메뉴 건너뛰기




Volumn 195, Issue , 2018, Pages 118-131

Closed-loop supply chain network design with multiple transportation modes under stochastic demand and uncertain carbon tax

Author keywords

Affinely adjustable robust counterpart; Benders decomposition; Closed loop supply chain; Scenario based optimization; Semi definite programming

Indexed keywords

INVESTMENTS; LINEAR PROGRAMMING; PRODUCT DESIGN; STAGES; STOCHASTIC SYSTEMS; SUPPLY CHAINS; TRANSPORTATION;

EID: 85032020704     PISSN: 09255273     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.ijpe.2017.09.009     Document Type: Article
Times cited : (171)

References (47)
  • 1
    • 34848866290 scopus 로고    scopus 로고
    • The multi-item capacitated lot-sizing problem with setup times and shortage costs
    • Absi, N., Kedad-Sidhoum, S., The multi-item capacitated lot-sizing problem with setup times and shortage costs. Eur. J. Oper. Res. 185 (2008), 1351–1374, 10.1016/j.ejor.2006.01.053.
    • (2008) Eur. J. Oper. Res. , vol.185 , pp. 1351-1374
    • Absi, N.1    Kedad-Sidhoum, S.2
  • 2
    • 85032026464 scopus 로고    scopus 로고
    • Evaluating the Effect of Environmental Regulations on a Closed-loop Supply Chain Network: a Variational Inequality Approach
    • Optimization online Available at:
    • Allevi, E., Gnudi, A., Konnov, I., Oggioni, G., Evaluating the Effect of Environmental Regulations on a Closed-loop Supply Chain Network: a Variational Inequality Approach. Optimization online, 2016 Available at: http://www.optimization-online.org/DB_FILE/2016/06/5475.pdf.
    • (2016)
    • Allevi, E.1    Gnudi, A.2    Konnov, I.3    Oggioni, G.4
  • 3
    • 85032032292 scopus 로고    scopus 로고
    • Carrier Procurement Insights, Trucking Company Volume, Cost and Pricing Tradeoffs
    • Armstrong and Associates, Inc.
    • Armstrong Associates, Inc, Carrier Procurement Insights, Trucking Company Volume, Cost and Pricing Tradeoffs. 2009, Armstrong and Associates, Inc.
    • (2009)
    • Armstrong Associates, Inc,1
  • 4
    • 58049112974 scopus 로고    scopus 로고
    • Duality in robust optimization: primal worst equals dual best
    • Beck, A., Ben-Tal, A., Duality in robust optimization: primal worst equals dual best. Oper. Res. Lett. 37 (2009), 1–6, 10.1016/j.orl.2008.09.010.
    • (2009) Oper. Res. Lett. , vol.37 , pp. 1-6
    • Beck, A.1    Ben-Tal, A.2
  • 7
    • 0032664938 scopus 로고    scopus 로고
    • Robust solutions of uncertain linear programs
    • Ben-Tal, A., Nemirovski, A., Robust solutions of uncertain linear programs. Oper. Res. Lett., 25, 1999.
    • (1999) Oper. Res. Lett. , vol.25
    • Ben-Tal, A.1    Nemirovski, A.2
  • 8
    • 0442266090 scopus 로고    scopus 로고
    • Robust solutions of linear programming problems contaminated with uncertain data
    • Ben-Tal, A., Nemirovski, A., Robust solutions of linear programming problems contaminated with uncertain data. Math. Program. 88 (2000), 411–424.
    • (2000) Math. Program. , vol.88 , pp. 411-424
    • Ben-Tal, A.1    Nemirovski, A.2
  • 9
    • 84871795225 scopus 로고    scopus 로고
    • Carbon footprint and the management of supply chains: insights from simple models
    • Benjaafar, S., Li, Y., Daskin, M., Carbon footprint and the management of supply chains: insights from simple models. IEEE Trans. Automation Sci. Eng. 10 (2013), 99–116, 10.1109/TASE.2012.2203304.
    • (2013) IEEE Trans. Automation Sci. Eng. , vol.10 , pp. 99-116
    • Benjaafar, S.1    Li, Y.2    Daskin, M.3
  • 10
    • 70749127544 scopus 로고    scopus 로고
    • The EU 20/20/2020 targets: an overview of the EMF22 assessment
    • Behringer, C., Rutherford, T.F., Tol, R.S.J., The EU 20/20/2020 targets: an overview of the EMF22 assessment. Energy Econ. 31 (2009), S268–S273, 10.1016/j.eneco.2009.10.010.
    • (2009) Energy Econ. , vol.31 , pp. S268-S273
    • Behringer, C.1    Rutherford, T.F.2    Tol, R.S.J.3
  • 11
    • 0003939480 scopus 로고    scopus 로고
    • Introduction to Stochastic Programming. Springer Series in Operations Research and Financial Engineering
    • second ed. Springer London
    • Birge, J.R., Louveaux, F., Introduction to Stochastic Programming. Springer Series in Operations Research and Financial Engineering. second ed., 2011, Springer, London.
    • (2011)
    • Birge, J.R.1    Louveaux, F.2
  • 12
    • 84857919553 scopus 로고    scopus 로고
    • Sustainable inland transportation
    • doi:urn:nbn:nl:ui:32–410574
    • Bloemhof-Ruwaard, J., Van der Laan, E., Beijer, C., Sustainable inland transportation. Int. J. Bus. Insights Transform. 3 (2011), 26–33 http://library.wur.nl/WebQuery/wurpubs/410574 doi:urn:nbn:nl:ui:32–410574.
    • (2011) Int. J. Bus. Insights Transform. , vol.3 , pp. 26-33
    • Bloemhof-Ruwaard, J.1    Van der Laan, E.2    Beijer, C.3
  • 13
    • 85031995523 scopus 로고    scopus 로고
    • Pathways to a US Hydrogen Economy: Vehicle Fleet Diffusion Scenarios
    • Technical report Center for Energy and Environmental Policy Newark, DE
    • Byrne, J., Waegel, A., Haney, B., Tobin, D., Alleng, G., Karki, J., Suarez, J., Pathways to a US Hydrogen Economy: Vehicle Fleet Diffusion Scenarios. Technical report, 2006, Center for Energy and Environmental Policy, Newark, DE.
    • (2006)
    • Byrne, J.1    Waegel, A.2    Haney, B.3    Tobin, D.4    Alleng, G.5    Karki, J.6    Suarez, J.7
  • 14
    • 80055058847 scopus 로고    scopus 로고
    • Design of sustainable supply chains under the emission trading scheme
    • Chaabane, A., Ramudhin, A., Paquet, M., Design of sustainable supply chains under the emission trading scheme. Int. J. Prod. Econ. 135 (2012), 37–49, 10.1016/j.ijpe.2010.10.025.
    • (2012) Int. J. Prod. Econ. , vol.135 , pp. 37-49
    • Chaabane, A.1    Ramudhin, A.2    Paquet, M.3
  • 15
    • 84856430673 scopus 로고    scopus 로고
    • Transportation: a Supply Chain Perspective
    • seventh ed. Cengage Learning New York
    • Coyle, J.J., Novak, R.A., Gibson, B., Bardi, E.J., Transportation: a Supply Chain Perspective. seventh ed., 2011, Cengage Learning, New York.
    • (2011)
    • Coyle, J.J.1    Novak, R.A.2    Gibson, B.3    Bardi, E.J.4
  • 16
  • 17
    • 0031536271 scopus 로고    scopus 로고
    • Robust solutions to least-squares problems with uncertain data
    • El Ghaoui, L., Lebret, H., Robust solutions to least-squares problems with uncertain data. SIAM J. Matrix Anal. Appl., 18, 1997.
    • (1997) SIAM J. Matrix Anal. Appl. , vol.18
    • El Ghaoui, L.1    Lebret, H.2
  • 18
    • 84884675555 scopus 로고    scopus 로고
    • The impact of carbon pricing on a closed-loop supply chain: an Australian case study
    • Fahimnia, B., Sarkis, J., Dehghanian, F., Banihashemi, N., Shams, R., The impact of carbon pricing on a closed-loop supply chain: an Australian case study. J. Clean. Prod. 59 (2013), 210–225, 10.1016/j.jclepro.2013.06.056.
    • (2013) J. Clean. Prod. , vol.59 , pp. 210-225
    • Fahimnia, B.1    Sarkis, J.2    Dehghanian, F.3    Banihashemi, N.4    Shams, R.5
  • 19
    • 84939639771 scopus 로고    scopus 로고
    • The impact of carbon policies on closed-loop supply chain network design
    • Fareeduddin, M., Hassan, A., Syed, M.N., Selim, S.Z., The impact of carbon policies on closed-loop supply chain network design. Proced. CIRP 26 (2015), 335–340, 10.1016/j.procir.2014.07.042.
    • (2015) Proced. CIRP , vol.26 , pp. 335-340
    • Fareeduddin, M.1    Hassan, A.2    Syed, M.N.3    Selim, S.Z.4
  • 20
    • 84862294662 scopus 로고    scopus 로고
    • Carbon related taxation policies for road transport: efficacy of ownership and usage taxes, and the role of public transport and motorist cost perception on policy outcomes
    • Fu, M., Kelly, J.A., Carbon related taxation policies for road transport: efficacy of ownership and usage taxes, and the role of public transport and motorist cost perception on policy outcomes. Transp. Policy 22 (2012), 57–69, 10.1016/j.tranpol.2012.05.004.
    • (2012) Transp. Policy , vol.22 , pp. 57-69
    • Fu, M.1    Kelly, J.A.2
  • 21
    • 85032032656 scopus 로고    scopus 로고
    • Robust design of a closed-loop supply chain network for uncertain carbon regulations and random product flows
    • Gao, N., Ryan, S.M., Robust design of a closed-loop supply chain network for uncertain carbon regulations and random product flows. Euro J. Transp. Logist. 3 (2014), 1–30, 10.1007/s13676-014-0043-7.
    • (2014) Euro J. Transp. Logist. , vol.3 , pp. 1-30
    • Gao, N.1    Ryan, S.M.2
  • 22
    • 0012248927 scopus 로고    scopus 로고
    • The reverse supply chain. Smart manufacturers are designing efficient processes for reusing their products
    • Guide, D.R., Van Wassenhowe, L.N., The reverse supply chain. Smart manufacturers are designing efficient processes for reusing their products. Harv. Bus. Rev. 80 (2002), 25–26.
    • (2002) Harv. Bus. Rev. , vol.80 , pp. 25-26
    • Guide, D.R.1    Van Wassenhowe, L.N.2
  • 23
    • 85032003478 scopus 로고    scopus 로고
    • Conditions under Which Adjustability Lowers the Cost of a Robust Linear Program
    • Available at:
    • Haddad-Sisakht, A., Ryan, S.M., Conditions under Which Adjustability Lowers the Cost of a Robust Linear Program. 2016 Available at: http://lib.dr.iastate.edu/imse_reports/3/.
    • (2016)
    • Haddad-Sisakht, A.1    Ryan, S.M.2
  • 24
    • 84855945932 scopus 로고    scopus 로고
    • Transitions to low carbon transport futures: strategic conversations from London and Delhi
    • Hickman, R., Ashiru, O., Banister, D., Transitions to low carbon transport futures: strategic conversations from London and Delhi. J. Transp. Geogr. 19 (2011), 1553–1562, 10.1016/j.jtrangeo.2011.03.013.
    • (2011) J. Transp. Geogr. , vol.19 , pp. 1553-1562
    • Hickman, R.1    Ashiru, O.2    Banister, D.3
  • 25
    • 84893715647 scopus 로고    scopus 로고
    • Effect of carbon emission regulations on transport mode selection in supply chains
    • Hoen, K., Tan, T., Fransoo, J., van Houtum, G., Effect of carbon emission regulations on transport mode selection in supply chains. Flex. Serv. Manuf. J. 26 (2010), 170–195, 10.1007/s10696-012-9151-6.
    • (2010) Flex. Serv. Manuf. J. , vol.26 , pp. 170-195
    • Hoen, K.1    Tan, T.2    Fransoo, J.3    van Houtum, G.4
  • 26
    • 84948675984 scopus 로고    scopus 로고
    • Hybrid robust and stochastic optimization for closed-loop supply chain network design using accelerated benders decomposition
    • Keyvanshokooh, E., Ryan, S.M., Kabir, E., Hybrid robust and stochastic optimization for closed-loop supply chain network design using accelerated benders decomposition. Eur. J. Oper. Res. 249 (2016), 76–92.
    • (2016) Eur. J. Oper. Res. , vol.249 , pp. 76-92
    • Keyvanshokooh, E.1    Ryan, S.M.2    Kabir, E.3
  • 27
    • 84875622630 scopus 로고    scopus 로고
    • Operating Costs for Trucks
    • Levinson, D., Corbett, M., Hashami, M., Operating Costs for Trucks. 2004 http://nexus.umn.edu/papers/truckoperatingcosts.pdf.
    • (2004)
    • Levinson, D.1    Corbett, M.2    Hashami, M.3
  • 28
    • 84856353666 scopus 로고    scopus 로고
    • The impact of greening on supply chain design and cost: a case for a developing region
    • Mallidis, I., Dekker, R., Vlachos, D., The impact of greening on supply chain design and cost: a case for a developing region. J. Transp. Geogr. 22 (2012), 118–128, 10.1016/j.jtrangeo.2011.12.007.
    • (2012) J. Transp. Geogr. , vol.22 , pp. 118-128
    • Mallidis, I.1    Dekker, R.2    Vlachos, D.3
  • 29
    • 73649102053 scopus 로고    scopus 로고
    • Market-based policy options to control U.S. greenhouse gas emissions
    • Metcalf, G.E., Market-based policy options to control U.S. greenhouse gas emissions. J. Econ. Perspect. 23 (2009), 5–27.
    • (2009) J. Econ. Perspect. , vol.23 , pp. 5-27
    • Metcalf, G.E.1
  • 30
    • 79952043621 scopus 로고    scopus 로고
    • Operational and environmental performance measures in a multi-product closed-loop supply chain
    • Paksoy, T., Bektas, T., Ozceylan, E., Operational and environmental performance measures in a multi-product closed-loop supply chain. Transp. Res. Part E Logist. Transp. Rev. 47 (2011), 532–546, 10.1016/j.tre.2010.12.001.
    • (2011) Transp. Res. Part E Logist. Transp. Rev. , vol.47 , pp. 532-546
    • Paksoy, T.1    Bektas, T.2    Ozceylan, E.3
  • 31
    • 84876117929 scopus 로고    scopus 로고
    • The reduction of greenhouse gas emissions from freight transport by pooling supply chains
    • Pan, S., Ballot, E., Fontane, F., The reduction of greenhouse gas emissions from freight transport by pooling supply chains. Int. J. Prod. Econ., 143, 2010, 10.1016/j.ijpe.2010.10.023.
    • (2010) Int. J. Prod. Econ. , vol.143
    • Pan, S.1    Ballot, E.2    Fontane, F.3
  • 32
    • 0010680207 scopus 로고
    • Convex programming with set-inclusive constraints and applications to inexact linear programming
    • Soyster, A.L., Convex programming with set-inclusive constraints and applications to inexact linear programming. Oper. Res., 21, 1972.
    • (1972) Oper. Res. , vol.21
    • Soyster, A.L.1
  • 33
    • 80053275819 scopus 로고    scopus 로고
    • Carbon Taxes: a Review of Experience and Policy Design Considerations
    • Technical Report National Renewable Energy Laboratory Available at:
    • Sumner, J., Bird, L., Smith, H., Carbon Taxes: a Review of Experience and Policy Design Considerations. Technical Report, 2009, National Renewable Energy Laboratory Available at: http://www.nrel.gov/docs/fy10osti/47312.pdf.
    • (2009)
    • Sumner, J.1    Bird, L.2    Smith, H.3
  • 34
    • 84949623341 scopus 로고    scopus 로고
    • Multi-period closed-loop supply chain network equilibrium with carbon emission constraints
    • Tao, Z.G., Guang, Z.Y., Hao, S., Song, H.J., Xin, D.G., Multi-period closed-loop supply chain network equilibrium with carbon emission constraints. Resour. Conserv. Recycl. 104 (2015), 354–365, 10.1016/j.resconrec.2015.07.016.
    • (2015) Resour. Conserv. Recycl. , vol.104 , pp. 354-365
    • Tao, Z.G.1    Guang, Z.Y.2    Hao, S.3    Song, H.J.4    Xin, D.G.5
  • 37
    • 85032002822 scopus 로고    scopus 로고
    • The U.S. Department of Transportation's Comprehensive Truck Size and Weight Study
    • U.S. Department of Transportation
    • U.S. Department of Transportation, The U.S. Department of Transportation's Comprehensive Truck Size and Weight Study. 2000, U.S. Department of Transportation, 2.
    • (2000) , pp. 2
  • 38
    • 84976454915 scopus 로고    scopus 로고
    • Inventory of U.S. greenhouse gas emissions and sinks: 1990-2014
    • U.S. Environmental Protection Agency, Inventory of U.S. greenhouse gas emissions and sinks: 1990-2014. https://www.epa.gov/sites/production/files/2016-04/documents/us-ghg-inventory-2016-main-text.pdf, 2016.
    • (2016)
  • 39
    • 85032025640 scopus 로고    scopus 로고
    • Sources of greenhouse gas emissions, U.S. Environmental Protection Agency
    • viewed (Sept 2016)
    • U.S. Environmental Protection Agency, Sources of greenhouse gas emissions, U.S. Environmental Protection Agency. http://www.epa.gov/climatechange/ghgemissions/sources/transportation.html, 2016 viewed (Sept 2016).
    • (2016)
  • 40
    • 84979615101 scopus 로고    scopus 로고
    • The social cost of carbon. Estimating the benefits of reducing greenhouse gas emissions
    • viewed (Jan 2017)
    • U.S. Environmental Protection Agency, The social cost of carbon. Estimating the benefits of reducing greenhouse gas emissions. https://www.epa.gov/climatechange/social-cost-carbon, 2017 viewed (Jan 2017).
    • (2017)
  • 41
    • 84952021230 scopus 로고    scopus 로고
    • A bi-objective interval-stochastic robust optimization model for designing closed loop supply chain network with multi-priority queuing system
    • Vahdani, B., Mohammadi, M., A bi-objective interval-stochastic robust optimization model for designing closed loop supply chain network with multi-priority queuing system. Int. J. Prod. Econ. 170 (2015), 67–78.
    • (2015) Int. J. Prod. Econ. , vol.170 , pp. 67-78
    • Vahdani, B.1    Mohammadi, M.2
  • 42
    • 84862982845 scopus 로고    scopus 로고
    • Reliable design of a forward/reverse logistics network under uncertainty: a robust-M/M/c queuing model
    • Vahdani, B., Tavakkoli-Moghaddam, R., Modarres, M., Baboli, A., Reliable design of a forward/reverse logistics network under uncertainty: a robust-M/M/c queuing model. Transp. Res. Part E Logist. Transp. Rev. 48 (2012), 1152–1168, 10.1016/j.tre.2012.06.002.
    • (2012) Transp. Res. Part E Logist. Transp. Rev. , vol.48 , pp. 1152-1168
    • Vahdani, B.1    Tavakkoli-Moghaddam, R.2    Modarres, M.3    Baboli, A.4
  • 43
    • 84901625015 scopus 로고    scopus 로고
    • China to introduce carbon tax: official
    • Xinhuanet, China to introduce carbon tax: official. http://news.xinhuanet.com/english/china/2013-02/19/c_132178898.htm, 2013.
    • (2013)
    • Xinhuanet1
  • 44
    • 85006339882 scopus 로고    scopus 로고
    • Emission policies and their analysis for the design of hybrid and dedicated closed-loop supply chains
    • Xu, Z., Pokharel, S., Elomri, A., Mutlu, F., Emission policies and their analysis for the design of hybrid and dedicated closed-loop supply chains. J. Clean. Prod. 142 (2017), 4152–4168, 10.1016/j.jclepro.2016.09.192.
    • (2017) J. Clean. Prod. , vol.142 , pp. 4152-4168
    • Xu, Z.1    Pokharel, S.2    Elomri, A.3    Mutlu, F.4
  • 45
    • 84897071744 scopus 로고    scopus 로고
    • A study of outsourcing and self-run business decision- making in the distribution transportation of international logistics
    • Yuzhong, M., Guangming, Y., A study of outsourcing and self-run business decision- making in the distribution transportation of international logistics. Energy Proced. 16 (2012), 965–970, 10.1016/j.egypro.2012.01.154.
    • (2012) Energy Proced. , vol.16 , pp. 965-970
    • Yuzhong, M.1    Guangming, Y.2
  • 46
    • 84927959803 scopus 로고    scopus 로고
    • Carbon pricing versus emissions trading: a supply chain planning perspective
    • Zakeri, A., Dehghanian, F., Fahimni, B., Sarkis, J., Carbon pricing versus emissions trading: a supply chain planning perspective. Int. J. Prod. Econ. 164 (2015), 197–205.
    • (2015) Int. J. Prod. Econ. , vol.164 , pp. 197-205
    • Zakeri, A.1    Dehghanian, F.2    Fahimni, B.3    Sarkis, J.4
  • 47
    • 84869488985 scopus 로고    scopus 로고
    • Addressing the uncertain quality and quantity of returns in closed-loop supply chains
    • Zeballos, L.J., Gomes, M.I., Barbosa-Povoa, A.P., Novais, A.Q., Addressing the uncertain quality and quantity of returns in closed-loop supply chains. Comput. Chem. Eng. 47 (2012), 237–247, 10.1016/j.compchemeng.2012.06.034.
    • (2012) Comput. Chem. Eng. , vol.47 , pp. 237-247
    • Zeballos, L.J.1    Gomes, M.I.2    Barbosa-Povoa, A.P.3    Novais, A.Q.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.