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bartz-beielstein thomas (curatore); branke juergen (curatore); filipic bogdan (curatore); smith james (curatore) - parallel problem solving from nature -- ppsn xiii
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Parallel Problem Solving from Nature -- PPSN XIII 13th International Conference, Ljubljana, Slovenia, September 13-17,2014, Proceedings

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Dettagli

Genere:Libro
Lingua: Inglese
Editore:

Springer

Pubblicazione: 09/2014





Trama

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.





Sommario

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.











Altre Informazioni

ISBN:

9783319107615

Condizione: Nuovo
Collana: Lecture Notes in Computer Science
Dimensioni: 235 x 155 mm
Formato: Brossura
Illustration Notes:XXIV, 955 p. 262 illus.
Pagine Arabe: 955
Pagine Romane: xxiv


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