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...

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Bibliographic Details
Call Number:Libro Electrónico
Main Author: Schaefer, Robert (Author)
Corporate Author: SpringerLink (Online service)
Format: Electronic eBook
Language:Inglés
Published: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2007.
Edition:1st ed. 2007.
Series:Studies in Computational Intelligence, 74
Subjects:
Engineering mathematics.
Engineering-Data processing.
Artificial intelligence.
Mathematical and Computational Engineering Applications.
Artificial Intelligence.
Online Access:Texto Completo
Table of Contents:
  • 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.

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