The Simple Genetic Algorithm

"The Simple Genetic Algorithm (SGA) is a classical form of genetic search. Viewing the SGA as a mathematical object, Michael D. Vose provides an introduction to what is known (i.e., proven) about the theory of the SGA. He also makes available algorithms for the computation of mathematical ob...

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Bibliographic Details
Main Author: Michael D Vose
Format: Printed Book
Published: New Delhi Prentice Hall of India Private Limited 2007
Series:Complex adaptive systems.
Subjects:
Genetic algorithms. Algorithmes génétiques.
Table of Contents:
  • 1. Introduction
  • 2. Notation
  • 3. Random Heuristic Search
  • 4. The Simple Genetic Algorithm
  • 5. Implementation
  • 6. The Walsh Transform
  • 7. Computing with the Heuristic
  • 8. Basic Examples
  • 9. The Inverse Heuristic
  • 10. Focused Heuristics
  • 11. Linear Fitness
  • 12. Perturbation Arguments
  • 13. Transient Behavior
  • 14. Asymptotic Behavior
  • 15. Hyperbolicity
  • 16. Geometric Invariance
  • 17. Quotients
  • 18. Models
  • 19. Schemata.

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