Designing and optimizing a sustainable supply chain network for a blood platelet bank under uncertainty

Engineering Applications of Artificial Intelligence

Volumn 71, Issue , 2018, Pages 236-250

  Eskandari Khanghahi, Marzieh ^a   Tavakkoli Moghaddam, Reza ^a,b,c   Taleizadeh, Ata Allah ^a   Amin, Saman Hassanzadeh ^d  

^a UNIVERSITY OF TEHRAN   (Iran)

^b Paul Verlaine University of Metz   (France)

^c UNIVERSAL SCIENTIFIC EDUCATION AND RESEARCH NETWORK USERN   (Iran)

^d RYERSON UNIVERSITY   (Canada)

Author keywords

Blood platelet bank; Possibilistic programming; Supply chain management; Sustainability; Uncertainty

Indexed keywords

BLOOD; HEURISTIC ALGORITHMS; PLATELETS; SIMULATED ANNEALING; SUPPLY CHAIN MANAGEMENT; SUSTAINABLE DEVELOPMENT;

BLOOD PLATELETS; DISTRIBUTION CENTERS; META HEURISTIC ALGORITHM; OPTIMIZATION MODELING; POSSIBILISTIC PROGRAMMING; SUSTAINABLE SUPPLY CHAINS; UNCERTAIN CONDITION; UNCERTAINTY;

OPTIMIZATION;

EID: 85044152116     PISSN: 09521976     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.engappai.2018.03.004     Document Type: Article

References (54)

1. Abdulwahab, U., Wahab, M., Approximate dynamic programming modeling for a typical blood platelet bank. Comput. Ind. Eng. 78 (2014), 259–270.
2. Amin, S.H., Zhang, G., Akhtar, P., Effects of uncertainty on a tire closed-loop supply chain network. Expert Syst. Appl. 73 (2017), 82–91.
3. Arvan, M., Tavakkoli-Moghaddam, R., Abdollahi, M., Designing a bi-objective and multi-product supply chain network for the supply of blood. Uncertain. Supply Chain Manag. 3 (2015), 57–68.
4. Bashiri, M., Badri, H., Talebi, J., A new approach to tactical and strategic planning in production–distribution networks. Appl. Math. Model. 36 (2012), 1703–1717.
5. Baud-Lavigne, B., Agard, B., Penz, B., Environmental constraints in joint product and supply chain design optimization. Comput. Ind. Eng. 76 (2014), 16–22.
6. Beliën, J., Forcé H., Supply chain management of blood products: A literature review. European J. Oper. Res. 217 (2012), 1–16.
7. Carter, C.R., Jennings, M.M., Social responsibility and supply chain relationships. Transp. Res. Part E: Logist. Transp. Rev. 38 (2002), 37–52.
8. Cetin, E., Sarul, L.S., A blood bank location model: A multiobjective approach. Eur. J. Pure Appl. Math. 2 (2009), 112–124.
9. Daskin, M.S., Coullard, C.R., Shen, Z.-J.M., An inventory-location model: Formulation, solution algorithm, and computational results. Ann. Oper. Res. 110 (2002), 83–106.
10. Daskin, M.S., Dean, L.K., Location of Health Care Facilities Operations Research and Health Care, 2005, Springer.
11. De, A., Kumar, S.K., Gunasekaran, A., Tiwari, M.K., Sustainable maritime inventory routing problem with time window constraints. Eng. Appl. Artif. Intell. 61 (2017), 77–95.
12. De, A., Mamanduru, V.K.R., Gunasekaran, A., Subramanian, N., Tiwari, M.K., Composite particle algorithm for sustainable integrated dynamic ship routing and scheduling optimization. Comput. Ind. Eng. 96 (2016), 201–215.
13. Devika, K., Jafarian, A., Nourbakhsh, V., Designing a sustainable closed-loop supply chain network based on triple bottom line approach: A comparison of metaheuristics hybridization techniques. European J. Oper. Res. 235 (2014), 594–615.
14. Duan, Q., Liao, T.W., Optimization of blood supply chain with shortened shelf lives and ABO compatibility. Int. J. Prod. Econ. 153 (2014), 113–129.
15. Dubois, D., Prade, H., The treatment of uncertainty in knowledge-based systems using fuzzy sets and possibility theory. International Journal of Intelligent Systems 3:2 (1988), 141–165.
16. Ene, S., Öztürk, N., Open loop reverse supply chain network design. Procedia-Soc. Behav. Sci. 109 (2014), 1110–1115.
17. Ensafian, H., Yaghoubi, S., Yazdi, M.M., Raising quality and safety of platelet transfusion services in a patient-based integrated supply chain under uncertainty. Comput. Chem. Eng. 106 (2017), 355–372.
18. Federgruen, A., Zipkin, P., A combined vehicle routing and inventory allocation problem. Oper. Res. 32 (1984), 1019–1037.
19. Fu, J., Fu, Y., An adaptive multi-agent system for cost collaborative management in supply chains. Eng. Appl. Artif. Intell. 44 (2015), 91–100.
20. Fukui, H., Miyoshi, C., The impact of aviation fuel tax on fuel consumption and carbon emissions: The case of the US airline industry. Transp. Res. D 50 (2017), 234–253.
21. Ghandforoush, P., Sen, T.K., A DSS to manage platelet production supply chain for regional blood centers. Decis. Support Syst. 50 (2010), 32–42.
22. Glenn Richey Jr., R., Natarajarathinam, M., Capar, I., Narayanan, A., Managing supply chains in times of crisis: a review of literature and insights. Int. J. Phys. Distrib. Logist. Manag. 39 (2009), 535–573.
23. Govindan, K., Jafarian, A., Khodaverdi, R., Devika, K., Two-echelon multiple-vehicle location–routing problem with time windows for optimization of sustainable supply chain network of perishable food. Int. J. Prod. Econ. 152 (2014), 9–28.
24. Gregor, P.J., Forthofer, R.N., Kapadia, A.S., An evaluation of inventory and transportation policies of a regional blood distribution system. European J. Oper. Res. 10 (1982), 106–113.
25. Gunpinar, S., Centeno, G., Stochastic integer programming models for reducing wastages and shortages of blood products at hospitals. Comput. Oper. Res. 54 (2015), 129–141.
26. Gunpinar, S., Centeno, G., An integer programming approach to the bloodmobile routing problem. Transp. Res. Part E: Logist. Transp. Rev. 86 (2016), 94–115.
27. Haijema, R., Van Der Wal, J., Van Dijk, N.M., Blood platelet production: Optimization by dynamic programming and simulation. Comput. Oper. Res. 34 (2007), 760–779.
28. Hassini, E., Surti, C., Searcy, C., A literature review and a case study of sustainable supply chains with a focus on metrics. Int. J. Prod. Econ. 140 (2012), 69–82.
29. Jabbarzadeh, A., Fahimnia, B., Seuring, S., Dynamic supply chain network design for the supply of blood in disasters: A robust model with real world application. Transp. Res. Part E: Logist. Transp. Rev. 70 (2014), 225–244.
30. Javid, A.A., Azad, N., Incorporating location, routing and inventory decisions in supply chain network design. Transp. Res. Part E: Logist. Transp. Rev. 46 (2010), 582–597.
31. Kazemi, S.M., Rabbani, M., Tavakkoli-Moghaddam, R., Abolhassani-Shahreza, F., Blood inventory-routing problem under uncertainty. J. Intell. Fuzzy Syst. 32:1 (2017), 467–481.
32. Kirkpatrick, S., Vecchi, M.P., Optimization by simmulated annealing. Science 220 (1983), 671–680.
33. Masoumik, S.M., Abdul-Rashid, S.H., Olugu, E.U., Raja Ghazilla, R.A., Sustainable supply chain design: A configurational approach. Sci. World J., 2014, 2014.
34. Nagurney, A., Masoumi, A.H., Supply Chain Network Design of a Sustainable Blood Banking System Sustainable Supply Chains, 2012, Springer.
35. Nagurney, A., Masoumi, A.H., Yu, M., Supply chain network operations management of a blood banking system with cost and risk minimization. Comput. Manag. Sci. 9 (2012), 205–231.
36. Pegels, C.C., Jelmert, A.E., An evaluation of blood-inventory policies: a Markov chain application. Oper. Res. 18 (1970), 1087–1098.
37. Pierskalla, W., Supply chain management of blood banks. Oper. Res. Health Care, 2005, 103–145.
38. Pishvaee, M.S., Razmi, J., Environmental supply chain network design using multi-objective fuzzy mathematical programming. Appl. Math. Model. 36 (2012), 3433–3446.
39. Pishvaee, M.S., Razmi, J., Torabi, S.A., Robust possibilistic programming for socially responsible supply chain network design: A new approach. Fuzzy Sets and Systems 206 (2012), 1–20.
40. Pishvaee, M., Razmi, J., Torabi, S., An accelerated Benders decomposition algorithm for sustainable supply chain network design under uncertainty: A case study of medical needle and syringe supply chain. Transp. Res. Part E: Logist. Transp. Rev. 67 (2014), 14–38.
41. Prastacos, G.P., Blood inventory management: an overview of theory and practice. Manage. Sci. 30 (1984), 777–800.
42. Şahin, G., Süral, H., Meral, S., Locational analysis for regionalization of Turkish Red Crescent blood services. Comput. Oper. Res. 34 (2007), 692–704.
43. Shen, Z.-J.M., Coullard, C., Daskin, M.S., A joint location-inventory model. Transp. Sci. 37 (2003), 40–55.
44. Validi, S., Bhattacharya, A., Byrne, P.J., A solution method for a two-layer sustainable supply chain distribution model. Comput. Oper. Res. 54 (2015), 204–217.
45. Wang, F., Lai, X., Shi, N., A multi-objective optimization for green supply chain network design. Decis. Support Syst. 51 (2011), 262–269.
46. Wang, C., Wang, W., Huang, R., Supply chain enterprise operations and government carbon tax decisions considering carbon emissions. J. Cleaner Prod. 152 (2017), 271–280.
47. Wei, X., Al-Refaie, A., Robles, M., Noche, B., A sustainable humanitarian relief network study for the Wenchuan earthquake. Klumpp, M., de Leeuw, S., Regattieri, A., de Souza, R., (eds.) Humanitarian Logistics and Sustainability, 2015, Springer, Berlin, 193–213.
48. Wei, J., Zhao, J., Pricing decisions with retail competition in a fuzzy closed-loop supply chain. Expert Syst. Appl. 38 (2011), 11209–11216.
49. Williams, A., Kennedy, S., Philipp, F., Whiteman, G., Systems thinking: A review of sustainability management research. J. Cleaner Prod. 148 (2017), 866–881.
50. Xu, J., Zhou, X., Approximation based fuzzy multi-objective models with expected objectives and chance constraints: Application to earth-rock work allocation. Inform. Sci. 238 (2013), 75–95.
51. Zhalechian, M., Tavakkoli-Moghaddam, R., Rahimi, Y., A self-adaptive evolutionary algorithm for a fuzzy multi-objective hub location problem: An integration of responsiveness and social responsibility. Eng. Appl. Artif. Intell. 62 (2017), 1–16.
52. Zhalechian, M., Tavakkoli-Moghaddam, R., Rahimi, Y., Jolai, F., An interactive possibilistic programming approach for a multi-objective hub location problem: Economic and environmental design. Appl. Soft Comput. 52 (2017), 699–713.
53. Zhalechian, M., Tavakkoli-Moghaddam, R., Zahiri, B., Mohammadi, M., Sustainable design of a closed-loop location-routing-inventory supply chain network under mixed uncertainty. Transp. Res. - Part E: Logist. Transp. Rev. 89 (2016), 182–214.
54. Zhou, D., Leung, L.C., Pierskalla, W.P., Inventory management of platelets in hospitals: optimal inventory policy for perishable products with regular and optional expedited replenishments. Manuf. Serv. Oper. Manag. 13 (2011), 420–438.