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
Link To Document