Experimental Research in Evolutionary Computation: The New Experimentalism - Couverture rigide

Bartz-Beielstein, Thomas

Couverture rigide

ISBN 10 : 3540320261 ISBN 13 : 9783540320265

Editeur : Springer-Verlag Berlin and Heidelberg GmbH & Co. K, 2006

Synopsis

The new experimentalism, a development in the modern philosophy of science, considers that an experiment can have a life of its own. This book introduces the new experimentalism in evolutionary computation, providing tools to understand algorithms and programs and their interaction with optimization problems. The book bridges the gap between theory and experiment by providing a self-contained experimental methodology and many examples. Summarizing results from the author's consulting to industry and his experience teaching university courses and conducting tutorials at international conferences, is suitable for practitioners and researchers and also for lecturers and students. The text is supplemented online with downloads and exercises.

A propos du livre

Présentation de l'éditeur

This book introduces the new experimentalism in evolutionary computation, providing tools to understand algorithms and programs and their interaction with optimization problems. It develops and applies statistical techniques to analyze and compare modern search heuristics such as evolutionary algorithms and particle swarm optimization. The book bridges the gap between theory and experiment by providing a self-contained experimental methodology and many examples.

Détails de l'édition

• Éditeur: Springer-Verlag Berlin and Heidelberg GmbH & Co. K
• Date d'édition: 2006
• Langue: anglais
• ISBN 10: 3540320261
• ISBN 13: 9783540320265
• Reliure: Relié
• Nombre de pages: 215
• Coordonnées du fabricant: Springer Nature Customer Service Center GmbH; ProductSafety@springernature.com; ; Europaplatz 3; Heidelberg; 69115; Allemagne