Extending particle swarm optimisers with self-organized criticality

Authors:
M. Lovbjerg;T. Krink
Affiliations:
Dept. of Comput. Sci., Aarhus Univ., Denmark;Dept. of Comput. Sci., Aarhus Univ., Denmark
Venue:
CEC '02 Proceedings of the Evolutionary Computation on 2002. CEC '02. Proceedings of the 2002 Congress - Volume 02
Year:
2002

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Abstract

Particle swarm optimisers (PSOs) show potential in function optimisation, but still have room for improvement. Self-organized criticality (SOC) can help control the PSO and add diversity. Extending the PSO with SOC seems promising reaching faster convergence and better solutions.