Variable Neighborhood Search heuristic for the Inventory Routing Problem in fuel delivery

被引:104
|
作者
Popovic, Drazen [2 ]
Vidovic, Milorad [2 ]
Radivojevic, Gordana [1 ]
机构
[1] Univ Belgrade, Mihajlo Pupin Inst, Belgrade 11001, Serbia
[2] Univ Belgrade, Fac Transport & Traff Engn, Dept Logist, Belgrade 11001, Serbia
关键词
Variable Neighborhood Search (VNS); Inventory Routing Problem (IRP); Fuel delivery; Heuristics; Multi-compartment vehicles; SCHEDULING PROBLEM; REAL-TIME; ALGORITHM; DISPATCH; STATIONS; PRODUCTS;
D O I
10.1016/j.eswa.2012.05.064
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
In this paper we observe the extension of the vehicle routing problem (VRP) in fuel delivery that includes petrol stations inventory management and which can be classified as the Inventory Routing Problem (IRP) in fuel delivery. The objective of the IRP is to minimize the total cost of vehicle routing and inventory management. We developed a Variable Neighborhood Search (VNS) heuristic for solving a multi-product multi-period IRP in fuel delivery with multi-compartment homogeneous vehicles, and deterministic consumption that varies with each petrol station and each fuel type. The stochastic VNS heuristic is compared to a Mixed Integer Linear Programming (MILP) model and the deterministic "compartment transfer" (CT) heuristic. For three different scale problems, with different vehicle types, the developed VNS heuristic out-performs the deterministic CT heuristic. Also, for the smallest scale problem instances, the developed VNS was capable of obtaining the near optimal and optimal solutions (the MILP model was able to solve only the smallest scale problem instances). (C) 2012 Elsevier Ltd. All rights reserved.
引用
收藏
页码:13390 / 13398
页数:9
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