Parallel Problem Solving from Nature Ppsn XIII: 13th International Conference, Ljubljana, Slovenia, September 13-17,2014, Proceedings: 8672 - Brossura

Brossura

ISBN 10: 3319107615 ISBN 13: 9783319107615

Casa editrice: Springer-Verlag New York Inc, 2014

Riassunto

This book constitutes the refereed proceedings of the 13th International Conference on Parallel Problem Solving from Nature, PPSN 2013, held in Ljubljana, Slovenia, in September 2014.
The total of 90 revised full papers were carefully reviewed and selected from 217 submissions. The meeting began with 7 workshops which offered an ideal opportunity to explore specific topics in evolutionary computation, bio-inspired computing and metaheuristics. PPSN XIII also included 9 tutorials. The papers are organized in topical sections on adaption, self-adaption and parameter tuning; classifier system, differential evolution and swarm intelligence; coevolution and artificial immune systems; constraint handling; dynamic and uncertain environments; estimation of distribution algorithms and metamodelling; genetic programming; multi-objective optimisation; parallel algorithms and hardware implementations; real world applications; and theory.

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Contenuti

Adaptation, Self-Adaptation and Parameter Tuning.- Classifier Systems, Differential Evolution and Swarm Intelligence.- Coevolution and Artificial Immune Systems.- Constraint Handling.- Dynamic and Uncertain Environments.- Estimation of Distribution Algorithms and Metamodelling.- Genetic Programming.- Multi-objective Optimisation.- Parallel Algorithms and Hardware Implementations.- Real-World Applications.- Theory.

Dettagli dell?edizione

• Editore: Springer-Verlag New York Inc
• Data di pubblicazione: 2014
• Lingua: Inglese
• ISBN 10: 3319107615
• ISBN 13: 9783319107615
• Rilegatura: Copertina flessibile
• Numero di pagine: 980
• Redattore: Bartz-beielstein Thomas, Branke Jürgen, Filipic Bogdan, Smith James
• Contatto del produttore: {language_tag:it_IT,value:"Springer Nature Customer Service Center GmbH; ProductSafety@springernature.com"}