TY - JOUR
T1 - Game decision for product mix under output demand uncertainty
AU - Yang, Ting
AU - Zhang, Ding Hua
AU - Chen, Bing
AU - Li, Shan
PY - 2011/5
Y1 - 2011/5
N2 - To solve decision problem for production line of different product mix under output demand uncertainty, the non-cooperative game model was introduced to describe competitive relationship among various products for manufacturing resources. Then, through all products'pursuit of their own maximal output, maximum utilization of production line and manufacturing resources were realized. And the judging basis for output mix feasibility and solving approach on maximal output in mixed production line were proposed based on load rate of bottle-neck unit. In the process of solving maximum output mix, the definition and search algorithm of Nash equilibrium were put forward. Finally, an aero-engine casing production line was taken as the research object, then the optimal product mix of two given examples under output demand uncertainty was obtained. By comparing to integer programming, genetic algorithm and tabu search, effectiveness and feasibility of game model were proved.
AB - To solve decision problem for production line of different product mix under output demand uncertainty, the non-cooperative game model was introduced to describe competitive relationship among various products for manufacturing resources. Then, through all products'pursuit of their own maximal output, maximum utilization of production line and manufacturing resources were realized. And the judging basis for output mix feasibility and solving approach on maximal output in mixed production line were proposed based on load rate of bottle-neck unit. In the process of solving maximum output mix, the definition and search algorithm of Nash equilibrium were put forward. Finally, an aero-engine casing production line was taken as the research object, then the optimal product mix of two given examples under output demand uncertainty was obtained. By comparing to integer programming, genetic algorithm and tabu search, effectiveness and feasibility of game model were proved.
KW - Demand uncertainty
KW - Nash equilibrium
KW - Non-cooperative game
KW - Output
KW - Product mix
KW - Production line
UR - https://www.scopus.com/pages/publications/79959305658
M3 - 文章
AN - SCOPUS:79959305658
SN - 1006-5911
VL - 17
SP - 1040
EP - 1049
JO - Jisuanji Jicheng Zhizao Xitong/Computer Integrated Manufacturing Systems, CIMS
JF - Jisuanji Jicheng Zhizao Xitong/Computer Integrated Manufacturing Systems, CIMS
IS - 5
ER -