Title :
A simulated annealing algorithm for multiobjective optimizations of electromagnetic devices
Author :
Ho, S.L. ; Yang, Shiyou ; Wong, H.C. ; Ni, Guangzheng
Author_Institution :
Dept. of Electr. Eng., Hong Kong Polytech. Univ., China
fDate :
5/1/2003 12:00:00 AM
Abstract :
This paper proposes a simulated annealing algorithm for multiobjective optimizations of electromagnetic devices to find the Pareto solutions in a relatively simple manner. The algorithm is based on the successful introductions of the Pareto set as well as the parameter and objective space strings. The new rank formula and fitness-sharing functions together with the stop criterion and other improvements are investigated in the proposed method. Two numerical examples for validating the robustness of the proposed method are also reported.
Keywords :
electromagnetic devices; simulated annealing; Pareto set; design methodology; electromagnetic device; fitness-sharing function; multiobjective optimization; numerical method; objective space string; parameter space string; rank formula; simulated annealing algorithm; stop criterion; Design engineering; Design optimization; Electromagnetic devices; Evolutionary computation; Helium; Iterative algorithms; Pareto optimization; Robustness; Simulated annealing; Terminology;
Journal_Title :
Magnetics, IEEE Transactions on
DOI :
10.1109/TMAG.2003.810546