Stochastic convergence analysis and parameter selection of the standard particle swarm optimization algorithm

A. Carlisle, G. Dozier, An off-the-shelf PSO, in: Proceedings of the Workshop on Particle Swarm Optimization, Indianapolis, USA, 2001 Clerc, 2002, The particle swarm-explosion, stability, and convergence in a multidimensional complex space, IEEE Transactions on Evolutionary Computation, 6, 58, 10.1109/4235.985692 J. Kennedy, R.C. Eberhart, Particle swarm optimization, in: Proc. IEEE International Conference on Neural Networks, Piscataway, NJ, 1995, pp. 1942–1948 E. Ozcan, C.K. Mohan, Analysis of a simple particle swarm optimization system, in: Intelligent Engineering Systems through Artificial Neural Networks, 1998, pp. 253–258 E. Ozcan, C.K. Mohan, Particle swarm optimization: surfing the waves, in: Proc. IEEE Congress on Evolutionary Computation (CEC 1999), Washington, DC, USA, 1999, pp. 1939–1944 Y. Shi, R.C. Eberhart, A modified particle swarm optimizer, in: Proceedings of the IEEE Congress on Evolutionary Computation (CEC 1998), Piscataway, NJ, 1998, pp. 69–73 Trelea, 2003, The particle swarm optimization algorithm: Convergence analysis and parameter selection, Information Processing Letters, 85, 317, 10.1016/S0020-0190(02)00447-7 F. van den Bergh, An analysis of particle swarm optimizers, PhD Dissertation, University of Pretoria, Nov. 2001 K. Yasuda, A. Ide, N. Iwasaki, Adaptive particle swarm optimization, in: Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2003, pp. 1554–1559