A simulation based research on chance constrained programming in robust facility location problem

作者：Leng Kaijun^*; Wen, Shi; Song Guanghua; Lin, Pan

来源：Open Physics, 2017, 15(1): 87-96.

DOI：10.1515/phys-2017-0010

• Facility Location
• Supply fluctuation
• Chance constrained programming

S ince facility location decisions problem include long-term character and potential parameter variations, it is important to consider uncertainty in its modeling. This paper examines robust facility location problem considering supply uncertainty, in which we assume the supply of the facility in the actual operation is not equal to the supply initially established, the supply is subject to random fluctuation. The chance constraints are introduced when formulating the robust facility location model to make sure the system operate properly with a certain probability while the supply fluctuates. The chance constraints are approximated safely by using Hoeffding's inequality and the problem is transformed to a general deterministic linear programming. Furthermore, how the facility location cost change with confidence level is investigated through a numerical example. The sensitivity analysis is conducted for important parameters of the model andwe get the main factors that affect the facility location cost.

• 出版日期2017
• 单位湖北经济学院; 中南财经政法大学