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Particle Swarm Optimization: Method and Applications

1 Rania Hassan 3/2004 Engineering Systems Division - Massachusetts Institute of TechnologyRania HassanRania HassanPostPost--doctoral Associatedoctoral AssociateEngineering Systems DivisionEngineering Systems DivisionParticle Swarm optimization : Method and ApplicationsParticle Swarm Optimization: Particle Swarm optimization : Method and ApplicationsMethod and Applications2 Rania Hassan 3/2004 Engineering Systems Division - Massachusetts Institute of TechnologyParticle Swarm OptimizationParticle Swarm OptimizationA pseudo- optimization Method (heuristic) inspired by the collective intelligence of swarms of biological of BirdsColonies of Insects3 Rania Hassan 3/2004 Engineering Systems Division - Massachusetts Institute of TechnologyParticle Swarm OptimizationParticle Swarm OptimizationA pseudo- optimization Method (heuristic)

– can solve discontinuous, mutlimodal, non-convex problems. – includes some probabilistic features in the motion of particles. a–i s population-based search method, i.e. it moves from a set of points (particles’ positions) to another set of points with likely improvement in one iteration (move). [is that good or bad ??]

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