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The two volume set LNCS 7491 and 7492 constitutes the refereed proceedings of the 12th International Conference on Parallel Problem Solving from Nature, PPSN 2012, held in Taormina, Sicily, Italy, in September 2012. The total of 105 revised full papers were carefully reviewed and selected from 226 submissions. The meeting began with 5 workshops which offered an ideal opportunity to explore specific topics in evolutionary computation, bio-inspired computing and metaheuristics. PPSN 2012 also included 8 tutorials. The papers are organized in topical sections on evolutionary computation; machine learning, classifier systems, image processing; experimental analysis, encoding, EDA, GP; multiobjective optimization; swarm intelligence, collective behavior, coevolution and robotics; memetic algorithms, hybridized techniques, meta and hyperheuristics; and applications.
ISBN: 9783642329364
Sprache: Englisch
Seitenzahl: 541
Produktart: Kartoniert / Broschiert
Herausgeber: Coello Coello, Carlos Cutello, Vincenzo Deb, Kalyanmoy Forrest, Stephanie Nicosia, Giuseppe Pavone, Mario
Verlag: Springer Berlin
Veröffentlicht: 24.07.2012
Untertitel: 12th International Conference, Taormina, Italy, September 1-5, 2012, Proceedings, Part I
Schlagworte: algorithm analysis and problem complexity cellular automata genetic programming neural networks parallel computation swarm intelligence