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Version vom 15. August 2009, 11:15 Uhr
Multi-Objective Particle Swarm Optimization on Computer Grids
Multi-Objective Particle Swarm Optimization on Computer Grids
Published: 2007
Herausgeber: D. Thierens et al.
Buchtitel: Proceedings of the 2007 Genetic and Evolutionary Computation Conference
Seiten: 869-874
Verlag: ACM
Referierte Veröffentlichung
BibTeX
Kurzfassung
In recent years, a number of authors have successfully extended particle swarm
optimization to problem domains with multiple objectives. This paper addresses the
issue of parallelizing multi-objective particle swarms. We propose and empirically compare
two parallel versions which differ in the way they divide the swarm
into subswarms that can be processed independently on different
processors. One of the variants works asynchronously
and is thus particularly suitable for heterogeneous computer clusters as
occurring e.g. in modern
grid computing platforms.
ISBN: 978-1-59593-697-4
VG Wort-Seiten: 26
Evolutionäre Algorithmen, Parallele Algorithmen, Grid Computing, Multikriterielle Optimierung, Naturanaloge Algorithmen