• DocumentCode
    3428270
  • Title

    An efficient evolutionary algorithm for multiobjective optimization problems

  • Author

    Chen, Wei-Mei ; Lee, Wei-Ting

  • Author_Institution
    Nat. Taiwan Univ. of Sci. & Technol., Taipei
  • fYear
    2007
  • fDate
    22-24 Aug. 2007
  • Firstpage
    30
  • Lastpage
    33
  • Abstract
    An efficient evolutionary algorithm (EA) for the multiobjective optimization problems is proposed. To reduce the computational cost, a variant of k-d tree is used in our approach to preserve all nondominated solutions. Our experiments demonstrate that the algorithm outperforms the other popular multiobjective EA´s, especially for the higher dimensional cases.
  • Keywords
    evolutionary computation; optimisation; trees (mathematics); evolutionary algorithm; k-d tree; multiobjective optimization problem; Binary search trees; Computational efficiency; Councils; Data structures; Evolutionary computation; Filters; Time factors; Tree data structures;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Communications, Computers and Signal Processing, 2007. PacRim 2007. IEEE Pacific Rim Conference on
  • Conference_Location
    Victoria, BC
  • Print_ISBN
    978-1-4244-1189-4
  • Electronic_ISBN
    1-4244-1190-4
  • Type

    conf

  • DOI
    10.1109/PACRIM.2007.4313169
  • Filename
    4313169
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=3428270