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
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