Evolutionary Computation

Evolutionary Computation

  • Wellington Santos
Publisher:BoD – Books on DemandISBN 13: 9789533070087ISBN 10: 9533070080

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Evolutionary Computation is written by Wellington Santos and published by BoD – Books on Demand. It's available with International Standard Book Number or ISBN identification 9533070080 (ISBN 10) and 9789533070087 (ISBN 13).

This book presents several recent advances on Evolutionary Computation, specially evolution-based optimization methods and hybrid algorithms for several applications, from optimization and learning to pattern recognition and bioinformatics. This book also presents new algorithms based on several analogies and metafores, where one of them is based on philosophy, specifically on the philosophy of praxis and dialectics. In this book it is also presented interesting applications on bioinformatics, specially the use of particle swarms to discover gene expression patterns in DNA microarrays. Therefore, this book features representative work on the field of evolutionary computation and applied sciences. The intended audience is graduate, undergraduate, researchers, and anyone who wishes to become familiar with the latest research work on this field.