Parallel Problem Solving from Nature -- PPSN XIII
13th International Conference, Ljubljana, Slovenia, September 13-17,2014, Proceedings, Lecture Notes in Computer Science 8672 - Theoretical Computer Science and General Issues
Erschienen am
24.09.2014
Bibliographische Informationen
ISBN/EAN: 9783319107615
Sprache: Englisch
Seiten: xxiv, 955 S., 262 s/w Illustr., 955 p. 262 illus.
Auflage: 1. Auflage 2014
Einband: kartoniertes Buch
Beschreibung
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.
Autorenportrait
InhaltsangabeAdaptation, 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.
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