• DocumentCode
    127308
  • Title

    How to select the mode of balancing exploration and exploitation: A study based on computer simulation

  • Author

    Wang Jian ; Hu Long-ying ; Ma Tao

  • Author_Institution
    Sch. of Manage., Harbin Inst. of Technol., Harbin, China
  • fYear
    2014
  • fDate
    17-19 Aug. 2014
  • Firstpage
    1491
  • Lastpage
    1496
  • Abstract
    Based on fitness landscape theory and NK model, this study tries to construct ambidexterity and punctuated equilibrium and simulate how the enterprise chooses the appropriate mode of balancing exploration and exploitation to get a better performance. Our results indicate that, (1) when the resources are sufficient, ambidexterity can outperform punctuated equilibrium; and when the resources are limited, ambidexterity achieves a roughly equal performance with the punctuated equilibrium in the short-term, and a higher performance in the long-term; (2) in the case of rich resources, and with the innovation complexity increases, ambidexterity will yield an distinct advantage than punctuated equilibrium with the increasing innovation complexity. When the resources are limited, ambidexterity will get a lower short-term performance and a higher long-term performance than punctuated equilibrium at a lower innovation complexity. As the innovation complexity increases, ambidexterity will gradually lead to equal short-term performance with punctuated equilibrium, and higher long-term performance.
  • Keywords
    business data processing; NK model; ambidexterity equilibrium; balancing exploitation mode; balancing exploration mode; computer simulation; fitness landscape theory; innovation complexity; long-term performance; punctuated equilibrium; short-term performance; Analytical models; Complexity theory; Computer simulation; Educational institutions; Organizations; Technological innovation; Uncertainty; NK model; ambidexterity; exploitation; exploration; punctuated equilibrium;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Management Science & Engineering (ICMSE), 2014 International Conference on
  • Conference_Location
    Helsinki
  • Print_ISBN
    978-1-4799-5375-2
  • Type

    conf

  • DOI
    10.1109/ICMSE.2014.6930408
  • Filename
    6930408