Evolutionary Computation in Dynamic and Uncertain Environment

Shengxiang Yang, Yew-Soon Ong et Yaochu Jin

ISBN 10: 3540497722 / ISBN 13: 9783540497721

Editore: Springer-Verlag Berlin and Heidelberg GmbH & Co. K, 2007

Ancien livre de bibliothèque. Salissures sur la tranche. Traces d'humidité sur les premières et dernières pages. Edition 2007. Tome 51. Ammareal reverse jusqu'à 15% du prix net de cet article à des organisations caritatives. ENGLISH DESCRIPTION Book Condition: Used, Very good. Former library book. Stains on the edge. Traces of humidity on the first and last pages. Edition 2007. Volume 51. Ammareal gives back up to 15% of this item's net price to charity organizations. Codice articolo E-812-950

Riassunto:

This book compiles recent advances of evolutionary algorithms in dynamic and uncertain environments within a unified framework. The book is motivated by the fact that some degree of uncertainty is inevitable in characterizing any realistic engineering systems. Discussion includes representative methods for addressing major sources of uncertainties in evolutionary computation, including handle of noisy fitness functions, use of approximate fitness functions, search for robust solutions, and tracking moving optimums.

Dalla quarta di copertina:

This book provides a compilation on the state-of-the-art and recent advances of evolutionary algorithms in dynamic and uncertain environments within a unified framework. The motivation for this book arises from the fact that some degree of uncertainty in characterizing any realistic engineering systems is inevitable. Representative methods for addressing major sources of uncertainties in evolutionary computation, including handle of noisy fitness functions, use of approximate fitness functions, search for robust solutions, and tracking moving optimums, are presented. "Evolutionary Computation in Dynamic and Uncertain Environments" is a valuable reference for scientists, researchers, professionals and students in the field of engineering and science, particularly in the areas of computational intelligence, natural computing and evolutionary computation.

Dati bibliografici

Titolo: Evolutionary Computation in Dynamic and ...
Casa editrice: Springer-Verlag Berlin and Heidelberg GmbH & Co. K
Data di pubblicazione: 2007
Legatura: Hardcover
Condizione: Très bon