Book Details
Format
Paperback
Pages
628
Language
English
Published
Nov 30, 2010
Publisher
Springer
ISBN-10
3642080650
ISBN-13
9783642080654
Description
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.
Genres
Science & Technology
Health & Wellness