A novel fuzzy particle swarm optimization: Applying fuzzy logic controller on particles level

13th Iranian Conference on Fuzzy Systems, IFSC 2013

Volumn , Issue , 2013, Pages

  Aminian, Ehsan ^a   Teshnehlab, Mohammad ^b  

^a ISLAMIC AZAD UNIVERSITY   (Iran)

^b K N TOOSI UNIVERSITY OF TECHNOLOGY   (Iran)

Author keywords

Adaptive Particle swarm optimization; Evolutionary computation; Fuzzy Logic Controller and Social model

Indexed keywords

CONTROLLERS; EVOLUTIONARY ALGORITHMS; FUZZY SYSTEMS; PARTICLE SWARM OPTIMIZATION (PSO);

ADAPTIVE PARTICLE SWARM OPTIMIZATIONS; BENCHMARK FUNCTIONS; CURSE OF DIMENSIONALITY; FUZZY LOGIC CONTROLLERS; FUZZY PARTICLE SWARM; INERTIA WEIGHT; SOCIAL MODELING;

FUZZY LOGIC;

EID: 84899109985     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/IFSC.2013.6675618     Document Type: Conference Paper

References (26)

1. Second Edition of "Computational Intelligence; An Introduction" book, Andries P. Engelbrecht, University of Pretoria South Africa, John Wiley &Sons Ltd, The Atrium, Southern Gate, Chichester, West Sussex PO19 8SQ, England.[2007]
2. K. E. Parsopoulos and M. N. Vrahatis, "Recent Approaches to Global Optimization Problems through Particle Swarm Optimization", Natural Computing, Kluwer Academic Publishers,1, 2002, pp. 235-306.
3. T. Ting, M. Rao, C. K. Loo and S. S. Ngu, "Solving Unit Commitment Problem Using Hybrid Particle Swarm Optimization", Journal of Heuristics, Kluwer Academic Publishers, 9, 2003, pp. 507-520
4. D. W. Boeringer and D. H. Werner, "Particle Swarm Optimization versus Genetic Algorithms for Phased Array Synthesis", IEEE Transactions on Antennas and Propagation, IEEE press, 52(3), 2004, pp. 771-779.
5. Eberhart R C, Shi Y. Guest Editorial Special Issue on Particle Swarm Optimization [J]. IEEE Transaction on Evolutionary Computation, 2004, 8(3):201-203
6. Mendes R,Kennedy J.The Full Informed Particle Swarm: Simpler, Maybe Better[J].IEEE Transaction on Evolutionary Computation, 2004,8(3):204-210.
7. PAN Feng, CHEN Jie, GAN Ming-Gang, et al. Model Analysis of Particle Swarm Optimizer [J] In Chinese.ACTA AUTOMATICA SINICA, 2006,32(3):369-378.
8. Javad Sadri. Agenetic binary particle swarm optimization model[C].BCCanada: IEEE Congress on Evolutionary Computation Vancouver, 2006:656-663.
9. Baskar S, Suganthan P N.A Novel Concurrent Particle Swarm Optimization [C]. Proceedings of the 2004 Congress on Evolutionary Computation. Piscataway, NJ: IEEE Press, 2004: 792-796.
10. Zhiyu You,Weirong Chen,Guojun He,Xiaoqiang Nan, "Adaptive Weight Particle Swarm Optimization Algorithm with Constriction Factor", 2010 International Conference of Information Science and Management Engineering, 2010 IEEE, DOI 10.1109/ISME.2010.234
11. Kaushik Suresh, Sayan Ghosh, Debarati Kundu, Abhirup Sen, Swagatam Das and Ajith Abraham," Inertia-Adaptive Particle Swarm Optimizer for Improved Global Search
12. Fuzzy adaptive turbulent particle swarm optimization. In: Proceedings of fifth international conference on hybrid intelligent systems (HIS'05), Rio de Janeiro, Brazil, 6-9 November 2005.
13. R. Eberhart, Y. Shi. Particle swarm optimization: developments, applications and resources. IEEE Int. Conf. on Evolutionary Computation, 2001: 81-86
14. F. van den Bergh. An Analysis of Particle Swarm Optimizers. PhD thesis, Department of Computer Science, University of Pretoria, Pretoria, South Africa, 2002.
15. F. van den Bergh and A.P. Engelbrecht. A Study of Particle Swarm Optimization Particle Trajectories. Information Sciences, 176(8):937-971, 2006.
16. M.G.H. Omran, A.P. Engelbrecht, and A. Salman. Empirical Analysis of Self-Adaptive Differential Evolution. European Journal of Operational Research, 2007.
17. A. Ratnaweera, S. Halgamuge, and H. Watson. Particle Swarm Optimization with Self-Adaptive Acceleration Coefficients. In Proceedings of the First International Conference on Fuzzy Systems and Knowledge Discovery, pages 264-268, 2003.
18. G. Venter and J. Sobieszczanski-Sobieski. Particle Swarm Optimization. Journal for the American Institute of Aeronautics and Astronautics, 41(8):1583-1589, 2003.
19. T. Peram, K. Veeramachaneni, and C.K. Mohan. Fitness-Distance-Ratio based Particle Swarm Optimization. In Proceedings of the IEEE Swarm Intelligence Symposium, pages 174-181, 2003.
20. Y. Zheng, L. Ma, L. Zhang, and J. Qian. On the Convergence Analysis and Parameter Selection in Particle Swarm Optimization. In Proceedings of the International Conference on Machine Learning and Cybernetics, volume 3, pages 1802-1807, 2003.
21. Y. Shi and R.C. Eberhart. Fuzzy Adaptive Particle Swarm Optimization. In Proceedings of the IEEE Congress on Evolutionary Computation, volume 1, pages 101-106, 2001.
22. Y. S Yun and M. Gen, "Performance Analysis of Adaptive Genetic Algorithms with Fuzzy Logic and Heuristics", Fuzzy Optimization and Decision Making, Kluwer Academic Publishers, 2, 2003, pp. 161-175.
23. Xiao-Feng Xie, Wen-Jun Zhang, Zhi-Lian Yang," Adaptive Particle Swarm Optimization on Individual Level", International Conference on Signal Processing (ICSP), Beijing, China, 2002: 1215-1218
24. P. J. Angeline. Evolutionary optimization versus particle swarm optimization: philosophy and performance difference. Proc. Of 7th Annual Conf. on Evolutionary Programming, 1998: 601-610
25. Y. Shi, R. Eberhart. Empirical study of particle swarm optimization. Proc. of Congress on Evolutionary Computation, 1999: 1945-1950
26. Nisha Soni, Dr. Manjree Pandit," A Fuzzy Adaptive Hybrid Particle Swarm Optimization Algorithm to Solve Non-Convex Economic Dispatch Problem" International Journal of Engineering and Innovative Technology (IJEIT) Volume 1, Issue 4, April 2012