An improved Particle Swarm Optimization with adaptive jumps

2008 IEEE Congress on Evolutionary Computation, CEC 2008

Volumn , Issue , 2008, Pages 392-397

  Wang, Hui ^a,b   Liu, Yong ^c   Wu, Zhijian ^d   Sun, Hui ^a   Zeng, Sanyou ^b   Kang, Lishan ^b  

^a NANCHANG INSTITUTE OF TECHNOLOGY   (China)

^b CHINA UNIVERSITY OF GEOSCIENCES   (China)

^c UNIVERSITY OF AIZU   (Japan)

^d WUHAN UNIVERSITY   (China)

Author keywords

[No Author keywords available]

Indexed keywords

BOOLEAN FUNCTIONS; DISTRIBUTION FUNCTIONS; EVOLUTIONARY ALGORITHMS; OPTIMIZATION; PROBABILITY DENSITY FUNCTION;

BENCHMARK FUNCTIONS; CAUCHY DISTRIBUTIONS; CAUCHY MUTATION OPERATORS; FAST SEARCHES; IMPROVED PARTICLE SWARM OPTIMIZATIONS; IMPROVED PSO; JUMP STRATEGIES; NEW ALGORITHMS; PSO ALGORITHMS; SEARCH PROBLEMS; TEST FUNCTIONS;

PARTICLE SWARM OPTIMIZATION (PSO);

EID: 55749107450     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/CEC.2008.4630827     Document Type: Conference Paper

References (14)

1. J. Kennedy and R. C. Eberhart, "Particle swarm optimization," in Proc. IEEE Int. Conf. Neural Networks, 1995, pp. 1942-1948.
2. R. C. Eberhart and Y. Shi, "Comparison between genetic algorithms and particle swarm optimization," in Proc. 7th Annual Conference on Evolutionary Programming, 1998, pp. 69-73.
3. L. S. Coelho, and R. A. Krohling, "Predictive controller tuning using modified particle swarm optimisation based on Cauchy and Gaussian distributions (in Portuguese)," in Proc. of the VI Brazilian Conference on Neural Networks, 2003.
4. L. S. Coelho, and R. A. Krohling, "Predictive controller tuning using modified particle swarm optimisation based on Cauchy and Gaussian distributions," in Proc. of the 8th On-line World Conference on Soft Computing in Industrial Applications, 2003.
5. N. Higashi, and H. Iba, "Particle swarm optimization with Gaussian mutation," IEEE Swarm Intelligence Symposium, Indianapolis, 2003, pp. 72-79.
6. A. Stacey, M. Jancic and I. Grundy, "Particle swarm optimization with mutation," in Proc. Congr. Evol. Comput, 2003, pp. 1425-1430.
7. R. A. Krohling, "Gaussian particle swarm with jumps," in Proc. Congr. Evol. Comput, 2005, pp. 1226-1231.
8. H. Wang, Y. Liu C. H. Li, and S. Y. Zeng, "A hybrid particle swarm algorithm with Cauchy mutation," IEEE Swarm Intelligence Symposium, Honolulu, Hawaii, 2007, pp. 356-360.
9. H. Wang, Y. Liu, S. Y. Zeng, H. Li and C. H. Li, "Opposition-based particle swarm algorithm with Cauchy mutation," in Proc. Congr. Evol. Comput., 2007, pp. 4750-4756.
10. H. Wang, S. Y. Zeng, Y. Liu, W. J. Wang and H. Shi, "Re- diversification based particle swarm algorithm with Cauchy mutation," in Proc. 2nd Int. Symp. on Intelligence Computation and Applications, 2007, pp. 362-371.
11. X. Yao, Y. Liu and G. Lin, "Evolutionary programming made faster," IEEE Trans. Evol Comput, vol. 3, pp. 82-102, 1999.
12. X.. Hu, Y. Shi and R. C. Eberhart, "Recent advances in particle swarm," in Proc. Congr. Evol. Comput, 2004, pp. 90-97.
13. Y. Shi and R. C. Eberhart, "A modified particle swarm optimizer," in Proc. Congr. Evol. Comput, 1998, pp. 69-73.
14. W. Feller, An introduction to probability theory and its applications, vol. 2, 2nd ed, New York: Wiley, 1971.