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
Link To Document :
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