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Evolutionary Computations : New Algorithms and their Applications to Evolutionary Robots /

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Evolutionary Computation, a broad field that includes Genetic Algorithms, Evolution Strategies, and Evolutionary Programming, has proven to offer well-suited techniques for industrial and management tasks - therefore receiving considerable attention fom scientists and engineers during the last decad...

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Bibliographic Details
Main Author: Watanabe, Keigo
Corporate Author: SpringerLink (Online service)
Other Authors: Hashem, M. M. A.
Format: eBook
Language:English
Published: Berlin, Heidelberg : Springer Berlin Heidelberg, 2004.
Series:Studies in fuzziness and soft computing ; 147.
Subjects:
Engineering.
Artificial intelligence.
Engineering mathematics.
Electronic books.
Online Access:Connect to the full text of this electronic book
Table of Contents:
  • Evolutionary Algorithms: Revisited
  • A Novel Evolution Strategy Algorithm
  • 3. Evolutionary Optimization of Constrained Problems
  • An Incest Prevented Evolution Strategy Algorithm
  • Evolutionary Solution of Optimal Control Problems
  • Evolutionary Design of Robot Controllers
  • Evolutionary Behavior-Based Control of Mobile Robots
  • Evolutionary Trajectory Planning of Autonomous Robots
  • A. Definitions from Probability Theory and Statistics
  • B. C-Language Source Code of the NES Algorithm
  • C. Convergence Behavior of Evolution Strategies.