Parallel Problem Solving from Nature - PPSN XII - 12th International Conference, Taormina, Italy, September 1-5, 2012, Proceedings, Part II

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 6 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.

Inhaltsverzeichnis

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.- applications.

Zusammenfassung

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 6 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.

Produktdetails

• Mitarbeit: Carlos Coello Coello (Herausgeber), Carlos A. Coello Coello (Herausgeber), Vincenz Cutello (Herausgeber), Vincenzo Cutello (Herausgeber), Kalyanmoy Deb (Herausgeber), Kalyanmoy Deb et al (Herausgeber), Stephanie Forrest (Herausgeber), Giuseppe Nicosia (Herausgeber), Mario Pavone (Herausgeber)
• Verlag: Springer, Berlin
• Sprache: Englisch
• Produktform: Taschenbuch
• Erschienen: 25.07.2012
• EAN: 9783642329630
• ISBN: 978-3-642-32963-0
• Seiten: 531
• Illustration: XXIII, 531 p. 180 illus.
• Serien: Lecture Notes in Computer Science; Theoretical Computer Science and General Issues; Lecture Notes in Computer Science / Theoretical Computer Science and General Issues; Lecture Notes in Computer Science; Theoretical Computer Science and General Issues
• Thema: Naturwissenschaften, Medizin, Informatik, Technik > Informatik, EDV > Informatik