• DocumentCode
    3383571
  • Title

    Conceptual design of method alternatives based on the multi-objective Genetic Algorithm

  • Author

    Kong, Ling-Fu ; Li, Li ; Feng, Jian-Zhou

  • Author_Institution
    Sch. of Inf. Sci. & Eng., Yanshan Univ., Qinhuangdao, China
  • Volume
    3
  • fYear
    2010
  • fDate
    9-10 Oct. 2010
  • Firstpage
    182
  • Lastpage
    185
  • Abstract
    Product Conceptual Design phase is the most important period, the process of scheme generation can be regarded as a progress of optimization in a state space. In this process, there are often conflicts between multiple objectives and multiple constraints, we can only produce a compromise set. Based on Technology Identification Evaluation and Selection method (TIES), constructing the mapping relations from different functional principles combination to design objectives, we applied the improved Non-dominated sorting Genetic Algorithm (NSGA-II) to multi-objective optimization, so as to make it more suitable for the characteristics of combinatorial optimization, forming the pareto frontier of design space, facilitating the experts to make selection based on different target orientation.
  • Keywords
    Pareto optimisation; combinatorial mathematics; constraint handling; genetic algorithms; product design; Pareto frontier; combinatorial optimization; constraints; multiobjective genetic algorithm; multiobjective optimization; nondominated sorting genetic algorithm; product conceptual design phase; technology identification evaluation and selection method; Conceptual design; Genetic algorithm; Multi-objective optimization; Principle combination; Technology identification evaluation and selection;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Future Information Technology and Management Engineering (FITME), 2010 International Conference on
  • Conference_Location
    Changzhou
  • Print_ISBN
    978-1-4244-9087-5
  • Type

    conf

  • DOI
    10.1109/FITME.2010.5654697
  • Filename
    5654697