Changes between Version 4 and Version 5 of Documentation/Reference/Particle Swarm Optimization
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 03/31/11 13:52:50 (11 years ago)
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Documentation/Reference/Particle Swarm Optimization
v4 v5 34 34 * `VonNeumannTopologyInitializer`: Every particle is connected with the two following and the two previous particles, wrapping around at the beginning and the end of the population. 35 35 36 [#References (Kennedy and Mendes, 2002)] investigated the impact of different topologies on algorithm performance. They found that the global PSO was quick to converge but yielded the worst results. Circular and weel topologies improved the results moderately and using the Von Neumann topology produed the best results.36 [#References (Kennedy and Mendes, 2002)] and  in more detail  [#References (Mendes, 2004)] investigated the impact of different topologies on algorithm performance. They found that the global PSO was quick to converge but yielded the worst results. Circular and weel topologies improved the results moderately and using the Von Neumann topology produed the best results. 37 37 38 38 … … 73 73 === References: === 74 74 * Kennedy, J. and Eberhart, R.C., 2001. Swarm Intelligence. Morgan Kaufmann. ISBN 1558605959. 75 * Kennedy, J. and Mendes, 2002. R. Population structure and particle swarm performance. Congress on Evolutionary Computation, pp. 16711676.75 * Kennedy, J. and Mendes, R. 2002. Population structure and particle swarm performance. Congress on Evolutionary Computation, pp. 16711676. 76 76 * Liang, J.J. and Suganthan, P.N., 2005. Dynamic multiswarm particle swarm optimizer. IEEE Swarm Intelligence Symposium, pp. 124129. 77 * Pedersen, M.E.H., 2010. [http://www.hvasslabs.org/people/magnus/publications/pedersen10goodpso.pdf  Good parameters for particle swarm optimization]. Technical Report HL1001 (Hvass Laboratories) 77 * Pedersen, M.E.H., 2010. [http://www.hvasslabs.org/people/magnus/publications/pedersen10goodpso.pdf  Good parameters for particle swarm optimization]. 78 Technical Report HL1001 (Hvass Laboratories) 79 * Mendes, R., 2004. Population Topologies and Their Influence in Particle Swarm Performance, PhD thesis, Universidade do Minho.