Foundations Of Genetic Algorithms 1993 Foga 2

Author: FOGA
Publisher: Morgan Kaufmann
ISBN: 0080948324
Size: 46.16 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.

Foundations Of Genetic Algorithms 3

Author: Michael D. Vose
Publisher: Morgan Kaufmann
ISBN: 9781558603561
Size: 71.10 MB
Format: PDF, Docs
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Foundations Of Genetic Algorithms 3 from the Author: Michael D. Vose. Consists of conference papers from the Foundations of Genetic Algorithms workshop.

Machine Learning

Author: Armand Prieditis
Publisher: Morgan Kaufmann
ISBN: 9781558603776
Size: 37.19 MB
Format: PDF, ePub, Mobi
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Machine Learning from the Author: Armand Prieditis.

Genetic Programming

Author: John R. Koza
Publisher: Morgan Kaufmann Pub
ISBN: 9781558605480
Size: 72.77 MB
Format: PDF, ePub
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Genetic Programming from the Author: John R. Koza. Proceedings of the Annual Conferences on Genetic Programming. These proceedings present the most recent research in the field of genetic programming as well as recent research results in the fields of genetic algorithms, artificial life and evolution strategies, DNA computing, evolvable hardware, and genetic learning classifier systems.

Gecco 2000

Author: L. Darrell Whitley
Publisher: Morgan Kaufmann Pub
ISBN:
Size: 36.57 MB
Format: PDF
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Gecco 2000 from the Author: L. Darrell Whitley.

Ieee International Conference On Evolutionary Computation

Author: IEEE Neural Networks Council
Publisher:
ISBN: 9780780348691
Size: 77.91 MB
Format: PDF, ePub
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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

Author: Lee Spector
Publisher: Morgan Kaufmann Pub
ISBN: 9781558607743
Size: 64.65 MB
Format: PDF, Mobi
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Gecco from the Author: Lee Spector.