• DocumentCode
    1901420
  • Title

    Simulation Cultural Algorithm of Enterprise Evolution Based on Multilayer Belief Spaces

  • Author

    Yang, Yi ; Wang, Hongguo ; Shao, Zengzhen ; Cheng, Zhaoqian

  • Author_Institution
    Inst. of Manage. & Econ., Shandong Normal Univ., Jinan, China
  • fYear
    2010
  • fDate
    25-26 Dec. 2010
  • Firstpage
    1
  • Lastpage
    4
  • Abstract
    The current researches on enterprise evolution mainly focus on the theory, and the simulation study of enterprise evolution is scant. Based on the advantages of traditional culture algorithm and the characteristics of enterprise evolution, a cultural algorithm of enterprise evolution based on multilayer belief spaces is proposed. In this paper, the belief spaces are divided into multiple levels and different believes are saved in different levels. Additionally, some learning factors are introduced to adjust the capabilities of enterprise dynamically. Experiments show that the simulation of the interaction and the process of co-evolutionary between enterprises are effective. And the affection of the different learning ability to the enterprise evolution is analyzed.
  • Keywords
    belief maintenance; corporate modelling; evolutionary computation; learning (artificial intelligence); dynamic enterprise capability adjustment; enterprise evolution; learning ability; learning factors; multilayer belief spaces; simulation cultural algorithm; Biological system modeling; Cultural differences; Evolution (biology); Nonhomogeneous media; Optimization; Production; Silicon;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Information Engineering and Computer Science (ICIECS), 2010 2nd International Conference on
  • Conference_Location
    Wuhan
  • ISSN
    2156-7379
  • Print_ISBN
    978-1-4244-7939-9
  • Electronic_ISBN
    2156-7379
  • Type

    conf

  • DOI
    10.1109/ICIECS.2010.5678361
  • Filename
    5678361