Dynamic multi-swarm particle swarm optimizer with local search for large scale global optimization

2008 IEEE Congress on Evolutionary Computation, CEC 2008

Volumn , Issue , 2008, Pages 3845-3852

  Zhao, S Z ^a   Liang, J J ^a   Suganthan, P N ^a   Tasgetiren, M F ^b  

^a NANYANG TECHNOLOGICAL UNIVERSITY   (Singapore)

^b SULTAN QABOOS UNIVERSITY   (Oman)

Author keywords

[No Author keywords available]

Indexed keywords

NEWTON-RAPHSON METHOD; OPTIMIZATION; PARTICLE SWARM OPTIMIZATION (PSO); POPULATION STATISTICS;

BENCHMARK FUNCTIONS; LARGE SCALE OPTIMIZATIONS; LOCAL SEARCHES; LOCAL SEARCHING ABILITIES; LOCAL VERSIONS; PARTICLE SWARM OPTIMIZER; QUASI-NEWTON METHODS;

GLOBAL OPTIMIZATION;

EID: 55749113325     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/CEC.2008.4631320     Document Type: Conference Paper

References (11)

1. R. C. Eberhart, and J. Kennedy, "A new optimizer using particle swarm theory", Proc. of the Sixth Int. Symposium on Micromachine and Human Science, Nagoya, Japan. pp. 39-43, 1995.
2. J. Kennedy, and R. C. Eberhart, "Particle swarm optimization". Proceedings of IEEE International Conference on Neural Networks, Piscataway, NJ. pp. 1942-1948, 1995.
3. J. Kennedy. "Small worlds and mega-minds: effects of neighborhood topology on particle swarm performance". Proc. of IEEE Congress on Evolutionary Computation (CEC 1999), Piscataway, NJ. pp. 1931-1938, 1999.
4. Brayden, C.G.. "The Convergence of a Class of Double-rank Minimization Algorithms," Journal of the Institute of Mathematics and Applications., Vol. 6, pp 76-90, 1970.
5. Fletcher, R., "A New Approach to Variable Metric Algorithms," Computer Journal, Vol. 13, pp 317-322, 1970.
6. Goldfarb, D., "A Family of Variable Metric Updates Derived by Variational Means," Mathematics of Computing, Vol. 24, pp 23-26, 1970.
7. Shanno, D.F., "Conditioning of Quasi-Newton Methods for Function Minimization," Mathematics of Computing, Vol. 24, pp 647-656, 1970.
8. Davidon, W.C., "Variable Metric Method for Minimization," A.E.C. Research and Development Report, ANL-5990, 1959, M. Young, The Technical Writers Handbook. Mill Valley, CA: University Science, 1989.
9. Fletcher, R. and M.J.D. Powell, "A Rapidly Convergent Descent Method for Minimization," Computer Journal, Vol. 6, pp 163-168, 1963.
10. K. Tang, X. Yao, P. N. Suganthan, C. MacNish, Y. P. Chen, C. M. Chen, Z. Yang, "Benchmark Functions for the CEC'2008 Special Session and Competition on Large Scale Global Optimization", http://www.ntu.edu.sg/home/EPNSugan, http://nical.ustc.edu.cn/cec08ss.php, Nov 27, 2007.
11. J. J. Liang, and P. N. Suganthan, "Dynamic Multi-Swarm Particle Swarm Optimizer," Proc, of IEEE Int. Swarm Intelligence Symposium, pp. 124-129, 2005.