Genetic Algorithms and Genetic Programming : Modern Concepts and Practical Applications

Michael Affenzeller

ISBN 10: 1584886293 / ISBN 13: 9781584886297

Verlag: Chapman And Hall/CRC, 2009

Beschreibung

nach der Bestellung gedruckt Neuware - Printed after ordering - 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. Bestandsnummer des Verkäufers 9781584886297

Bibliografische Details

Titel: Genetic Algorithms and Genetic Programming :...

Verlag: Chapman And Hall/CRC

Erscheinungsdatum: 2009

Einband: Buch

Zustand: Neu

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