Cultural algorithm based on Particle Swarm Optimization for function optimization

5th International Conference on Natural Computation, ICNC 2009

Volumn 3, Issue , 2009, Pages 224-228

  Ma, Hai ^a   Wang, Yanjiang ^a  

^a CHINA UNIVERSITY OF PETROLEUM   (China)

Author keywords

Cultural algorithm; Function optimization; Particle swarm optimization; Premature

Indexed keywords

ALGORITHM MODEL; BELIEF SPACE; BENCHMARK COMPLEX FUNCTIONS; COMPLEX FUNCTIONS; CULTURAL ALGORITHM; DUAL EVOLUTION; FASTER CONVERGENCE; FUNCTION OPTIMIZATION; GLOBAL OPTIMUM; HIGH DIMENSIONS; IMPROVEMENT MECHANISM; LEVEL POPULATIONS; LOCAL SEARCH; POPULATION SPACE; PREMATURE PROBLEM;

ALGORITHMS;

PARTICLE SWARM OPTIMIZATION (PSO);

EID: 77950619386     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICNC.2009.145     Document Type: Conference Paper

References (19)

1. Kennedy J, Eberhart R C. "Particle swarm optimization," Proceeding of the IEEE International Conference on Neural Networks, Perth WA Australia, 1995, pp.1942-1948.
2. Xiao Li, Zhang Wei. "A new hybrid particle swarm optimization algorithm for optimization problems," Journal of Chongqing University of Arts and Sciences (Natural Science Edition), vol.26, 2007, pp.25-28.
3. Zhang Yan, Wang Lei, Wu Qidi. "Stochastic particle swarm optimization algorithm," Computer Engineering, vol.32, 2006, pp.9-10.
4. Lei Kaiyou, Qiu Yuhui, He Yi. "An effective particle swarm optimization for solving complex functions with high dimensions," Computer Science, vol.33,2006, pp.202-205.
5. He Ran, Wang Yongji, Wang Qing, Zhou Jinhui, Hu Chenyong. "An improved particle swarm optimization based on self-adaptive escape velocity," Journal of Software, vol.16, 2005, pp.2036-2044.
6. Robert G. Reynolds. "An introduction to culture algorithms," Proceedings of the Third Annual Conference on Evolutionary Programming, San Diego, California, 1994, pp.131-139.
7. Robert G. Reynolds, Z. Michalewicz, M. Cavaretta. "Using cultural algorithms for constraint handling in GENOCOP," Proceedings of the Fourth Annual Conference on Evolutionary Programming, MIT Press, Cambridge, vol.112, 1995, pp.298-305.
8. Chung Chanjin, Robert G. Reynolds. "A testbed for solving optimization problems using cultural algorithms," Proceedings of the Fifth Annual Conference on Evolutionary Programming, Cambridge, Massachusetts, MIT Press, 1996.
9. Chung Chanjin. "Knowledge-based approaches to self-adaptation in cultural algorithms," PhD thesis, Wayne State University, 1997.
10. Robert G. Reynolds, Zhu Shinin. "Knowledge-based function optimization using fuzzy cultural algorithms with evolutionary programming," IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics, vol.31, 2001, pp.1-18.
11. Shi Y, Eberhart R. "A modified particle swarm optimizer," IEEE World Congress on Computational Intelligence, Piscataway, NJ: IEEE Press, 1998, pp.69-73.
12. Xie Xiaofeng, Zhang Wenjun, Yang Zhilian. "A dissipative particle swarm optimization," Proceedings of IEEE International Conference on Evolutionary Computation, Honolulu: IEEE Inc., 2002, pp. 1456-1461.
13. Ratnaweera A, Halgamuge SK, Watson HC. "Self-organizing hierarchical particle swarm optimizer with time-varying acceleration coefficients," IEEE Trans, on Evolutionary Computation, vol.8, 2004, pp. 1456-1461.
14. Jia Dongli, Zhang Jiashu. "Niche particle swarm optimization combined with chaotic mutation," Control and Decision, vol.22, 2007, pp.117-120. (Pubitemid 46467938)
15. Liu Hongbo, Wang Xiukun, Tan Guozhen. "Convergence analysis of particle swarm optimization and its improved algorithm based on chaos," Control and Decision, vol.21,2006, pp.636-640.
16. Li Shaojun, Wang Hui, Qian Feng. "Improved particle swarm optimization algorithm by schema," Control and Decision, vol.21, 2006,pp.1193-1196.
17. Jiang Haiming, Xie Kang, Wang Yafei. "Modified particle swarm optimization via probabilistic leap," Journal of Jilin University (Engineering and Technology Edition), vol.37, 2007, pp. 141-145. (Pubitemid 46467853)
18. Tan Hao, Shen Chunlin, Li Jin. "Hybrid particle swarm optimization algorithm for high-dimension complex functions," Journal of Software, vol.27,2005, pp.1471-1474. (Pubitemid 41294152)
19. Li Li, Li Hongqi. "Solving for complex functions with high dimensions based on hybrid particle swarm optimization," Computer Applications, vol.27,2007, pp.1754-1756.