A multi-objective healthcare inventory routing problem; a fuzzy possibilistic approach

被引：96
作者：
Niakan, Farzad [1 ]
Rahimi, Mohammad [1 ]
机构：
[1] INSA Lyon, DISE Lab EA4570, Villeurbanne, France
来源：
TRANSPORTATION RESEARCH PART E-LOGISTICS AND TRANSPORTATION REVIEW | 2015年 / 80卷
关键词：
Inventory routing problem; Healthcare; Fuzzy mathematical programming; Possibilistic programming; Fuzzy multi-objective optimization; TIME-WINDOWS; ALGORITHM; DELIVERY; REPLENISHMENT; MANAGEMENT; PORTFOLIO;
D O I：
10.1016/j.tre.2015.04.010
中图分类号：
F [经济];
学科分类号：
02 ;
摘要：
This paper presents a new multi-objective mathematical model to address a Healthcare Inventory Routing Problem (HIRP) for medicinal drug distribution to healthcare facilities. The first part of objective function minimizes total inventory and transportation costs, while satisfaction is maximized by minimizing forecast error which caused by product shortage and the amount of expired drugs; Greenhouse Gas (GHG) emissions are also minimized. A demand forecast approach has been integrated into the mathematical model to decrease drug shortage risk. A hybridized possibilistic method is applied to cope with uncertainty and an interactive fuzzy approach is considered to solve an auxiliary crisp multi-objective model and find optimized solutions. (C) 2015 Elsevier Ltd. All rights reserved.
引用
收藏
页码：74 / 94
页数：21
相关论文
共 62 条
[1]   Heuristic approaches for the inventory-routing problem with backlogging [J].
Abdelmaguid, Tamer F. ;
Dessouky, Maged M. ;
Ordonez, Fernando .
COMPUTERS & INDUSTRIAL ENGINEERING, 2009, 56 (04) :1519-1534
[2]   Hybrid heuristics for a short sea inventory routing problem [J].
Agra, Agostinho ;
Christiansen, Marielle ;
Delgado, Alexandrino ;
Simonetti, Luidi .
EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2014, 236 (03) :924-935
[3]   The impact of food perishability issues in the vehicle routing problem [J].
Amorim, P. ;
Almada-Lobo, B. .
COMPUTERS & INDUSTRIAL ENGINEERING, 2014, 67 :223-233
[4]   Industrial aspects and literature survey: Combined inventory management and routing [J].
Andersson, Henrik ;
Hoff, Arild ;
Christiansen, Marielle ;
Hasle, Geir ;
Lokketangen, Arne .
COMPUTERS & OPERATIONS RESEARCH, 2010, 37 (09) :1515-1536
[5]   ONE WAREHOUSE MULTIPLE RETAILER SYSTEMS WITH VEHICLE-ROUTING COSTS [J].
ANILY, S ;
FEDERGRUEN, A .
MANAGEMENT SCIENCE, 1990, 36 (01) :92-114
[6]   A branch-and-cut algorithm for a vendor-managed inventory-routing problem [J].
Archetti, Claudia ;
Bertazzi, Luca ;
Laporte, Gilbert ;
Speranza, Maria Grazia .
TRANSPORTATION SCIENCE, 2007, 41 (03) :382-391
[7]   A branch-and-price algorithm for an integrated production and inventory routing problem [J].
Bard, Jonathan F. ;
Nananukul, Narameth .
COMPUTERS & OPERATIONS RESEARCH, 2010, 37 (12) :2202-2217
[8]   IMPROVING THE DISTRIBUTION OF INDUSTRIAL GASES WITH AN ONLINE COMPUTERIZED ROUTING AND SCHEDULING OPTIMIZER [J].
BELL, WJ ;
DALBERTO, LM ;
FISHER, ML ;
GREENFIELD, AJ ;
JAIKUMAR, R ;
KEDIA, P ;
MACK, RG ;
PRUTZMAN, PJ .
INTERFACES, 1983, 13 (06) :4-23
[9]   Deliveries in an inventory/routing problem using stochastic dynamic programming [J].
Berman, O ;
Larson, RC .
TRANSPORTATION SCIENCE, 2001, 35 (02) :192-213
[10]   A stochastic inventory routing problem with stock-out [J].
Bertazzi, Luca ;
Bosco, Adamo ;
Guerriero, Francesca ;
Lagana, Demetrio .
TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES, 2013, 27 :89-107
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