Novel memetic algorithm implemented with GA (genetic algorithm) and MADS (mesh adaptive direct search) for optimal design of electromagnetic system

IEEE Transactions on Magnetics

Volumn 46, Issue 6, 2010, Pages 1982-1985

  Ahn, Youngjun ^a   Park, Jiseong ^a   Lee, Cheol Gyun ^b   Kim, Jong Wook ^a   Jung, Sang Yong ^a  

^a Dong A University   (South Korea)

^b Dong Eui University   (South Korea)

Author keywords

Finite element method (FEM); Genetic Algorithm (GA); Memetic Algorithm (MA); Mesh adaptive direct search (MADS); Surface mounted permanent magnet synchronous generator (SPMSG)

Indexed keywords

DESIGN; ELECTRIC GENERATORS; FINITE ELEMENT METHOD; HEURISTIC ALGORITHMS; MESH GENERATION; OPTIMAL SYSTEMS; PERMANENT MAGNETS;

ANNUAL ENERGY PRODUCTIONS; ELECTROMAGNETIC SYSTEMS; GA (GENETIC ALGORITHM); MEMETIC ALGORITHMS; MESH ADAPTIVE DIRECT SEARCH; META-HEURISTIC SEARCH ALGORITHMS; SURFACE-MOUNTED PERMANENT MAGNET; WIND GENERATOR SYSTEMS;

GENETIC ALGORITHMS;

EID: 77952827142     PISSN: 00189464     EISSN: None     Source Type: Journal    
DOI: 10.1109/TMAG.2010.2043228     Document Type: Article

References (10)

1. Advanced Topics in Computer Science Series: New Ideas in Optimization. New York: McGraw-Hill, 1999, pp. 219-234.
2. Khan, M. A. Pillay, and P. Malengret, "Impact of direct-drive WEC systems on the design of a small PM wind generator," in Proc. IEEE Power Tech Conf., Jun. 2003, vol.2, pp. 23-26.
3. J. Chen, C. V. Nayar, and L. Xu, "Design and finite-element analysis of an outer-rotor permanent-magnet generator for directly coupled wind turbines," IEEE Trans. Magn., vol.36, pp. 3802-3809, Sep. 2000.
4. J. A.Vasconcelos, R. R. Saldanha, L. Krahenbuhl, and A. Nicolas, "Genetic algorithm coupled with a deterministic method for optimization in electromagnetics," IEEE Trans. Magn., vol.33, pp. 1860-1863, Mar. 1997.
5. O. A. Mohammed and G. F. Uler, "A hybrid technique for the optimal design of electromagnetic devices using direct search and genetic algorithms," IEEE Trans. Magn., vol.33, pp. 1931-1934, Mar. 1997.
6. M. Farina and J. K. Sykulski, "Comparative study of evolution strategies combined with approximation techniques for practical electromagnetic optimization problems," IEEE Trans. Magn., vol.37, pp. 3216-3220, Sep. 2001.
7. F. G. Guimaraes, F. Campelo, H. Igarashi, D. A. Lowther, and J. A. Ramirez, "Optimization of cost function using evolutionary algorithms with local learning and local search," IEEE Trans. Magn., vol.43, pp. 1641-1644, Apr. 2007.
8. C. Audet and J. E. Dennis, Jr., "Mesh adaptive direct search algorithms for constrained optimization," SIAM J. Optim., vol.17, no.1, pp. 188-217, 2006.
9. T. G. Kolda, R. M. Lewis, and V. Torczon, "Optimization by direct search: New perspectives on some classical and modern methods," SIAM Rev., vol.45, no.3, pp. 385-482, 2003, (electronic).
10. D. S. Zinger and E. Muljadi, "Annualized wind energy improvement using variable speeds," IEEE Trans. Ind. Applicat., vol.33, pp. 1444-1447, Nov. 1997.