 9783540237747
Anbieter: moluna, Greven, Deutschland
EUR 64,08
Anzahl: Mehr als 20 verfügbar
In den WarenkorbGebunden. Zustand: New. Presents a new generation of evolutionary algorithms, which are revolutionary approaches to black-box optimizationThis book provides a framework for the design of competent optimization techniques by combining advanced evolutionary algorithms .
Sprache: Englisch
Verlag: Springer Berlin Heidelberg, 2010
ISBN 10: 3642062733 ISBN 13: 9783642062735
Anbieter: AHA-BUCH GmbH, Einbeck, Deutschland
Taschenbuch. Zustand: Neu. Druck auf Anfrage Neuware - Printed after ordering - This book provides a framework for the design of competent optimization techniques by combining advanced evolutionary algorithms with state-of-the-art machine learning techniques. The primary focus of the book is on two algorithms that replace traditional variation operators of evolutionary algorithms, by learning and sampling Bayesian networks: the Bayesian optimization algorithm (BOA) and the hierarchical BOA (hBOA). They provide a scalable solution to a broad class of problems. The book provides an overview of evolutionary algorithms that use probabilistic models to guide their search, motivates and describes BOA and hBOA in a way accessible to a wide audience, and presents numerous results confirming that they are revolutionary approaches to black-box optimization.