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Parallel Problem Solving from Nature -- PPSN XIII: 13th International Conference, Ljubljana, Slovenia, September 13-17,2014, Proceedings: 8672 (Lecture Notes in Computer Science) - Softcover
Inhaltsangabe
<P>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. <BR>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.</P>
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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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- VerlagSpringer
- Erscheinungsdatum2014
- ISBN 10 3319107615
- ISBN 13 9783319107615
- EinbandTapa blanda
- SpracheEnglisch
- Anzahl der Seiten980
- HerausgeberBartz-Beielstein Thomas, Branke Juergen, Filipič Bogdan
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Parallel Problem Solving from Nature -- PPSN XIII: 13th International Conference, Ljubljana, Slovenia, September 13-17,2014, Proceedings (Lecture Notes in Computer Science, 8672)
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Parallel Problem Solving from Nature -- PPSN XIII : 13th International Conference, Ljubljana, Slovenia, September 13-17,2014, Proceedings
Verlag:
Springer International Publishing, 2014
ISBN 10: 3319107615
ISBN 13: 9783319107615
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Taschenbuch. Zustand: Neu. Druck auf Anfrage Neuware - Printed after ordering - 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. Artikel-Nr. 9783319107615
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