An Estimation of Distribution Improved Particle Swarm Optimization Algorithm

PSO is a powerful evolutionary algorithm used for finding global solution to a multidimensional problem. Particles in PSO tend to re-explore already visited bad solution regions of search space because they do not learn as a whole. This is avoided by restricting particles into promising regions thro...

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Bibliographische Detailangaben

Hauptverfasser:	Kulkarni, R.V., Venayagamoorthy, G.K.
Format:	Tagungsbericht
Sprache:	eng
Schlagworte:	Ant colony optimization Benchmark testing Electronic design automation and methodology Equations Genetic mutations Optimization methods Particle swarm optimization Probability distribution Real time systems Space exploration
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