Parallel Problem Solving from Nature : 1st Workshop, PPSN I Dortmund, FRG, October 1-3, 1990. Proceedings. 1st ed. 1991

種類:

電子ブック

責任表示:

edited by Hans-Paul Schwefel, Reinhard Männer

出版情報:

Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 1991

著者名:

• Schwefel, Hans-Paul.
• Männer, Reinhard.
• SpringerLink (Online service)

シリーズ名:

Lecture Notes in Computer Science ; 496

ISBN:

9783540706526 [3540706526]    

注記:

Global convergence of genetic algorithms: A markov chain analysis -- The theory of virtual alphabets -- Towards an optimal mutation probability for genetic algorithms -- An alternative Genetic Algorithm -- An analysis of the interacting roles of population size and crossover in genetic algorithms -- Gleam a system for simulated "intuitive learning" -- Genetic algorithms and highly constrained problems: The time-table case -- An evolution standing on the design of redundant manipulators -- Redundant coding of an NP-complete problem allows effective Genetic Algorithm search -- Circuit partitioning with genetic algorithms using a coding scheme to preserve the structure of a circuit -- Genetic algorithms, production plan optimisation and scheduling -- System identification using genetic algorithms -- Conformational analysis of DNA using genetic algorithms -- Operator-oriented genetic algorithm and its application to sliding block puzzle problem -- A topology exploiting genetic algorithm to control dynamic systems
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 include: - 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 were: - 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.

ローカル注記:

岐阜大学構成員専用E-BOOKS (Gifu University members only)