GENETIC ALGORITHMS AND GENETIC PROGRAMMING: MODERN CONCEPTS AND PRACTICAL APPLICATIONS
AFFENZELLER MICHAEL ET.AL
ISBN 10: 1584886293 ISBN 13: 9781584886297
Published by T&F INDIA, 2009
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Genetic Algorithms and Genetic Programming: Modern Concepts and Practical Applications discusses algorithmic developments in the context of genetic algorithms (GAs) and genetic programming (GP). It applies the algorithms to significant combinatorial optimization problems and describes structure identification using HeuristicLab as a platform for algorithm development.
The book focuses on both theoretical and empirical aspects. The theoretical sections explore the important and characteristic properties of the basic GA as well as main characteristics of the selected algorithmic extensions developed by the authors. In the empirical parts of the text, the authors apply GAs to two combinatorial optimization problems: the traveling salesman and capacitated vehicle routing problems. To highlight the properties of the algorithmic measures in the field of GP, they analyze GP-based nonlinear structure identification applied to time series and classification problems.
Written by core members of the HeuristicLab team, this book provides a better understanding of the basic workflow of GAs and GP, encouraging readers to establish new bionic, problem-independent theoretical concepts. By comparing the results of standard GA and GP implementation with several algorithmic extensions, it also shows how to substantially increase achievable solution quality.
About the Author: Michael Affenzeller, Stefan Wagner, Stephan Winkler, Andreas Beham
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Title: GENETIC ALGORITHMS AND GENETIC PROGRAMMING: ...
Publisher: T&F INDIA
Publication Date: 2009
Binding: Paperback
Condition: New
Edition: International Edition
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Genetic Algorithms and Genetic Programming : Modern Concepts and Practical Applications
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Condition: Sehr gut. Zustand: Sehr gut | Seiten: 379 | Sprache: Englisch | Produktart: Bücher | This book describes several generic algorithmic concepts that can be used in any kind of GA or with evolutionary optimization techniques. It provides a better understanding of the basic workflow of GAs and GP, encouraging readers to establish new bionic, problem-independent theoretical concepts. By comparing the results of standard GA and GP implementation with several algorithmic extensions, the authors show how to substantially increase achievable solution quality. They also describe structure identification using HeuristicLab as a platform for algorithm development. Software, dynamical presentations of representative test runs, and more are available on a supplementary website. Seller Inventory # 5420777/202
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GENETIC ALGORITHMS AND GENETIC PROGRAMMING: MODERN CONCEPTS AND PRACTICAL APPLICATIONS
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GENETIC ALGORITHMS AND GENETIC PROGRAMMING: MODERN CONCEPTS AND PRACTICAL APPLICATIONS
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Genetic Algorithms and Genetic Programming: Modern Concepts and Practical Applications (Numerical Insights)
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Chapman & Hall/CRC 2009-04-09, 2009
ISBN 10: 1584886293
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Affenzeller, M: Genetic Algorithms and Genetic Programming
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Gebunden. Condition: New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. Michael Affenzeller, Stefan Wagner, Stephan Winkler, Andreas BehamGenetic Algorithms and Genetic Programming: Modern Concepts and Practical Applications discusses algorithmic developments in the context of genetic algorithms (GAs) an. Seller Inventory # 596345087
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