739
Views
15
CrossRef citations to date
0
Altmetric
Original Articles

Improved heterogeneous particle swarm optimization

&
Pages 481-499 | Received 01 Feb 2016, Published online: 19 Sep 2017

References

  • D. Boudjehem, B. Boudjehem, and A. Boukaache, “Reducing dimension in global optimization,” International Journal of Computational Methods, vol. 8, no. 03, pp. 535–544, 2011. doi: 10.1142/S0219876211002460
  • Y. Shi and R. Eberhart, “A modified particle swarm optimizer,” in Evolutionary Computation Proceedings, 1998. IEEE World Congress on Computational Intelligence., The 1998 IEEE International Conference on, pp. 69–73, IEEE, 1998.
  • J. Kennedy and R. Eberhart, “Particle swarm intelligence,” in Procs of the International Conference on Neural Network, pp. 1942–1948, 1995.
  • M. Clerc and J. Kennedy, “The particle swarm-explosion, stability, and convergence in a multidimensional complex space,” Evolutionary Computation, IEEE Transactions on, vol. 6, no. 1, pp. 58–73, 2002. doi: 10.1109/4235.985692
  • M. Clerc, “The swarm and the queen: towards a deterministic and adaptive particle swarm optimization,” in Evolutionary Computation, 1999. CEC 99. Proceedings of the 1999 Congress on, vol. 3, IEEE, 1999.
  • D. Boudjehem and N. Mansouri, “A two phase local global search algorithm using new global search strategy,” Journal of Information and Optimization Sciences, vol. 27, no. 2, pp. 425–436, 2006. doi: 10.1080/02522667.2006.10699700
  • A. Ratnaweera, S. K. Halgamuge, and H. C. Watson, “Self-organizing hierarchical particle swarm optimizer with time-varying acceleration coefficients,” Evolutionary Computation, IEEE Transactions on, vol. 8, no. 3, pp. 240–255, 2004. doi: 10.1109/TEVC.2004.826071
  • R. Mendes, J. Kennedy, and J. Neves, “The fully informed particle swarm: simpler, maybe better,” Evolutionary Computation, IEEE Transactions on, vol. 8, no. 3, pp. 204–210, 2004. doi: 10.1109/TEVC.2004.826074
  • K. E. Parsopoulos and M. N. Vrahatis, “Unified particle swarm optimization for solving constrained engineering optimization problems,” in Advances in natural computation, pp. 582–591, Springer, 2005.
  • J. J. Liang, A. K. Qin, P. N. Suganthan, and S. Baskar, “Comprehensive learning particle swarm optimizer for global optimization of multimodal functions,” Evolutionary Computation, IEEE Transactions on, vol. 10, no. 3, pp. 281–295, 2006. doi: 10.1109/TEVC.2005.857610
  • Z.-H. Zhan, J. Zhang, Y. Li, and Y.-H. Shi, “Orthogonal learning particle swarm optimization,” Evolutionary Computation, IEEE Transactions on, vol. 15, no. 6, pp. 832–847, 2011. doi: 10.1109/TEVC.2010.2052054
  • A. P. Engelbrecht, “Heterogeneous particle swarm optimization,” in Swarm Intelligence, pp. 191–202, Springer, 2010.
  • P. N. Suganthan, N. Hansen, J. J. Liang, K. Deb, Y.-P. Chen, A. Auger, and S. Tiwari, “Problem definitions and evaluation criteria for the cec 2005 special session on real-parameter optimization,” KanGAL report, vol. 2005005, 2005.
  • J. DemŠar, “Statistical comparisons of classifiers over multiple data sets,” The Journal of Machine Learning Research, vol. 7, pp. 1–30, 2006.
  • Y. Shi and R. C. Eberhart, “Empirical study of particle swarm optimization,” in Evolutionary Computation, 1999. CEC 99. Proceedings of the 1999 Congress on, vol. 3, IEEE, 1999.
  • Y. Shi and R. C. Eberhart, “Parameter selection in particle swarm optimization,” in Evolutionary programming VII, pp. 591–600, Springer, 1998.

Reprints and Corporate Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

To request a reprint or corporate permissions for this article, please click on the relevant link below:

Academic Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

Obtain permissions instantly via Rightslink by clicking on the button below:

If you are unable to obtain permissions via Rightslink, please complete and submit this Permissions form. For more information, please visit our Permissions help page.