Skip to main content

Recent Trends in Sustainable Supply-Chain Optimization

  • Living reference work entry
  • First Online:
Handbook of Smart Energy Systems

Abstract

Supply-chain sustainability refers to the optimal balance between economic, environmental, and societal criteria during decision-making processes. This chapter presents a comprehensive review of recent research contributions on sustainable supply-chain optimization. The selected articles have been classified according to several criteria. More specifically, an initial classification has been performed based on the sustainability concerns taken under consideration in each study. Next, a classification has been provided based on decision levels, and finally, the reviewed works have been categorized according to the available solution methods. The chapter is closing with some main insights and suggestions for future research.

This is a preview of subscription content, log in via an institution to check access.

Access this chapter

Institutional subscriptions

References

  • P. Afkhami, N. Zarrinpoor, Optimization design of a supply chain for jatropha-based biofuel from a sustainable development perspective considering international resources and demand: A case study. Ind. Eng. Chem. Res. 60(17), 6188–6207 (2021)

    Article  Google Scholar 

  • A.A.H. Ahmadini, U.M. Modibbo, A.A. Shaikh, I. Ali, Multi-objective optimization modelling of sustainable green supply chain in inventory and production management. Alex. Eng. J. 60(6), 5129–5146 (2021)

    Article  Google Scholar 

  • S.S. Ali, T. Paksoy, B. TorÄŸul, R. Kaur, Reverse logistics optimization of an industrial air conditioner manufacturing company for designing sustainable supply chain: A fuzzy hybrid multi-criteria decision-making approach. Wirel. Netw 26(8), 5759–5782 (2020)

    Article  Google Scholar 

  • M. Alinezhad, I. Mahdavi, M. Hematian, E.B. Tirkolaee, A fuzzy multi-objective optimization model for sustainable closed-loop supply chain network design in food industries. Environ. Dev. Sustain. 24, 8779–8806 (2021)

    Article  Google Scholar 

  • L. Ascenso, F. d’Amore, A. Carvalho, F. Bezzo, Assessing multiple biomassfeedstock in the optimization of power and fuel supply chains for sustainable mobility. Chem. Eng. Res. Des. 131, 127–143 (2018)

    Article  Google Scholar 

  • M. Azani, M. Shaerpour, M.A. Yazdani, A. Aghsami, F. Jolai, A novel scenario-based bi-objective optimization model for sustainable food supply chain during the covid-19: A case study. Process Integr. Optim. Sustain. 6(1), 139–159 (2022)

    Article  Google Scholar 

  • E. Azizi, H. Javanshir, D. Jafari, S. Ebrahimnejad, Designing a sustainable agile retail supply chain using multi-objective optimization methods (case study: Saipa company). Scientia Iranica 28 (5 E), 2933–2947 (2021)

    Google Scholar 

  • K. Baghizadeh, D. Zimon, L. Jum’a, Modeling and optimization sustainable forest supply chain considering discount in transportation system and supplier selection under uncertainty. Forests 12(8), 964 (2021)

    Article  Google Scholar 

  • A.P. Barbosa-Povoa, B. Mota, A. Carvalho, How to design and plan sustainable supply chains through optimization models. Pesquisa Operacional 38, 363–388 (2018)

    Article  Google Scholar 

  • A. Budak, Sustainable reverse logistics optimization with triple bottom line approach: An integration of disassembly line balancing. J. Clean. Prod. 270, 122475 (2020)

    Article  Google Scholar 

  • P. Dutta, A. Mishra, S. Khandelwal, I. Katthawala, A multiobjective optimization model for sustainable reverse logistics in Indian e-commerce market. J. Clean. Prod. 249, 119348 (2020)

    Article  Google Scholar 

  • R. Ehtesham Rasi, M. Sohanian, A multi-objective optimization model for sustainable supply chain network with using genetic algorithm. J. Model. Manag. 16(2), 714–727 (2020)

    Article  Google Scholar 

  • O. Elfarouk, K.Y. Wong, W.P. Wong, Multi-objective optimization for multi-echelon, multi-product, stochastic sustainable closed-loop supply chain. J. Ind. Prod. Eng. 39(2), 109–127 (2022)

    Google Scholar 

  • A.T. Espinoza Pérez, P.C. Narváez Rincón, M. Camargo, M.D. Alfaro Marchant, Multiobjective optimization for the design of phase iii biorefinery sustainable supply chain. J. Clean. Prod. 223, 189–213 (2019)

    Article  Google Scholar 

  • M. Fallah, H. Nozari, Neutrosophic mathematical programming for optimization of multi-objective sustainable biomass supply chain network design. Comput. Model. Eng. Sci. 129(2), 927–951 (2021)

    Google Scholar 

  • S. Faramarzi-Oghani, P.D. Neghabadi, E.G. Talbi, R. Tavakkoli-Moghaddam, Meta-heuristics for sustainable supply chain management: A review. Int. J. Prod. Res. (2022)

    Google Scholar 

  • M. Feitó-Cespón, Y. Costa, M.S. Pishvaee, R. Cespón-Castro, A fuzzy inference based scenario building in two-stage optimization framework for sustainable recycling supply chain redesign. Expert Syst. Appl. 165, 113906 (2021)

    Article  Google Scholar 

  • J. Gao, F. You, Sustainable design and operations of shale gas supply chains using integrated hybrid life cycle optimization models. Chem. Eng. Trans. 70 (2018)

    Google Scholar 

  • X. Gao, C. Cao, A novel multi-objective scenario-based optimization model for sustainable reverse logistics supply chain network redesign considering facility reconstruction. J. Clean. Prod. 270 (2020)

    Google Scholar 

  • N. Geng, Y. Sun, Multiobjective optimization of sustainable wco for biodiesel supply chain network design. Discret. Dyn. Nat. Soc. 2021 (2021)

    Google Scholar 

  • H. Gholizadeh, M. Goh, H. Fazlollahtabar, Z. Mamashli, Modelling uncertainty in sustainable-green integrated reverse logistics network using meta-heuristics optimization. Comput. Ind. Eng. 163 (2022)

    Google Scholar 

  • H. Gholizadeh, H. Jahani, A. Abareshi, M. Goh, Sustainable closed-loop supply chain for dairy industry with robust and heuristic optimization. Comput. Ind. Eng. 157 (2021)

    Google Scholar 

  • Y. Gital Durmaz, B. Bilgen, Multi-objective optimization of sustainable biomass supply chain network design. Appl. Energy 272 (2020)

    Google Scholar 

  • H. Golpîra, A. Javanmardan, Robust optimization of sustainable closed-loop supply chain considering carbon emission schemes. Sustain. Product. Consum. 30, 640–656 (2022)

    Article  Google Scholar 

  • Y. Guo, J. Yu, H. Allaoui, A. Choudhary, Lateral collaboration with cost-sharing in sustainable supply chain optimisation: A combinatorial framework. Transport. Res. Part E 157 (2022)

    Google Scholar 

  • P. Gupta, M.K. Mehlawat, U. Aggarwal, A.Z. Khan, An optimization model for a sustainable and socially beneficial four-stage supply chain. Inf. Sci. 594 (2022a)

    Google Scholar 

  • P. Gupta, M.K. Mehlawat, U. Aggarwal, A.Z. Khan, An optimization model for a sustainable and socially beneficial four-stage supply chain. Inf. Sci. 594, 371–399 (2022b)

    Article  Google Scholar 

  • E. Gutierrez-Franco, A. Polo, N. Clavijo-Buritica, L. Rabelo, Multi-objective optimization to support the design of a sustainable supply chain for the generation of biofuels from forest waste. Sustainability 13(14), 7774 (2021)

    Article  Google Scholar 

  • S.E. Hashemi, A fuzzy multi-objective optimization model for a sustainable reverse logistics network design of municipal waste-collecting considering the reduction of emissions. J. Clean. Prod. 318, 128577 (2021)

    Article  Google Scholar 

  • E. Huang, X. Zhang, L. Rodriguez, M. Khanna, S. de Jong, K.C. Ting, Y. Ying, T. Lin, Multi-objective optimization for sustainable renewable jet fuel production: A case study of corn Stover based supply chain system in Midwestern US. Renew. Sust. Energ. Rev. 115 (2019)

    Google Scholar 

  • C. Jayarathna, D. Agdas, L. Dawes, T. Yigitcanlar, Multi-objective optimization for sustainable supply chain and logistics: A review. Sustainability 13 (2021)

    Google Scholar 

  • M. Jin, L. Song, Y. Wang, Y. Zeng, Longitudinal cooperative robust optimization model for sustainable supply chain management. Chaos, Solitons and Fractals 116, 95–105 (2018)

    Article  Google Scholar 

  • P. Karakostas, A. Sifaleras, C. Georgiadis, A general variable neighborhood search-based solution approach for the location-inventory-routing problem with distribution outsourcing. Comput. Chem. Eng. 126, 263–279 (2019)

    Article  Google Scholar 

  • P. Karakostas, A. Sifaleras, C. Georgiadis, Variable neighborhood search-based solution methods for the pollution location-inventory-routing problem. Optim. Lett. 16(1), 211–235 (2022)

    Article  Google Scholar 

  • P. Karakostas, A. Sifaleras, M. Georgiadis, Adaptive variable neighborhood search solution methods for the fleet size and mix pollution location-inventory-routing problem. Expert Syst. Appl. 153, 113444 (2020)

    Article  Google Scholar 

  • W. Lei, D. Ke, P. Yan, J. Zhang, J. Li, A note on bi-objective optimization for sustainable supply chain network design in omnichannel. J. Manuf. Technol. Manag. (2021)

    Google Scholar 

  • J. Li, L. Wang, X. Tan, Sustainable design and optimization of coal supply chain network under different carbon emission policies. J. Clean. Prod. 250, 119548 (2020)

    Article  Google Scholar 

  • S. Li, Y. Liang, Z. Wang, D. Zhang, An optimization model of a sustainable city logistics network design based on goal programming. Sustainability 13(13), 7418 (2021)

    Article  Google Scholar 

  • C.H. Lim, W.X. Chua, Y.W. Pang, B.S. How, W.P.Q. Ng, S.Y. Teng, W.D. Leong, S.L. Ngan, H.L. Lam, A diverse and sustainable biodiesel supply chain optimisation model based on properties integration. Sustainability 12(20), 1–18 (2020)

    Article  Google Scholar 

  • Y. Lin, C. Guo, Y. Tan, The incentive and coordination strategy of sustainable construction supply chain based on robust optimisation. J. Cont. Decis. 7(2), 126–159 (2020)

    Article  Google Scholar 

  • Y. Liu, Y. Chen, G. Yang, Developing multiobjective equilibrium optimization method for sustainable uncertain supply chain planning problems. IEEE Trans. Fuzzy Syst. 27(5), 1037–1051 (2019)

    Article  Google Scholar 

  • R. Lotfi, B. Kargar, M. Rajabzadeh, F. Hesabi, E. Özceylan, Hybrid fuzzy and data-driven robust optimization for resilience and sustainable health care supply chain with vendor-managed inventory approach. Int. J. Fuzzy Syst. 24, 1216–1231 (2022)

    Article  Google Scholar 

  • R. Lotfi, Y.Z. Mehrjerdi, M.S. Pishvaee, A. Sadeghieh, G. Weber, A robust optimization model for sustainable and resilient closed-loop supply chain network design considering conditional value at risk. Numer. Algebra Cont. Optim. 11(2), 221–253 (2021a)

    Article  Google Scholar 

  • R. Lotfi, Z. Sheikhi, M. Amra, M. AliBakhshi, G. Weber, Robust optimization of risk-aware, resilient and sustainable closed-loop supply chain network design with Lagrange relaxation and fix-and-optimize. Int J Log Res Appl (2021b)

    Google Scholar 

  • V.K. Manupati, S.J. Jedidah, S. Gupta, A. Bhandari, M. Ramkumar, Optimization of a multi-echelon sustainable production-distribution supply chain system with lead time consideration under carbon emission policies. Comput. Ind. Eng. 135, 1312–1323 (2019)

    Article  Google Scholar 

  • S.D. Mirghaderi, M. Modiri, Application of meta-heuristic algorithm for multi-objective optimization of sustainable supply chain uncertainty. Sadhana 46(1) (2021)

    Google Scholar 

  • Z. Mohammadian-Behbahani, A. Jabbarzadeh, M.S. Pishvaee, A robust optimisation model for sustainable blood supply chain network design under uncertainty. Int. J. Ind. Syst. Eng. 31(4), 475–494 (2019)

    Google Scholar 

  • Z. Mohammadnazari, S.F. Ghannadpour, Sustainable construction supply chain management with the spotlight of inventory optimization under uncertainty. Environ. Dev. Sustain. 23(7), 10937–10972 (2021)

    Article  Google Scholar 

  • S. Nayeri, M.M. Paydar, E. Asadi-Gangraj, S. Emami, Multi-objective fuzzy robust optimization approach to sustainable closed-loop supply chain network design. Comput. Ind. Eng. 148, 106716 (2020)

    Article  Google Scholar 

  • M. Nili, S.M. Seyedhosseini, M.S. Jabalameli, E. Dehghani, A multi-objective optimization model to sustainable closed-loop solar photovoltaic supply chain network design: A case study in Iran. Renew. Sust. Energ. Rev. 150, 111428 (2021)

    Article  Google Scholar 

  • M. Pakseresht, B. Shirazi, I. Mahdavi, N. Mahdavi-Amiri, Toward sustainable optimization with stackelberg game between green product family and downstream supply chain. Sustain. Product. Consumpt. 23, 198–211 (2020)

    Article  Google Scholar 

  • E. Pourjavad, R.V. Mayorga, Optimization of a sustainable closed loop supply chain network design under uncertainty using multi-objective evolutionary algorithms. Adv. Product. Eng. Manag. 13(2), 216–228 (2018)

    Article  Google Scholar 

  • F. Qaiser, K. Ahmed, M. Sykora, A. Choudhary, M. Simpson, Decision support systems for sustainable logistics a review and bibliometric analysis. Ind. Manag. Data Syst. 117, 1376–1388 (2017)

    Article  Google Scholar 

  • M. Rabbani, N.A. Saravi, H. Farrokhi-Asl, S.F.W.T. Lim, Z. Tahaei, Developing a sustainable supply chain optimization model for switchgrass-based bioenergy production: A case study. J. Clean. Prod. 200, 827–843 (2018)

    Article  Google Scholar 

  • S. Rajak, K.E.K. Vimal, S. Arumugam, J. Parthiban, S.K. Sivaraman, J. Kandasamy, A.A. Duque: Multi-objective mixed-integer linear optimization model for sustainable closed-loop supply chain network: A case study on re-manufacturing steering column. Environ. Develop. Sustainab. 24, 6481–6507 (2021)

    Google Scholar 

  • N. Razavi, H. Gholizadeh, S. Nayeri, T.A. Ashrafi, A robust optimization model of the field hospitals in the sustainable blood supply chain in crisis logistics. J. Oper. Res. Soc. 72(12), 2804–2828 (2021)

    Article  Google Scholar 

  • H.G. Resat, B. Unsal, A novel multi-objective optimization approach for sustainable supply chain: A case study in packaging industry. Sustain. Product. Consum. 20, 29–39 (2019)

    Article  Google Scholar 

  • C. Rout, A. Paul, R.S. Kumar, D. Chakraborty, A. Goswami, Integrated optimization of inventory, replenishment and vehicle routing for a sustainable supply chain under carbon emission regulations. J. Clean. Prod. 316, 128256 (2021)

    Article  Google Scholar 

  • F. Sabouhi, M.S. Jabalameli, A. Jabbarzadeh, An optimization approach for sustainable and resilient supply chain design with regional considerations. Comput. Ind. Eng. 159, 107510 (2021)

    Article  Google Scholar 

  • A. Sadrnia, A.P. Sani, N.R. Langarudi, Sustainable closed-loop supply chain network optimization for construction machinery recovering. J. Ind. Manag. Optim. 17(5), 2389–2414 (2021)

    Article  Google Scholar 

  • A. Santos, A. Carvalho, A.P. Barbosa-Póvoa, A. Marques, P. Amorim, Assessment and optimization of sustainable forest wood supply chains – A systematic literature review. Forest Policy Econ. 105, 112–135 (2019)

    Article  Google Scholar 

  • B. Sarkar, M. Omair, S. Choi, A multi-objective optimization of energy, economic, and carbon emission in a production model under sustainable supply chain management. Appl. Sci. 8(10), 1744 (2018)

    Article  Google Scholar 

  • M. Speranza, Trends in transportation and logistics. Eur. J. Oper. Res. 264, 830–836 (2018)

    Article  Google Scholar 

  • O. Sun, N.A. Fan, A review on optimization methods for biomass supply chain: Models and algorithms, sustainable issues, and challenges and opportunities. Process Integr. Optim. Sustain. 4, 202–226 (2020)

    Article  Google Scholar 

  • J. Swan, S. Adriaensen, A. Brownlee, K. Hammond, C. Johnson, A. Kheiri, F. Krawiec, J. Merelo, L. Minku, E. Özcan, G. Pappa, P. García-Sánchez, K. Sörensen, S. Voß, M. Wagner, D. White, Metaheuristics in the large. Eur. J. Oper. Res. 297, 393–406 (2022)

    Article  Google Scholar 

  • S. Tavakkoli Moghaddam, M. Javadi, S.M. Hadji Molana, A reverse logistics chain mathematical model for a sustainable production system of perishable goods based on demand optimization. J. Ind. Eng. Int. 15(4), 709–721 (2019)

    Article  Google Scholar 

  • J. Valizadeh, E. Sadeh, Z. Amini Sabegh, A. Hafezalkotob, Robust optimization model for sustainable supply chain for production and distribution of polyethylene pipe. J. Model. Manag. 15(4), 1613–1653 (2020)

    Article  Google Scholar 

  • C. Wang, N. Nhieu, K. Tran, Y. Wang, Sustainable integrated fuzzy optimization for multimodal petroleum supply chain design with pipeline system: The case study of Vietnam. Axioms 11(2), 60 (2022)

    Article  Google Scholar 

  • H. Wei, A. Li, N. Jia, Research on optimization and design of sustainable urban underground logistics network framework. Sustainability 12(21), 1–22 (2020)

    Article  Google Scholar 

  • V.S. Yadav, S. Tripathi, A.R. Singh, Bi-objective optimization for sustainable supply chain network design in omnichannel. J. Manuf. Technol. Manag. 30(6), 972–986 (2019)

    Article  Google Scholar 

  • M.R. Zamanian, E. Sadeh, Z. Amini Sabegh, R. Ehtesham Rasi, A multi-objective optimization model for the resilience and sustainable supply chain: A case study. Int. J. Supp. Operat. Manag. 7(1), 51–75 (2020)

    Google Scholar 

  • N. Zarbakhshnia, D. Kannan, R. Kiani Mavi, H. Soleimani, A novel sustainable multi-objective optimization model for forward and reverse logistics system under demand uncertainty. Ann. Oper. Res. 295(2), 843–880 (2020)

    Article  Google Scholar 

  • M. Zhalechian, R. Tavakkoli-Moghaddam, B. Zahiri, M. Mohammadi, Sustainable design of a closed-loop location-routing-inventory supply chain network under mixed uncertainty. Transport. Res. Part E 89, 182–214 (2016)

    Article  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Angelo Sifaleras .

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2022 Springer Nature Switzerland AG

About this entry

Check for updates. Verify currency and authenticity via CrossMark

Cite this entry

Karakostas, P., Sifaleras, A. (2022). Recent Trends in Sustainable Supply-Chain Optimization. In: Fathi, M., Zio, E., Pardalos, P.M. (eds) Handbook of Smart Energy Systems. Springer, Cham. https://doi.org/10.1007/978-3-030-72322-4_181-1

Download citation

  • DOI: https://doi.org/10.1007/978-3-030-72322-4_181-1

  • Received:

  • Accepted:

  • Published:

  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-030-72322-4

  • Online ISBN: 978-3-030-72322-4

  • eBook Packages: Springer Reference Economics and FinanceReference Module Humanities and Social SciencesReference Module Business, Economics and Social Sciences

Publish with us

Policies and ethics