Genetic Algorithms and Genetic Programming: Modern Concepts and Practical Applications (Numerical Insights)

Michael Affenzeller; Stephan Winkler; Stefan Wagner; Andreas Beham

ISBN 10: 1584886293 / ISBN 13: 9781584886297

Verlag: Chapman and Hall/CRC, 2009

Beschreibung

Bestandsnummer des Verkäufers I-9781584886297

Bibliografische Details

• Titel: Genetic Algorithms and Genetic Programming: Modern Concepts and Practical Applications (Numerical Insights)
• Verlag: Chapman and Hall/CRC
• Erscheinungsjahr: 2009
• Sprache: Englisch
• ISBN-10: 1584886293
• ISBN-13: 9781584886297
• Einband: Hardcover
• Zustand: New

Über diesen Titel

Inhaltsangabe

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.

Über die Autorin bzw. den Autor

Michael Affenzeller, Stefan Wagner, Stephan Winkler, Andreas Beham