• DocumentCode
    3415076
  • Title

    Multi-objective optimization conceptual design of solar energy product based on hybrid genetic algorithm

  • Author

    Zhao, Tingting ; Ju, Zhenhe ; Wei, Xiaopeng ; Zhang, Shi ; Wang, Shuaijie ; Li, Xiaoxiao

  • Author_Institution
    Sch. of Manage., Dalian Univ. of Technol., Dalian, China
  • Volume
    1
  • fYear
    2010
  • fDate
    25-27 June 2010
  • Abstract
    For research on conceptual design of the complex product, it is necessary that a reliable theory is found to decide if the design structure is suit for custom requirement. The correlation matrixes among requirements, functions and structures are proposed. A block diagonal matrix of correlation matrix between functions and structures is given. The mathematical models of multi-object optimization structure design are provided, and then calculated by the hybrid genetic algorithm. An example for solar energy automobile is given to show that this method is able to realize optimization structure design fitting for the requirements. In addition, the approaches can provide good Pareto optimization solutions.
  • Keywords
    Pareto optimisation; design engineering; genetic algorithms; reliability theory; Pareto optimization; block diagonal matrix; hybrid genetic algorithm; multiobjective optimization conceptual design; optimization structure design fitting; reliable theory; solar energy automobile; solar energy product; Algorithm design and analysis; Design engineering; Design optimization; Genetic algorithms; Genetic engineering; Mathematics; Pareto optimization; Power engineering and energy; Reliability engineering; Solar energy; Conceptual design; Genetic algorithm; Multi-object optimization; Pareto optimization solution;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computer Design and Applications (ICCDA), 2010 International Conference on
  • Conference_Location
    Qinhuangdao
  • Print_ISBN
    978-1-4244-7164-5
  • Electronic_ISBN
    978-1-4244-7164-5
  • Type

    conf

  • DOI
    10.1109/ICCDA.2010.5540685
  • Filename
    5540685