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Evolutionary Algorithms

Contributor(s): Davis, Lawrence David (Author), Jong, Kenneth de (Author), Vose, Michael D (Author), Davis, L D (Editor), Vose, M D (Editor), Jong, K D (Editor), Davis, Lawrence D (Editor), de Jong, Kenneth (Editor), Vose, Michael D (Editor), Whitley, L Darrell (Editor)

ISBN: 9780387988269

Publisher: Springer

Hardcover
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Pub Date: June 4, 1999

Dewey: 519.3

LCCN: 99-18387

Lexile Code: 0000

Features: Illustrated

Target Age Group: NA to NA

Physical Info: 0.75" H x 9.21" L x 6.14" W ( 1.36 lbs) 316 pages

Series: Ima Volumes in Mathematics and Its Applications

Descriptions, Reviews, etc.

Description: 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.

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