Evolutionary Computation in Dynamic and Uncertain Environments (Studies in Computational Intelligence)
Publisher: Springer
Number of Pages: 605
Published: 2007-03-27
List price: $199.00
ISBN-10: 3540497722
ISBN-13: 9783540497721
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 ...