• DocumentCode
    2125538
  • Title

    Research on Modeling of Product Development Complex System Based on System Dynamics

  • Author

    Lai, Chaoan

  • Author_Institution
    Sch. of Bus. Adm., South China Univ. of Technol., Guangzhou
  • fYear
    2008
  • fDate
    21-22 Dec. 2008
  • Firstpage
    361
  • Lastpage
    365
  • Abstract
    Take system dynamics (SD) as the framework of study, use support vector machines (SVM) to obtain the non-linear relationship among units of product development complex system; and then use rough set (RS) method to analysis the feedback loop of flow-chart of the system, so as to find the non-linear dynamics correcting mechanism of product development. The simulation model can illuminate factually the essentiality of the evolution process of new product development. The essential factors of product development was found with Rough Set method by the simulation model, and it was found that the system of essential factors in certain space can play an important role in the steady of the system. It was proved that the managers can raise the success rate of new product development and make it easy to forecast and control the evolution process of product development by regulating the essential factors.
  • Keywords
    flowcharting; product development; production engineering computing; rough set theory; support vector machines; evolution process; nonlinear dynamics correcting mechanism; product development complex system; rough set method; support vector machines; system dynamics; Chaos; Control systems; Feedback loop; Knowledge acquisition; Mathematical model; Nonlinear dynamical systems; Process control; Product design; Product development; Support vector machines; Rough Set; Support Vector Machines; complex system; product development; system dynamics;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Knowledge Acquisition and Modeling, 2008. KAM '08. International Symposium on
  • Conference_Location
    Wuhan
  • Print_ISBN
    978-0-7695-3488-6
  • Type

    conf

  • DOI
    10.1109/KAM.2008.153
  • Filename
    4732845