Fraunhofer-Gesellschaft

Publica

Hier finden Sie wissenschaftliche Publikationen aus den Fraunhofer-Instituten.

Tree Swarm Optimization: An approach to PSO-based tree discovery

 
: Veenhuis, C.; Köppen, M.; Krüger, J.; Nickolay, B.

:

Institute of Electrical and Electronics Engineers -IEEE-:
The 2005 IEEE Congress on Evolutionary Computation, IEEE CEC 2005. Vol. 2
Piscataway, NJ: IEEE Service Center, 2005
ISBN: 0-7803-9363-5
pp.1238-1245
Congress on Evolutionary Computation <2005, Edinburgh>
English
Conference Paper
Fraunhofer IPK ()

Abstract
In recent years a swarm-based optimization methodology called Particle Swarm Optimization (PSO) has developed. PSO is highly explorative and primarily used in function optimization. This paper proposes a swarm-based learning algorithm based on PSO which is able to discover trees in tree spaces. Particles are flying through a tree space forming flocks around peaks of a fitness function. Because it inherits the explorative property of PSO, it needs only few evaluations to find suitable trees. ©2005 IEEE.

: http://publica.fraunhofer.de/documents/N-171594.html