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Evaporation as a self-adaptation mechanism for PSO

Publication Type:

Conference Paper

Authors:

José Luis Fernández [1]; Josep Lluis Arcos [2]

Source:

2nd IEEE International Conference on Self-Adaptive and Self-Organizing Systems, SASO 2008, p.465-466 (2008)

Abstract:

This work extends the Particle Swarm Optimization (PSO) algorithm for
working on dynamic environments. We propose an evaporation mechanism to
solve the outdated memory problem. We empirically show that our
evaporation mechanism is able to achieve self-adaption without any
knowledge on when changes occur.

Projects: 
AT [6]
IEA [7]
IIIA-CSIC
Campus de la UAB, E-08193 Bellaterra, Catalonia (Spain)
Tel: (+34) 93 580 9570 - Fax: (+34) 93 580 9661
Source URL: http://www.iiia.csic.es/en/publications/evaporation-a-self-adaptation-mechanism-pso

Links:
[1] http://www.iiia.csic.es/en/individual/jose-luis-fernandez
[2] http://www.iiia.csic.es/en/individual/josep-lluis-arcos
[3] http://www.iiia.csic.es/en/publications/export/tagged/2943
[4] http://www.iiia.csic.es/en/publications/export/xml/2943
[5] http://www.iiia.csic.es/en/publications/export/bib/2943
[6] http://www.iiia.csic.es/en/project/at
[7] http://www.iiia.csic.es/en/project/iea