Evolutionary Algorithms and Chaotic Systems

548 Seiten, Taschenbuch

Kurzbeschreibung des Verlags

Theory.- Motivation for Application of Evolutionary Computation to Chaotic Systems.- Evolutionary Algorithms for Chaos Researchers.- Chaos Theory for Evolutionary Algorithms Researchers.- Evolutionary Algorithms and the Edge of Chaos.- Applications.- Evolutionary Design of Chaos Control in 1D.- Evolutionary Control of CML Systems.- Chaotic Systems Reconstruction.- Evolutionary Reconstruction of Chaotic Systems.- Cryptography Based on Spatiotemporal Chaotic Systems.- Evolutionary Decryption of Chaotically Encrypted Information.- Chaos Synthesis by Evolutionary Algorithms.- Evolutionary Synchronization of Chaotic Systems.- Evolutionary Optimization and Dynamic Fitness Landscapes.- Controller Parameters Optimization on a Representative Set of Systems Using Deterministic-Chaotic-Mutation Evolutionary Algorithms.- Chaotic Attributes and Permutative Optimization.- Frontiers.

• Reihe: Studies in Computational Intelligence
• Themen: Informatik und Informationstechnologie Informatik Künstliche Intelligenz (KI)
• ISBN: 9783642262555
• Sprache: Englisch
• Erscheinungsdatum: 04.05.2012
• Größe: 235 x 155 mm
• Verlag: Springer
• Herausgegeben von: Guanrong Chen, Ivan Zelinka, Sergej Celikovský, Hendrik Richter