Parallel Problem Solving from Nature -- PPSN XIII

13th International Conference, Ljubljana, Slovenia, September 13-17,2014, Proceedings
2014
ISBN: 978-3-319-10761-5
Verlag: Springer International Publishing

Buch, Englisch, Band 8672, 955 Seiten, Format (B × H): 155 mm x 235 mm, Gewicht: 14497 g

Reihe: Lecture Notes in Computer Science

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.

Zielgruppe

Research

Autoren/Hrsg.

Bartz-Beielstein, Thomas

Smith, James

Branke, Juergen

Filipi¿, Bogdan

Filipic, Bogdan

Fachgebiete

• Technische Wissenschaften Technik Allgemein Bionik, Biomimetik
• Mathematik | Informatik EDV | Informatik Informatik Künstliche Intelligenz Maschinelles Lernen

Inhaltsverzeichnis

Adaptation, 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.