A scalarizing one-stage algorithm for efficient multi-objective optimization

IEEE Transactions on Magnetics

Volumn 44, Issue 6, 2008, Pages 1094-1097

  Hawe, Glenn I ^a,b   Sykulski, Jan K ^b  

^a Vector Fields Ltd   (United Kingdom)

^b UNIVERSITY OF SOUTHAMPTON   (United Kingdom)

Author keywords

Kriging; Optimization methods

Indexed keywords

CONSTRAINT HANDLING TECHNIQUES; ELECTROMAGNETIC DESIGN; KRIGING; SINGLE-OBJECTIVE OPTIMIZATION;

CONSTRAINED OPTIMIZATION; ITERATIVE METHODS; MULTIOBJECTIVE OPTIMIZATION; NUMERICAL METHODS; PROBLEM SOLVING;

ELECTROMAGNETIC FIELDS;

EID: 44049104079     PISSN: 00189464     EISSN: None     Source Type: Journal    
DOI: 10.1109/TMAG.2007.915977     Document Type: Article

References (11)

1. L. Lebensztajn, C. A. R. Marretto, M. C. Costa, and J.-L. Coulomb, "Kriging: A useful tool for electromagnetic devices optimization," IEEE Trans. Magn., vol. 40, no. 2, pt. 2, pp. 1196-1199, Mar. 2004.
2. D. R. Jones, "A taxonomy of global optimization methods based on response surfaces," J. Global Optim., vol. 21, pp. 345-383, 2001.
3. D. R. Jones, M. Schonlau, and W. J.Welch, "Efficient global optimization of expensive black-box functions," J. Global Optim., vol. 13, pp. 455-492, 1998.
4. H. M. Gutmann, "A radial basis function method for global optimization," J. Global Optim., vol. 19, pp. 201-227, 2001.
5. K. M. Miettinen, Nonlinear Multiobjective Optimization. Boston, MA: Kluwer Academic, 1999.
6. J. Knowles, "ParEGO: A hybrid algorithm with on-line landscape approximation for expensive multiobjective optimization problems," IEEE Trans. Evol. Comput., vol. 10, no. 1, pp. 50-66, Feb. 2006.
7. R. G. Regis and C. A. Shoemaker, "Improved strategies for radial basis function methods for global optimization," J. Global Optim., vol. 37, no. 1, pp. 113-135, 2007.
8. G. I. Hawe and J. K. Sykulski, "A hybrid one-then-two stage algorithm for computationally expensive electromagnetic design optimization," COMPEL, vol. 26, no. 2, pp. 236-246, 2007.
9. T. W. Simpson, D. K. J. Lin, and W. Chen, "Sampling strategies for computer experiments: Design and analysis," Int. J. Rel. Appl., vol. 2, no. 3, pp. 209-240, 2001.
10. J. R. Kalagnanam and U. M. Diwekar, "An efficient sampling technique for off-line quality control," Technometrics, vol. 39, no. 2, pp. 131-148, 1997.
11. A. I. J. Forrester, A. Sobester, and A. J. Keane, "Optimization with missing data," Proc. Roy. Soc. A, vol. 462, pp. 935-945, 2006.