Centralized versus distributed sterilization service: A location-allocation decision model

被引:13
|
作者
Tlahig, Houda [1 ,2 ]
Jebali, Aida [1 ,3 ]
Bouchriha, Hanen [1 ]
Ladet, Pierre [2 ]
机构
[1] Univ Tunis El Manar, Ecole Natl Ingn Tunis, Lab ACS, BP 37 Belvedere, Tunis 1002, Tunisia
[2] GIPSA Lab, F-38402 St Martin Dheres, France
[3] Prince Sultan Univ, Riyadh 1158, Saudi Arabia
关键词
Hospital network; Sterilization service configuration; Centralized vs. distributed; Optimization; Location-allocation model; MILP; Valid cuts;
D O I
10.1016/j.orhc.2013.05.001
中图分类号
R19 [保健组织与事业(卫生事业管理)];
学科分类号
摘要
The concept of "networking'' has become central to the reform of healthcare systems. The objective is to reduce costs while improving the quality of service. This paper deals with the problem of sterilization service configuration within a hospital network. Two alternatives are considered: (1) each hospital in the network maintains its sterilization service in-house; (2) a central sterilization service ensures this function for all hospitals in the network. This decision is based on a location-allocation model of the sterilization service. A Mixed Integer Linear Program (MILP) is proposed to find the optimal configuration of the sterilization service (centralized vs. distributed), the optimal location and the optimal capacity of the centralized sterilization service over a multi-period planning horizon. The objective is to minimize costs related to transportation, production and resource acquisition and transfer. A solution method based on the addition of appropriate customized cuts to the original MILP is then proposed. The proposed models are applied to 30 scenarios extracted from a real-life case study. The obtained results show that the considered problem can be solved to optimality for moderate size scenarios with the use of commercial MILP solvers and the addition of the proposed customized cuts to the original model. Further analysis was conducted and pointed out how network configuration is sensitive to the number of human and material resources available in each hospital of the network. (C) 2013 Elsevier Ltd. All rights reserved.
引用
收藏
页码:75 / 85
页数:11
相关论文
共 50 条
  • [1] Global Optimization for a Continuous Location-Allocation Model for Centralized and Distributed Manufacturing
    Lara, Cristiana L.
    Grossmann, Ignacio E.
    [J]. 26TH EUROPEAN SYMPOSIUM ON COMPUTER AIDED PROCESS ENGINEERING (ESCAPE), PT A, 2016, 38A : 1009 - 1014
  • [2] A multiple server location-allocation model for service system design
    Syam, Siddhartha S.
    [J]. COMPUTERS & OPERATIONS RESEARCH, 2008, 35 (07) : 2248 - 2265
  • [3] Class of the flow capturing location-allocation model with service radius
    School of Management, Huazhong University of Science and Technology, Wuhan 430074, China
    [J]. Xitong Gongcheng Lilum yu Shijian, 2006, 1 (117-122):
  • [4] An uncertain location-allocation model
    Ding, Sibo
    [J]. ADVANCED RESEARCH ON INDUSTRY, INFORMATION SYSTEMS AND MATERIAL ENGINEERING, PTS 1-7, 2011, 204-210 : 449 - 452
  • [5] Binary PSO for Web Service Location-Allocation
    Tan, Boxiong
    Huang, Hai
    Ma, Hui
    Zhang, Mengjie
    [J]. ARTIFICIAL LIFE AND COMPUTATIONAL INTELLIGENCE, ACALCI 2017, 2017, 10142 : 366 - 377
  • [6] A Simple Location-Allocation Model on Reverse Logistics for Repair Service System Design
    Zhou, Gengui
    Cao, Zhenyu
    Xu, Qi
    [J]. ICOSCM 2007 - INTERNATIONAL CONFERENCE ON OPERATIONS AND SUPPLY CHAIN MANAGEMENT IN CHINA, 2007, 1
  • [7] APPLYING THE SERVICE LEVEL CRITERION IN A LOCATION-ALLOCATION PROBLEM
    PAPPIS, CP
    KARACAPILIDIS, NI
    [J]. DECISION SUPPORT SYSTEMS, 1994, 11 (01) : 77 - 81
  • [8] A LOCATION-ALLOCATION MODEL FOR LOGISTICS INTEGRATION CENTERS
    Guimaraes, Vanessa de Almeida
    Ribeiro, Glaydston Mattos
    do Forte, Vinicius Leal
    Lucena, Abilio
    [J]. INTERNATIONAL JOURNAL OF TRANSPORT ECONOMICS, 2017, 44 (02) : 273 - 292
  • [9] A MULTIPLE CRITERIA MODEL FOR THE LOCATION-ALLOCATION PROBLEM
    LEE, SM
    GREEN, GI
    KIM, CS
    [J]. COMPUTERS & OPERATIONS RESEARCH, 1981, 8 (01) : 1 - 8
  • [10] A Location-allocation Model for Fog Computing Infrastructures
    de Queiroz, Thiago Alves
    Canali, Claudia
    Iori, Manuel
    Lancellotti, Riccardo
    [J]. PROCEEDINGS OF THE 10TH INTERNATIONAL CONFERENCE ON CLOUD COMPUTING AND SERVICES SCIENCE (CLOSER), 2020, : 253 - 260