Genetic algorithms : principles and perspectives : a guide to GA theory /

Genetic algorithms : principles and perspectives : a guide to GA theory / Colin R. Reeves, Jonathan E. Rowe.

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Bibliographic Details
Online Access: Full Text (via EBSCO)
Main Author: Reeves, Colin R.
Other Authors: Rowe, Jonathan E.
Format: eBook
Language:English
Published: Boston : Kluwer Academic Publishers, ©2003.
Series:Operations research/computer science interfaces series ; ORCS 20.
Subjects:
Genetic algorithms.
Table of Contents:
  • 1. Introduction
  • 2. Basic Principles
  • 3. Schema Theory
  • 4. No Free Lunch for GAs
  • 5. GAs as Markov Processes
  • 6. The Dynamical Systems Model
  • 7. Statistical Mechanics Approximations
  • 8. Predicting GA Performance
  • 9. Landscapes
  • 10. Summary
  • A. Test Problems.

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