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
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