[PDF] The 2005 Ieee Congress On Evolutionary Computation eBook

Author : Carlos Coello Coello
Publisher : Springer
Page : 927 pages
File Size : 30,99 MB
Release : 2005-01-28
Category : Computers
ISBN : 3540318801

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This book constitutes the refereed proceedings of the Third International Conference on Evolutionary Multi-Criterion Optimization, EMO 2005, held in Guanajuato, Mexico, in March 2005. The 59 revised full papers presented together with 2 invited papers and the summary of a tutorial were carefully reviewed and selected from the 115 papers submitted. The papers are organized in topical sections on algorithm improvements, incorporation of preferences, performance analysis and comparison, uncertainty and noise, alternative methods, and applications in a broad variety of fields.

Author : Carlos Coello Coello
Publisher : Springer Science & Business Media
Page : 810 pages
File Size : 29,93 MB
Release : 2007-08-26
Category : Computers
ISBN : 0387367977

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This textbook is a second edition of Evolutionary Algorithms for Solving Multi-Objective Problems, significantly expanded and adapted for the classroom. The various features of multi-objective evolutionary algorithms are presented here in an innovative and student-friendly fashion, incorporating state-of-the-art research. The book disseminates the application of evolutionary algorithm techniques to a variety of practical problems. It contains exhaustive appendices, index and bibliography and links to a complete set of teaching tutorials, exercises and solutions.

Author : Wellington Santos
Publisher : BoD – Books on Demand
Page : 586 pages
File Size : 11,81 MB
Release : 2009-10-01
Category : Computers
ISBN : 9533070080

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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.

Author : IEEE Neural Networks Council
Publisher : Institute of Electrical & Electronics Engineers(IEEE)
Page : 872 pages
File Size : 10,60 MB
Release : 1998
Category : Computers
ISBN :

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This collection of papers from the ICEC conference covers a wide range of aspects of evolutionary computing. This includes principles of evolutionary computation such as adaptation and self-adaption, variation operators, representational issues, and theoretical investigations.