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Advances in Evolutionary Algorithms: Theory, Design and Practice (Studies in Computational Intelligence (18)) by Chang Wook Ahn is a nonfiction available to read on EtoBox.

What is Advances in Evolutionary Algorithms: Theory, Design and Practice (Studies in Computational Intelligence (18)) about?

Every real-world problem from economic to scientific and engineering fields is ultimately confronted with a common task, viz., optimization. Genetic and evolutionary algorithms (GEAs) have often achieved an enviable success in solving optimization problems in a wide range of disciplines. The goal of this book is to provide effective optimization algorithms for solving a broad class of problems quickly, accurately, and reliably by employing evolutionary mechanisms. In this regard, five significant issues have been investigated: * Bridging the gap between theory and practice of GEAs, thereby providing practical design guidelines. * Demonstrating the practical use of the suggested road map. * Offering a useful tool to significantly enhance the exploratory power in time-constrained and memory-limited applications. * Providing a class of promising procedures that are capable of scalably solving hard problems in the continuous domain. * Opening an important track for multiobjective GEA research that relies on decomposition principle. This book serves to play a decisive role in bringing forth a paradigm shift in future evolutionary computation.

Who reads Advances in Evolutionary Algorithms: Theory, Design and Practice (Studies in Computational Intelligence (18))?

Author

Chang Wook Ahn

Publisher

Springer-Verlag Berlin Heidelberg

Published

2006

Language

EN

ISBN

9783642068607

Category

nonfiction

Subjects

Engineering, Mathematics, Science