Evolutionary Algorithms

von Lawrence David Davis, Michael D Vose, Kenneth de Jong

316 Seiten, Hardcover

Kurzbeschreibung des Verlags

Genetic algorithms as multi-coordinators in large-scale optimization.- Telecommunication network optimization with genetic algorithms: A decade of practice.- Using evolutionary algorithms to search for control parameters in a nonlinear partial differential equation.- Applying genetic algorithms to real-world problems.- An overview of evolutionary programming.- A hierarchical genetic algorithm for system identification and curve fitting with a supercomputer implementation.- Experiences with the PGAPack parallel genetic algorithm library.- The significance of the evaluation function in evolutionary algorithms.- Genetic algorithm optimization of atomic clusters.- Search, binary representations and counting optima.- An investigation of GA performance results for different cardinality alphabets.- Genetic algorithms and the design of experiments.- Efficient parameter optimization based on combination of direct global and local search methods.- What are genetic algorithms? A mathematical prespective.- Survey of projects involving evolutionary algorithms sponsored by the Electric Power Research Institute.

• ISBN: 9780387988269
• Sprache: Englisch
• Erscheinungsdatum: 04.06.1999
• Größe: 241 x 160 mm
• Verlag: Springer
• Herausgegeben von: K D Jong, Kenneth De Jong, L Darrell Whitley, M D Vose, Michael D Vose, L D Davis, Lawrence D Davis