Parallel Problem Solving from Nature - PPSN XII

12th International Conference, Taormina, Italy, September 1-5, 2012, Proceedings, Part II
2012
ISBN: 978-3-642-32963-0
Verlag: Springer

Buch, Englisch, Band 7492, 531 Seiten, Format (B × H): 155 mm x 235 mm, Gewicht: 832 g

Reihe: Lecture Notes in Computer Science

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.

Zielgruppe

Research

Autoren/Hrsg.

Coello Coello, Carlos

Cutello, Vincenzo

Pavone, Mario

Deb, Kalyanmoy

Forrest, Stephanie

Nicosia, Giuseppe

Fachgebiete

• Mathematik | Informatik EDV | Informatik Informatik Künstliche Intelligenz
• Mathematik | Informatik EDV | Informatik Programmierung | Softwareentwicklung Funktionale, Logische, Parallele und Visuelle Programmierung
• Mathematik | Informatik EDV | Informatik Technische Informatik Grid-Computing & Paralleles Rechnen

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.