Evolutionary Algorithms: Ima Volumes in Mathematics and Its Applications, cartea 111
Autor Lawrence David Davis, Kenneth de Jong, Michael D. Voseen Limba Engleză Hardback – 31 mai 1999
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Specificații
ISBN-13: 9780387988269
ISBN-10: 0387988262
Pagini: 293
Greutate: 0.62 kg
Ediția:New.
Editura: Springer
Seria Ima Volumes in Mathematics and Its Applications
ISBN-10: 0387988262
Pagini: 293
Greutate: 0.62 kg
Ediția:New.
Editura: Springer
Seria Ima Volumes in Mathematics and Its Applications
Cuprins
Foreword.- Preface.- 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 perspective.- Survey of projects involving evolutionary algorithms sponsored by the Electric Power Research Institute.