Selective and periodic inventory routing problem for waste vegetable oil collection

被引:55
作者
Aksen, Deniz [1 ]
Kaya, Onur [2 ]
Salman, F. Sibel [2 ]
Akca, Yeliz [2 ]
机构
[1] Koc Univ, Coll Adm Sci & Econ, Istanbul, Turkey
[2] Koc Univ, Dept Ind Engn, Istanbul, Turkey
关键词
Reverse logistics; Periodic inventory routing; Mixed integer linear programming; Collection; Waste vegetable oil; TRAVELING SALESMAN PROBLEM; INTEGRATED PRODUCTION; CONSTRAINTS; ALGORITHM;
D O I
10.1007/s11590-012-0444-1
中图分类号
C93 [管理学]; O22 [运筹学];
学科分类号
070105 ; 12 ; 1201 ; 1202 ; 120202 ;
摘要
We consider a biodiesel production company that collects waste vegetable oil from source points that generate waste in large amounts. The company uses the collected waste as raw material for biodiesel production. The manager of this company needs to decide which of the present source points to include in the collection program, which of them to visit on each day, which periodic routing schedule to repeat over an infinite horizon and how many vehicles to operate such that the total collection, inventory and purchasing costs are minimized while the production requirements and operational constraints are met. For this selective and periodic inventory routing problem, we propose two different formulations, compare them and apply the better performing one on a real-world problem with 36 scenarios. We generate lower bounds using a partial linear relaxation model, and observe that the solutions obtained through our model are within 3.28% of optimality on the average. Several insights regarding the customer selection, routing and purchasing decisions are acquired with sensitivity analysis.
引用
收藏
页码:1063 / 1080
页数:18
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