Robust optimization model for integrated procurement, production and distribution in platelet supply chain

被引:81
作者
Ensafian, Hamidreza [1 ]
Yaghoubi, Saeed [1 ]
机构
[1] Iran Univ Sci & Technol, Sch Ind Engn, Tehran 1684613114, Iran
关键词
Platelet supply chain; Perishability; Production and distribution planning; Robust; Revised multi-choice goal programming; ISSUING POLICIES; BLOOD; TRANSFUSION; COLLECTION; MANAGEMENT; SYSTEMS; DONORS; CELLS; TIME;
D O I
10.1016/j.tre.2017.04.005
中图分类号
F [经济];
学科分类号
02 ;
摘要
This paper presents an integrated platelet supply chain where demand is age-differentiated according to the type of patient. At first, considering the apheresis method and traditional production platelet method, two mixed-integer programming models are developed based on FIFO and LIFO issuing policies. Since in practice fresh platelets have been preferred, a bi-objective model has been then developed in which the first objective maximizes the freshness of the units delivered and the second minimizes the total cost. To cope with uncertain demand, a robust optimization approach is presented and the application of the proposed model is discussed in a case study. (C) 2017 Elsevier Ltd. All rights reserved.
引用
收藏
页码:32 / 55
页数:24
相关论文
共 62 条
[1]   On the Issuing Policies for Perishable Items such as Red Blood Cells and Platelets in Blood Service [J].
Abbasi, Babak ;
Hosseinifard, S. Zahra .
DECISION SCIENCES, 2014, 45 (05) :995-1020
[2]   Approximate dynamic programming modeling for a typical blood platelet bank [J].
Abdulwahab, U. ;
Wahab, M. I. M. .
COMPUTERS & INDUSTRIAL ENGINEERING, 2014, 78 :259-270
[3]   Models for robust tactical planning in multi-stage production systems with uncertain demands [J].
Aghezzaf, El-Houssaine ;
Sitompul, Carles ;
Najid, Najib M. .
COMPUTERS & OPERATIONS RESEARCH, 2010, 37 (05) :880-889
[4]   A multi-objective robust optimization model for multi-product multi-site aggregate production planning in a supply chain under uncertainty [J].
Al-e-hashem, S. M. J. Mirzapour ;
Malekly, H. ;
Aryanezhad, M. B. .
INTERNATIONAL JOURNAL OF PRODUCTION ECONOMICS, 2011, 134 (01) :28-42
[5]   Influence of consumer purchasing behaviour on the production planning of perishable food [J].
Amorim, P. ;
Costa, A. M. ;
Almada-Lobo, B. .
OR SPECTRUM, 2014, 36 (03) :669-692
[6]   Lot sizing versus batching in the production and distribution planning of perishable goods [J].
Amorim, P. ;
Belo-Filho, M. A. F. ;
Toledo, F. M. B. ;
Almeder, C. ;
Almada-Lobo, B. .
INTERNATIONAL JOURNAL OF PRODUCTION ECONOMICS, 2013, 146 (01) :208-218
[7]   Review of inventory systems with deterioration since 2001 [J].
Bakker, Monique ;
Riezebos, Jan ;
Teunter, Ruud H. .
EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2012, 221 (02) :275-284
[8]   Supply chain management of blood products: A literature review [J].
Belien, Jeroen ;
Force, Hein .
EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2012, 217 (01) :1-16
[9]  
Blake J. T, 2010, WILEY ENCY OPERATION
[10]  
BLAKE JT, 2003, P 29 M EUR WORK GROU