Beschreibung

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.

Autorentext
James Smith, Professor für Afrika- und Entwicklungsstudien, ist Direktor des ESRC Innogen Research Centre in Edinburgh und bekleidet eine Ehrenprofessur an der Universität von Johannesburg. Er hat mit zahlreichen internationalen Organisationen zusammengearbeitet, unter anderem mit Oxfam.

Inhalt

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.

Produktinformationen

Titel:	Parallel Problem Solving from Nature -- PPSN XIII
Untertitel:	13th International Conference, Ljubljana, Slovenia, September 13-17,2014, Proceedings
Editor:	Thomas Bartz-Beielstein   James Smith   Bogdan Filipic   Juergen Branke
EAN:	9783319107615
ISBN:	3319107615
Format:	Kartonierter Einband
Herausgeber:	Springer International Publishing
Anzahl Seiten:	980
Gewicht:	1451g
Größe:	H235mm x B155mm x T51mm
Jahr:	2014
Untertitel:	Englisch
Auflage:	2014