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Lecture Notes in Computer Science - 496: Parallel Problem Solving from Nature

1st Workshop, PPSN I Dortmund, FRG, October 1-3, 1990. Proceedings

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With the appearance of massively parallel computers, increased attention has been paid to algorithms which rely upon analogies to natural processes. This development defines the scope of the PPSN conference at Dortmund in 1990 whose proceedings are presented in this volume. The subjects treated - Darwinian methods such as evolution strategies and genetic algorithms; - Boltzmann methods such as simulated annealing; - Classifier systems and neural networks; - Transfer of natural metaphors to artificial problem solving. The main objectives of the conference - To gather theoretical results about and experimental comparisons between these algorithms, - To discuss various implementations on different parallel computer architectures, - To summarize the state of the art in the field, which was previously scattered widely both among disciplines and geographically.

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Lecture Notes in Computer Science - 496: Parallel Problem Solving from Nature, Hans-Paul Schwefel, Reinhard Männer

Langue
Année de publication
1991
Reliure
(souple),
État du livre
Abîmé
Prix
30,49 €

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Titre
Lecture Notes in Computer Science - 496: Parallel Problem Solving from Nature
Sous-titre
1st Workshop, PPSN I Dortmund, FRG, October 1-3, 1990. Proceedings
Langue
Anglais
Publié
1991
Format
souple
Pages
500
ISBN10
3540541489
ISBN13
9783540541486
Séries
Description
With the appearance of massively parallel computers, increased attention has been paid to algorithms which rely upon analogies to natural processes. This development defines the scope of the PPSN conference at Dortmund in 1990 whose proceedings are presented in this volume. The subjects treated - Darwinian methods such as evolution strategies and genetic algorithms; - Boltzmann methods such as simulated annealing; - Classifier systems and neural networks; - Transfer of natural metaphors to artificial problem solving. The main objectives of the conference - To gather theoretical results about and experimental comparisons between these algorithms, - To discuss various implementations on different parallel computer architectures, - To summarize the state of the art in the field, which was previously scattered widely both among disciplines and geographically.