Foundations Of Genetic Algorithms 1993 Foga 2

Author: FOGA
Publisher: Morgan Kaufmann
ISBN: 0080948324
Size: 64.66 MB
Format: PDF
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Foundations Of Genetic Algorithms 1993 Foga 2 from the Author: FOGA. Foundations of Genetic Algorithms, Volume 2 provides insight of theoretical work in genetic algorithms. This book provides a general understanding of a canonical genetic algorithm. Organized into six parts encompassing 19 chapters, this volume begins with an overview of genetic algorithms in the broader adaptive systems context. This text then reviews some results in mathematical genetics that use probability distributions to characterize the effects of recombination on multiple loci in the absence of selection. Other chapters examine the static building block hypothesis (SBBH), which is the underlying assumption used to define deception. This book discusses as well the effect of noise on the quality of convergence of genetic algorithms. The final chapter deals with the primary goal in machine learning and artificial intelligence, which is to dynamically and automatically decompose problems into simpler problems to facilitate their solution. This book is a valuable resource for theorists and genetic algorithm researchers.

Machine Learning

Author: Armand Prieditis
Publisher: Morgan Kaufmann
ISBN: 9781558603776
Size: 55.79 MB
Format: PDF, ePub, Mobi
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Machine Learning from the Author: Armand Prieditis.


Author: Erick CantĂș-Paz
Publisher: Springer Verlag
ISBN: 9781595930101
Size: 64.84 MB
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Proceedings from the Author: Erick CantĂș-Paz.

Ieee International Conference On Evolutionary Computation

Author: IEEE Neural Networks Council
ISBN: 9780780348691
Size: 61.67 MB
Format: PDF, Mobi
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Ieee International Conference On Evolutionary Computation from the Author: IEEE Neural Networks Council. This 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.

Gecco 2000

Author: L. Darrell Whitley
Publisher: Morgan Kaufmann Pub
Size: 29.60 MB
Format: PDF
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Gecco 2000 from the Author: L. Darrell Whitley.

Parallel Problem Solving From Nature Ppsn Viii

Author: Xin Yao
Publisher: Springer
Size: 75.83 MB
Format: PDF, Kindle
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Parallel Problem Solving From Nature Ppsn Viii from the Author: Xin Yao. This book constitutes the refereed proceedings of the 8th International Conference on Parallel Problem Solving from Nature, PPSN 2004, held in Birmingham, UK, in September 2004. The 119 revised full papers presented were carefully reviewed and selected from 358 submissions. The papers address all current issues in biologically inspired computing; they are organized in topical sections on theoretical and foundational issues, new algorithms, applications, multi-objective optimization, co-evolution, robotics and multi-agent systems, and learning classifier systems and data mining.