Title :
An improved tabu-based vector optimal algorithm for design optimizations of electromagnetic devices
Author :
Yang, S.Y. ; Cardoso, J.R. ; Ho, S.L. ; Ni, P.H. ; Machado, J.M. ; Lo, Edward W C
Author_Institution :
Zhejiang Univ., China
fDate :
3/1/2004 12:00:00 AM
Abstract :
This paper introduces an improved tabu-based vector optimal algorithm for multiobjective optimal designs of electromagnetic devices. The improvements include a division of the entire search process, a new method for fitness assignment, a novel scheme for the generation and selection of neighborhood solutions, and so forth. Numerical results on a mathematical function and an engineering multiobjective design problem demonstrate that the proposed method can produce virtually the exact Pareto front, in both parameter and objective spaces, even though the iteration number used by it is only about 70% of that required by its ancestor.
Keywords :
Pareto optimisation; electromagnetic devices; search problems; sorting; Pareto front; Pareto solution; electromagnetic devices; engineering multiobjective design problem; mathematical function; multiobjective optimal designs; multiobjective optimization; nondominated sorting; optimizations; tabu search; tabu-based vector optimal algorithm; vector optimization; Algorithm design and analysis; Design engineering; Design optimization; Electromagnetic devices; Evolutionary computation; Pareto optimization; Robustness; Search methods; Simulated annealing; Sorting;
Journal_Title :
Magnetics, IEEE Transactions on
DOI :
10.1109/TMAG.2004.824798