Michael Affenzeller, Stefan Wagner, Stephan Winkler, Andreas Beham

Genetic Algorithms and Genetic Programming (eBook, PDF)

Modern Concepts and Practical Applications

• Format: PDF

Produktbeschreibung

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 al

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Produktdetails

• Verlag: Taylor & Francis
• Seitenzahl: 379
• Erscheinungstermin: 9. April 2009
• Englisch
• ISBN-13: 9781420011326
• Artikelnr.: 42619533

Autorenporträt

Michael Affenzeller, Stefan Wagner, Stephan Winkler, Andreas Beham

Inhaltsangabe

Introduction. Simulating Evolution: Basics about Genetic Algorithms.
Evolving Programs: Genetic Programming. Problems and Success Factors.
Preservation of Relevant Building Blocks. SASEGASA-More Than the Sum of All
Parts. Analysis of Population Dynamics. Characteristics of Offspring
Selection and the RAPGA. Combinatorial Optimization: Route Planning.
Evolutionary System Identification. Applications of Genetic Algorithms:
Combinatorial Optimization. Data-Based Modeling with Genetic Programming.
Conclusion and Outlook. Symbols and Abbreviations. References. Index.