• DocumentCode
    953844
  • 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
  • Volume
    40
  • Issue
    2
  • fYear
    2004
  • fDate
    3/1/2004 12:00:00 AM
  • Firstpage
    1140
  • Lastpage
    1143
  • 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;
  • fLanguage
    English
  • Journal_Title
    Magnetics, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0018-9464
  • Type

    jour

  • DOI
    10.1109/TMAG.2004.824798
  • Filename
    1284619