Foundations of Global Genetic Optimization

This book is devoted to the application of genetic algorithms in continuous global optimization. Some of their properties and behavior are highlighted and formally justified. Various optimization techniques and their taxonomy are the background for detailed discussion. The nature of continuous genet...

Ausführliche Beschreibung

Gespeichert in:
Bibliographische Detailangaben
1. Verfasser: Schaefer, Robert
Format: Livre numérique
Sprache:Anglais
Veröffentlicht: Berlin, Heidelberg : Springer Berlin Heidelberg [20..].
Cham : Springer Nature
Ausgabe:1st ed. 2007.
Schriftenreihe:Studies in Computational Intelligence 74
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Anmerkung: Archives Springer e-books (Licence nationale)
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Edition sous un autre format:• Foundations of global genetic optimization, Robert Schaefer, Berlin, Springer, 2007, 1 vol. (X-222 p.), Studies in computational intelligence, 978-3-540-73191-7
• Foundations of Global Genetic Optimization, Texte imprimé, 9783642092251
• Foundations of Global Genetic Optimization, Texte imprimé, 9783540839828
• Foundations of global genetic optimization, Robert Schaefer, Berlin, Springer, 2007, 1 vol. (X-222 p.), Studies in computational intelligence, 978-3-540-73191-7
Inhaltsangabe:
  • Global optimization problems Basic models of genetic computations Asymptotic behavior of the artificial genetic systems Adaptation in genetic search Two-phase stochastic global optimization strategies Summary and perspectives of genetic algorithms in continuous global optimization