TY - JOUR
T1 - A multi-criteria product mix problem considering multi-period and several uncertainty conditions
AU - Hasuike, Takashi
AU - Ishii, Hiroaki
PY - 2009
Y1 - 2009
N2 - This paper considers a multi-period and multi-criteria product mix problem minimizing the total cost, maximizing the total profit and minimizing the inventory levels under various random and ambiguous conditions. The proposal model is an extended model including some standard product mix problems and the model integrating manufacturing and distribution planning decisions in supply chains, and it represents more complex situations in real world. Since this problem is not well-defined problem due to including random and fuzzy variables, it is hard to solve it directly. Therefore, introducing chance constraints, main problem is transformed into a nonlinear programming problem. Furthermore, for solving it more efficiently, the solution method using the mean absolute deviation is constructed and so it is easier to obtain an optimal solution than previous analytical solution procedures.
AB - This paper considers a multi-period and multi-criteria product mix problem minimizing the total cost, maximizing the total profit and minimizing the inventory levels under various random and ambiguous conditions. The proposal model is an extended model including some standard product mix problems and the model integrating manufacturing and distribution planning decisions in supply chains, and it represents more complex situations in real world. Since this problem is not well-defined problem due to including random and fuzzy variables, it is hard to solve it directly. Therefore, introducing chance constraints, main problem is transformed into a nonlinear programming problem. Furthermore, for solving it more efficiently, the solution method using the mean absolute deviation is constructed and so it is easier to obtain an optimal solution than previous analytical solution procedures.
KW - Fuzzy programming
KW - Multi-criteria product mix problem
KW - Multi-period model
KW - Stochastic programming
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U2 - 10.1080/17509653.2009.10671063
DO - 10.1080/17509653.2009.10671063
M3 - Article
AN - SCOPUS:84885449857
VL - 4
SP - 60
EP - 71
JO - International Journal of Management Science and Engineering Management
JF - International Journal of Management Science and Engineering Management
SN - 1750-9653
IS - 1
ER -