A precise chaotic particle swarm optimization algorithm based on improved tent map

Proceedings - 4th International Conference on Natural Computation, ICNC 2008

Volumn 7, Issue , 2008, Pages 569-573

  He, Yaoyao ^a   Zhou, Jianzhong ^a   Li, Chaoshun ^a   Yang, Junjie ^a   Li, Qingqing ^a  

^a HUAZHONG UNIVERSITY OF SCIENCE AND TECHNOLOGY   (China)

Author keywords

[No Author keywords available]

Indexed keywords

CHAOTIC SYSTEMS; CONFORMAL MAPPING; OPTIMIZATION;

CHAOTIC PARTICLE SWARM OPTIMIZATIONS; GLOBAL OPTIMAL SOLUTIONS; HYBRID ALGORITHMS; NONLINEAR OPTIMIZATIONS; PARTICLE SWARM OPTIMIZATION ALGORITHMS; TENT MAPS; TEST FUNCTIONS;

PARTICLE SWARM OPTIMIZATION (PSO);

EID: 57649210808     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICNC.2008.588     Document Type: Conference Paper

References (15)

1. E. Ott. Chaos in dynamical systems. Cambridge university press, 1993.
2. T. Kapitaniak. Continuous control and synchronization in chaotic syatems. Chaos Solitons & Fractals, 95(6):237-44, June 1995.
3. J. J. Yang, J. Z. Zhou, W. Wu, F. Liu. A chaos algorithm based on progressive optimality and tabu search algorithm. IEEE proc. of the 4th international conf on machine learning and cybernetics, 2977-81,2005.
4. L. Shan, H. Qiang, J. Li, Z. Q. Wang. Chaotic optimization algorithm based on Tent map. Control and Decision, 20(2): 179-82, 2005.
5. M. S.Tavazoei, M. Haeri. Comparison of different onedimensional maps as chaotic search pattern in shaos optimization algorithms. Appl math and Comput, 187: 1076-85, 2007.
6. J. Kennedy, R. C. Eberhan. Particle swarm optimization. IEEE International conference on neural networks, 4: 1942-48, 1995.
7. Y. H. Shi, R. Eberhart. A modified particle swarm optimizer. IEEE Proc of the Congress on evolutionary Compution, 69-73, 1998.
8. Y. H. Shi, R. Eberhart. Empirical study of particle swarm optimization. IEEE Proc of the Congress on evolutionary Compution, 1945-50, 1999.
9. P. J. Angelinie. Evolutionary optimization versus particle swarm optimization: philosophy and performance differences Evolution programming VII. Springer 1998.
10. H. J. Meng, P. Zheng, R. Y. Wu, X. J. Hao. A hybrid particle Swarm algorithm with embedded chaotic search. IEEE conference on cybernetics and intelligent system, 367-71, 2004.
11. B. Liu, L. Wang, Y. H. Jin, F. Tang. Improved particle swarm optimization combined with chaos. Chaos Solitons & Fractals,25(5): 1261-71, 2005.
12. J. J. Yang, J. Z. Zhou, J. Yu, W. Wu. Particle swarm optimization algorithm based on chaos searching. Computer Engineering and Applications, 16:69-71, 2005.
13. T. Xiang, X. F. Liao, K. W. Wong. An improved particle swarm optimization algorithm combined with piecewise linear chaotic map. Appl math and Comput,190:1637-45, 2007.
14. Z. G. Cheng, L. Q. Zhang, X. L. Li, X. H.Wu. Chaotic hybrid particle swarm optimization algorithm based on tent map. Systems Engineering and Electronics, 29(1): 103-6, 2007.
15. K. Y. Lee, M.A. Ei-Sharkawi. Modem heuristic optimization techniques with applications to power systems. IEEE Power Engineering Society, 2002.