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3 produkter
566 kr
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Parallel Problem Solving from Nature
1st Workshop, PPSN I Dortmund, FRG, October 1-3, 1990. Proceedings
Häftad, Engelska, 1991
535 kr
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With the appearance of powerful parallel computers, increased attention has been paid to algorithms which rely upon analogies to natural processes. Recent developments in this field were discussed at a workshop held in Dortmund in 1990, whose proceedings are presented in this volume. The subjects treated include Darwinian methods such as evolution strategies and genetic algorithms, Boltzmann methods such as simulated annealing, classifier systems and neural networks, and the transfer of natural metaphors to artificial problem-solving. The main objectives of the conference were to gather theoretical results about these algorithms, to discuss various implementations on different parallel computer architectures, and to summarize the state of the art in the field.
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This volume comprises the 61 revised refereed papers accepted for presentation at the ICEC/PPSN III conferences held jointly in Jerusalem, Israel in October 1994.With the appearance of more and more powerful computers, there is increased interest in algorithms relying upon analogies to natural processes. This book presents a wealth of new theoretical and experimental results on artificial problem solving by applying evolutionary computation metaphors, including evolution strategies, evolutionary programming, genetic algorithms, genetic programming, and classifier systems. Topics such as simulated annealing, immune networks, neural networks, fuzzy systems, and complex, real-world optimization problems are also treated.