Hybrid simplex-harmony search method for optimization problems

2008 IEEE Congress on Evolutionary Computation, CEC 2008

Volumn , Issue , 2008, Pages 4157-4164

  Jang, Woo Seok ^a   Kang, Hwan Il ^a   Lee, Byung Hee ^a  

^a Myong Ji University   (South Korea)

Author keywords

[No Author keywords available]

Indexed keywords

BOOLEAN FUNCTIONS; HYDRAULIC STRUCTURES; OPTIMIZATION; PROBABILITY DENSITY FUNCTION; SIMULATED ANNEALING;

HARMONY SEARCHES; HS METHODS; OPTIMIZATION PROBLEMS; OPTIMIZATION SOLUTIONS; OTHER ALGORITHMS; SIMPLEX ALGORITHMS;

EVOLUTIONARY ALGORITHMS;

EID: 55749085234     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/CEC.2008.4631365     Document Type: Conference Paper

References (27)

1. E. Elbeltagi, T. Hegazy and D. Grierson, "Comparison among five evolutionary-based optimization algorithms," Advanced Engineering Informatics, Vol. 19, pp. 43-53, 2005
2. J. Holland, "Adaptation in natural and artificial systems," Ann Arbor, University of Michigan Press, 1975
3. R. Eberhart and J. Kennedy, "Particle Swarm Optimization," Proc. Of the Sixth International Symposium on Micro Machine and Human Science, Nagoya, Japan, pp. 39-43, 1995
4. M. Dorigo and C. Blum, "Ant colony optimization theory: a survey," Theoretical Computer Science 344(2-3), pp. 243-278, 2005
5. M. Eusuff, K. Lansey and F. Pasha, "Shuffled frog-leaping algorithm: a memetic meta-heuristic for discrete optimization," Engineering Optimization, Vol. 38, No. 2, pp. 129-154, March, 2006
6. K.S. Lee, Z.W. Geem, "A new meta-heuristic algorithm for continues engineering optimization: harmony search theory and practice," Comput. Meth. Appl. Mech. Eng. 194, pp. 3902-3933, 2004
7. M. Mahdavi, M. Fesanghary and E. Damangir, "An improved harmony search algorithm for solving optimization problems," Applied Mathmatics and Computation 188, pp. 1567-1579, 2007
8. J. Yen, J.C. Liao, B. Lee and D. Randolph, "A Hybrid Approach to Modeling Metabolic Systems Using a Genetic Algorithm and Simplex Method," IEEE Transactions On System, MAN, And Cybernetics, Vol. 28, No. 2, pp. 173-191, 1998
9. S.K. Fan, Y.C. Liang and E. Zahara, "Hybrid Simplex Search and Particle Swarm Optimization for Global Optimization of Multimodal Function," Engineering Optimization, Vol. 36, No. 4, pp. 401-418, 2004
10. P.S. SheloKar, P. Siarry, V.K. Jayaraman and B.D. Kulkarni, "Particle swarm and ant colony algorithm hybridized for improved continuous optimization," Applied Mathematics and Computation 188, pp. 129-142, 2007
11. M. Higashitani, A. Ishigame and K. Yasuda, "Particle Swarm Optimization Considering the Concept of Predator-Prey Behavior," IEEE Congress on Evolutionary Computation, July, Canada, pp. 1541-1544, 2006
12. B. Liu, L. Wang, Y.H. Jin, F. Tang and D.X. Huang, "Improved particle swarm optimization combined with chaos," Chaos, Solitons and Fractals 25, pp. 1261-1271, 2005
13. J. A. Nelder and R. Mead, "A simplex method for function minimization," Comput. J., vol. 7, pp. 308-313, 1965
14. J.M. Yang, Y.P. Chen, J.T. Horng and C.Y. Kao, "Applying Family Competition to Evolution Strategies for Constrained Optimization," Lecture Notes in Computer Science, Vol. 1213. Springer-Verlag, Berlin Heidelberg New York, pp. 201-211, 1997
15. E. Sandgren, "Nonlinear integer and discrete programming in mechanical design optimization problems via meta-genetic parameter optimization," Engrg. Optim, pp. 137-159, 1995
16. S. J. Wu and P.T. Chow, "Genetic algorithms for nonlinear mixed discrete-integer optimization," J. Mech. Des ASME 112, pp. 223-229, 1990
17. K. Deb, "An efficient constraint handling method for genetic algorithm," Comput. Methods Appl. Mech. Engrg., Vol. 186, pp. 311-338, 2000
18. K. M. Ragsdell and D.T. Phillips, "Optimal design of a class of welded structures using geometric programming," ASME J. Engrg. Ind. Ser. B 98(3), pp. 1021-1025, 1976
19. C.A.C. Coello, "Constraint-handling using an evolutionary multiobjective optimization technique," Civ. Eng. Environ. Syst., Vol 17, pp. 319-346, 2000
20. C.A.C. Coello, "Use of a self-adaptive penalty approach for engineering optimization problems," Comput. Ind. 41 (2), pp. 113-127, 2000
21. K. Deb, "Optimal design of a welded beam via genetic algorithm," AIAA J. 29 (11), 1991
22. Z. Michalewicz, "Genetic algorithms, numerical optimization, and constrains," Proceeding of the sixth International Conference on Genetic Algorithms, Morgan Kauffman, San Mateo, pp. 151-158, 1995
23. J. S. Arora, Introduction to Optimum Design, McGraw-Hill, New York, 1989
24. A. D. Belegundu, "A Study of Mathematical Programming Methods for Structural Optimization," PhD thesis, Department of Civil and Environmental Engineering, University of Iowa, Iowa, 1982
25. A. Homalifar, S. H. X. Lai, X. Qi, "Constrained optimization via genetic algorithms," Simulation 62, pp. 242-254, 1994
26. D. B. Fogel, "A comparison of evolutionary programming and genetic algorithms on selected constrained optimization problems," Simulation 64, pp. 399-406, 1995
27. Y. Shi and R. C. Eberhart, "A modified particle swarm optimizer," in: Proceedings of the International Congress on Evolutionary Computation, IEEE Service Center, pp. 69-73. 1995