An electromagnetism-like method for nonlinearly constrained global optimization

Computers and Mathematics with Applications

Volumn 60, Issue 8, 2010, Pages 2279-2285

  Ali, M M ^a   Golalikhani, M ^b  

^a UNIVERSITY OF THE WITWATERSRAND   (South Africa)

^b State University of New York   (United States)

Author keywords

Attractionrepulsion mechanism; Constrained global optimization; Electromagnetism like method; Meta heuristics

Indexed keywords

ATTRACTIONREPULSION MECHANISM; BENCHMARK TEST PROBLEM; CONSTRAINED GLOBAL OPTIMIZATION; CONSTRAINED OPTIMIZATION PROBLEMS; CONSTRAINT VIOLATION; ELECTROMAGNETISM-LIKE METHOD; ELECTROMAGNETISM-LIKE METHODS; FUNCTION VALUES; META HEURISTICS; PENALTY FUNCTION; PENALTY PARAMETERS; POINT-BASED; TOTAL FORCE;

ELECTROMAGNETISM; GLOBAL OPTIMIZATION;

CONSTRAINED OPTIMIZATION;

EID: 77957360225     PISSN: 08981221     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.camwa.2010.08.018     Document Type: Article

References (14)

1. K. Miettinen, M. Makela, and J. Toivanen Numerical comparison of some penalty based constraint handling techniques in genetic algorithm Journal of Global Optimization 27 2003 427 446
2. T.P. Runarsson, and X. Yao Stochastic ranking for constrained evolutionary optimization IEEE Transactions on Evolutionary Computation 4 3 2000 284 294
3. D. Powell, M.M. Skolnick, Using genetic algorithms in engineering design optimization with non-linear constraints, in: Proceedings of the Fifth International Conference on Genetic Algorithms, 1993, pp. 424430.
4. K. Deb An efficient constraint handling method for genetic algorithms Computer Methods in Applied Mechanics and Engineering 186 2000 311 338
5. S.I. Birbil, and S.C. Fang An electromagnetism-like mechanism for global optimization Journal of Global Optimization 25 3 2002 263 282
6. E.W. Cowan Basic Electromagnetism 1968 Academic Press New York
7. S.I. Birbil, S.C. Fang, and R.L. Sheu On the convergence of a population-based global optimization algorithm Journal of Global Optimization 30 2005 301 318
8. M. Golalikhani, N. Javadian, and R. Tavakkoli-Moghaddam A novel hybrid approach combining electromagnetism-like method with Solis and Wets local search for continuous optimization problems Journal of Global Optimization 44 2009 227 234
9. A.M.A.C. Rocha, and E.M.G.P. Fernandes Modified movement force vector in a electromagnetism-like mechanism for global optimization Optimization Methods and Software 24 2009 253 270
10. A.M.A.C. Rocha, and E.M.G.P. Fernandes Feasibility and dominance rules in the electromagnetism-like algorithm for constrained global optimization Lecture Notes in Computer Science 5071 2008 768 783
11. S.I. Birbil, Stochastic global optimization techniques, Ph.D. Thesis, North Carolina State University, 2002.
12. A.E.M. Zavala, A.H. Aguirre, and E.R.V. Diharce Constrained optimization via particle evolutionary swarm optimization algorithm (PESO) GECCO 2005 209 216
13. G. Toscano, C.A. Coello Coello, A constraint-handling mechanism for particle swarm optimization, in: Proceedings of the 2004 IEEE Congress on Evolutionary Computation, 2004, pp. 13961403.
14. H. Lu, and W. Chen Self adaptive velocity particle swarm optimization for constrained optimization problems Journal of Global Optimization 41 2008 427 445