A multiobjective approach of differential evolution optimization applied to electromagnetic problems

IEEE Transactions on Magnetics

Volumn 50, Issue 2, 2014, Pages 625-628

  Tenaglia, Gustavo Caravaggi ^a   Lebensztajn, Luiz ^a  

^a UNIVERSITY OF SÃO PAULO   (Brazil)

Author keywords

Electric machines; optimization

Indexed keywords

ELECTRIC MACHINERY; ELECTROMAGNETS; OPTIMIZATION; STOCHASTIC SYSTEMS;

DIFFERENTIAL EVOLUTION ALGORITHMS; DIFFERENTIAL EVOLUTION OPTIMIZATIONS; ELECTROMAGNETIC PROBLEMS; EVOLUTIONARY MECHANISMS; EVOLUTIONARY TECHNIQUES; MULTIOBJECTIVE APPROACH; OPTIMIZATION PROBLEMS; STRENGTH PARETO EVOLUTIONARY ALGORITHM;

EVOLUTIONARY ALGORITHMS;

EID: 84900641374     PISSN: 00189464     EISSN: None     Source Type: Journal    
DOI: 10.1109/TMAG.2013.2285980     Document Type: Article

References (13)

1. D. Zhang, Y. T. Liu, and S. Huang, "Differential evolution based parameter identification of static and dynamic JA models and its application to inrush current study in power converters," IEEE Trans. Magn., vol. 48, no. 11, pp. 3482-3485, Nov. 2012.
2. P. Di Barba and M. E. Mognaschi, "Industrial design with multiple criteria: Shape optimization of a permanent-magnet generator," IEEE Trans. Magn., vol. 45, no. 3, pp. 1482-1485, Mar. 2009.
3. L. D. S. Coelho, V. C. Mariani, M. V. Ferreira da Luz, and J. V. Leite, "Novel gamma differential evolution approach for multiobjective transformer design optimization," IEEE Trans. Magn., vol. 49, no. 5, pp. 2121-2124, May 2013.
4. R. Storn and K. Price, "Differential evolution-A simple and efficient heuristic for global optimization over continuous spaces," J. Global Optim., vol. 11, no. 4, pp. 341-359, Dec. 1997. (Pubitemid 127502202)
5. E. Zitzler and L. Thiele, "Multiobjective evolutionary algorithms: A comparative case study and the strength Pareto approach," IEEE Trans. Evol. Comput., vol. 3, no. 4, pp. 257-271, Nov. 1999. (Pubitemid 30544879)
6. K. Deb, L. Thiele, and E. Zizler, "Comparison of multiobjective evolutionary algorithms: Empirical results," Evol. Comput., vol. 8, no. 2, pp. 173-195, Jun. 2000.
7. S. Brisset and P. Brochet, "Analytical model for the optimal design of a brushless DC wheel motor," Int. J. Comput. Math. Electr. Electron. Eng., vol. 24, no. 3, pp. 829-848, 2005. (Pubitemid 41023666)
8. (2013). Optimization of Die Press Model (TEAM Workshop Problem 25) [Online]. Available: http://www.compumag. co.uk/problems/problem25.pdf
9. H. A. Abbass, R. Sarker, and C. Newton, "PDE: A Pareto-frontier differential evolution approach for multi-objective optimization problems," in Proc. Congr. Evol. Comput., vol. 2. May 2001, pp. 971-978. (Pubitemid 32806246)
10. H. Qin, J. Zhou, Y. Li, L. Liu, and Y. Lu, "Enhanced strength Pareto differential evolution (ESPDE): An extension of differential evolution for multi-objective optimization," in Proc. 4th ICNC, Oct. 2008, pp. 191-196.
11. (2013). A Benchmark for a Mono and Multi Objective Optimization of the Brushless DC Wheel Motor [Online]. Available: http://l2ep.univlille1. fr/come/benchmark-wheel-motor.htm
12. T. C. Bora, L. S. Coelho, and L. Lebensztajn, "Bat-inspired optimization approach for the brushless DC wheel motor problem," IEEE Trans. Magn., vol. 48, no. 2, pp. 947-950, Feb. 2012.
13. L. Lebensztajn and J.-L. Coulomb, "TEAM workshop problem 25: A multiobjective analysis," IEEE Trans. Magn., vol. 40, no. 2, pp. 1042-1045, Mar. 2004.