Integrating operations research into green logistics: A review

Abouee-Mehrizi H, Baron O, Berman O, Chen D (2021). Adoption of electric vehicles in car sharing market. Production and Operations Management, 30(1): 190–209 Ahani P, Arantes A, Melo S (2016). A portfolio approach for optimal fleet replacement toward sustainable urban freight transportation. Transportation Research Part D: Transport and Environment, 48: 357–368 Alkhayyal B (2019). Corporate social responsibility practices in the US: Using reverse supply chain network design and optimization considering carbon cost. Sustainability, 11(7): 2097 Asefi H, Shahparvari S, Chhetri P, Lim S (2019). Variable fleet size and mix VRP with fleet heterogeneity in integrated solid waste management. Journal of Cleaner Production, 230: 1376–1395 Ata B, Lee D, Sönmez E (2019). Dynamic volunteer staffing in multicrop gleaning operations. Operations Research, 67(2): 295–314 Ayvaz B, Bolat B, Aydın N (2015). Stochastic reverse logistics network design for waste of electrical and electronic equipment. Resources, Conservation and Recycling, 104: 391–404 Azadeh K, de Koster R, Roy D (2019). Robotized and automated warehouse systems: Review and recent developments. Transportation Science, 53(4): 917–945 Babaee Tirkolaee E, Aydın N S (2021). A sustainable medical waste collection and transportation model for pandemics. Waste Management & Research, 39(1_suppl): 34–44 Bagloee S A, Sarvi M, Wallace M (2016). Bicycle lane priority: Promoting bicycle as a green mode even in congested urban area. Transportation Research Part A: Policy and Practice, 87: 102–121 Banker S (2013). Amazon and drones. Here is why it will work. Forbes Baykasoglu A, Subulan K (2019). A fuzzy-stochastic optimization model for the intermodal fleet management problem of an international transportation company. Transportation Planning and Technology, 42(8): 777–824 Behnke M, Kirschstein T (2017). The impact of path selection on GHG emissions in city logistics. Transportation Research Part E: Logistics and Transportation Review, 106: 320–336 Behnke M, Kirschstein T, Bierwirth C (2021). A column generation approach for an emission-oriented vehicle routing problem on a multigraph. European Journal of Operational Research, 288(3): 794–809 Bektaş T, Laporte G (2011). The pollution-routing problem. Transportation Research Part B: Methodological, 45(8): 1232–1250 Bi K, Yang M, Zhou X, Zahid L, Zhu Y, Sun Z (2020). Reducing carbon emissions from collaborative distribution: A case study of urban express in China. Environmental Science and Pollution Research International, 27(14): 16215–16230 Bing X, de Keizer M, Bloemhof-Ruwaard J M, van der Vorst J G (2014). Vehicle routing for the eco-efficient collection of household plastic waste. Waste Management, 34(4): 719–729 Bing X, Groot J J, Bloemhof-Ruwaard J M, van der Vorst J G (2013). Multimodal network design for sustainable household plastic recycling. International Journal of Physical Distribution & Logistics Management, 43(5/6): 452–477 Biuki M, Kazemi A, Alinezhad A (2020). An integrated location-routing-inventory model for sustainable design of a perishable products supply chain network. Journal of Cleaner Production, 260: 120842 Boostani A, Jolai F, Bozorgi-Amiri A (2021). Designing a sustainable humanitarian relief logistics model in pre- and postdisaster management. International Journal of Sustainable Transportation, 15(8): 604–620 Boronoos M, Mousazadeh M, Torabi S A (2021). A robust mixed flexible-possibilistic programming approach for multi-objective closed-loop green supply chain network design. Environment, Development and Sustainability, 23(3): 3368–3395 Bravo M, Rojas L P, Parada V (2019). An evolutionary algorithm for the multi-objective pick-up and delivery pollution-routing problem. International Transactions in Operational Research, 26(1): 302–317 Brundtland Commission (BC) (1987). Our Common Future. Oxford: Oxford University Press Burman M, Gershwin S B, Suyematsu C (1998). Hewlett-Packard uses operations research to improve the design of a printer production line. Interfaces, 28(1): 24–36 Chan F T, Wang Z X, Goswami A, Singhania A, Tiwari M K (2020). Multi-objective particle swarm optimisation based integrated production inventory routing planning for efficient perishable food logistics operations. International Journal of Production Research, 58(17): 5155–5174 Cheaitou A, Hamdan S, Larbi R, Alsyouf I (2021). Sustainable traveling purchaser problem with speed optimization. International Journal of Sustainable Transportation, 15(8): 621–640 Chen K, Xin X, Niu X, Zeng Q (2020). Coastal transportation system joint taxation-subsidy emission reduction policy optimization problem. Journal of Cleaner Production, 247: 119096 Chen W, Liu X, Chen D, Pan X (2019). Setting headways on a bus route under uncertain conditions. Sustainability, 11(10): 2823 Chen W, Mes M, Schutten M (2018). Multi-hop driver-parcel matching problem with time windows. Flexible Services and Manufacturing Journal, 30(3): 517–553 Cheng K, Zou Y, Xin X, Gong S (2020). Optimal lane expansion model for a battery electric vehicle transportation network considering range anxiety and demand uncertainty. Journal of Cleaner Production, 276: 124198 Cinar D, Gakis K, Pardalos P M (2015). Reduction of CO2 emissions in cumulative multi-trip vehicle routing problems with limited duration. Environmental Modeling and Assessment, 20(4): 273–284 Cire A A, van Hoeve W J (2013). Multivalued decision diagrams for sequencing problems. Operations Research, 61(6): 1411–1428 Conceição L, Homem de Almeida Correia G, Tavares J P (2020). The reversible lane network design problem (RL-NDP) for smart cities with automated traffic. Sustainability, 12(3): 1226 Custodio L, Machado R (2020). Flexible automated warehouse: A literature review and an innovative framework. International Journal of Advanced Manufacturing Technology, 106(1–2): 533–558 Dabia S, Demir E, van Woensel T (2017). An exact approach for a variant of the pollution-routing problem. Transportation Science, 51(2): 607–628 Dantzig G B, Ramser J H (1959). The truck dispatching problem. Management Science, 6(1): 80–91 de Koster R, Le-Duc T, Roodbergen K J (2007). Design and control of warehouse order picking: A literature review. European Journal of Operational Research, 182(2): 481–501 Dehghanian F, Mansour S (2009). Designing sustainable recovery network of end-of-life products using genetic algorithm. Resources, Conservation and Recycling, 53(10): 559–570 Dekker R, Bloemhof J M, Mallidis I (2012). Operations research for green logistics: An overview of aspects, issues, contributions and challenges. European Journal of Operational Research, 219(3): 671–679 Demir E, Burgholzer W, Hrušovský M, Arıkan E, Jammernegg W, van Woensel T (2016). A green intermodal service network design problem with travel time uncertainty. Transportation Research Part B: Methodological, 93: 789–807 Demir E, Hrušovský M, Jammernegg W, van Woensel T (2019). Green intermodal freight transportation: Bi-objective modelling and analysis. International Journal of Production Research, 57(19): 6162–6180 Dong B, Christiansen M, Fagerholt K, Chandra S (2020). Design of a sustainable maritime multi-modal distribution network: Case study from automotive logistics. Transportation Research Part E: Logistics and Transportation Review, 143: 102086 Du G, Sun C, Weng J (2016). Liner shipping fleet deployment with sustainable collaborative transportation. Sustainability, 8(2): 165 Duque J, Barbosa-Póvoa A P F, Novais A Q (2010). Design and planning of sustainable industrial networks: Application to a recovery network of residual products. Industrial & Engineering Chemistry Research, 49(9): 4230–4248 Duthie J, Unnikrishnan A (2014). Optimization framework for bicycle network design. Journal of Transportation Engineering, 140(7): 04014028 Dutta P, Mishra A, Khandelwal S, Katthawala I (2020). A multiobjective optimization model for sustainable reverse logistics in Indian e-commerce market. Journal of Cleaner Production, 249: 119348 Elhedhli S, Merrick R (2012). Green supply chain network design to reduce carbon emissions. Transportation Research Part D: Transport and Environment, 17(5): 370–379 El Korchi A, Millet D (2011). Designing a sustainable reverse logistics channel: The 18 generic structures framework. Journal of Cleaner Production, 19(6–7): 588–597 Erdoğan S, Miller-Hooks E (2012). A green vehicle routing problem. Transportation Research Part E: Logistics and Transportation Review, 48(1): 100–114 Eshtehadi R, Fathian M, Demir E (2017). Robust solutions to the pollution-routing problem with demand and travel time uncertainty. Transportation Research Part D: Transport and Environment, 51: 351–363 Eun J, Song B D, Lee S, Lim D E (2019). Mathematical investigation on the sustainability of UAV logistics. Sustainability, 11(21): 5932 European Environment Agency (EEA) (2019). Freight transport volume and modal split within the EU European Environment Agency (EEA) (2020). Greenhouse gas emissions from transport in Europe Eydi A, Alavi H (2019). Vehicle routing problem in reverse logistics with split demands of customers and fuel consumption optimization. Arabian Journal for Science and Engineering, 44(3): 2641–2651 Fatnassi E, Chaouachi J, Klibi W (2015). Planning and operating a shared goods and passengers on-demand rapid transit system for sustainable city-logistics. Transportation Research Part B: Methodological, 81: 440–460 Frade I, Ribeiro A (2015). Bike-sharing stations: A maximal covering location approach. Transportation Research Part A: Policy and Practice, 82: 216–227 Franceschetti A, Demir E, Honhon D, van Woensel T, Laporte G, Stobbe M (2017). A metaheuristic for the time-dependent pollution-routing problem. European Journal of Operational Research, 259(3): 972–991 Fukasawa R, He Q, Song Y (2016). A branch-cut-and-price algorithm for the energy minimization vehicle routing problem. Transportation Science, 50(1): 23–34 Goeke D (2019). Granular tabu search for the pickup and delivery problem with time windows and electric vehicles. European Journal of Operational Research, 278(3): 821–836 Gong L, Li Y, Xu D (2019). Combinational scheduling model considering multiple vehicle sizes. Sustainability, 11(19): 5144 Gong Y, de Koster R B (2011). A review on stochastic models and analysis of warehouse operations. Logistics Research, 3(4): 191–205 Govindan K, Bouzon M (2018). From a literature review to a multi-perspective framework for reverse logistics barriers and drivers. Journal of Cleaner Production, 187: 318–337 Govindan K, Jafarian A, Khodaverdi R, Devika K (2014). Two-echelon multiple-vehicle location-routing problem with time windows for optimization of sustainable supply chain network of perishable food. International Journal of Production Economics, 152: 9–28 Govindan K, Jha P C, Garg K (2016). Product recovery optimization in closed-loop supply chain to improve sustainability in manufacturing. International Journal of Production Research, 54(5): 1463–1486 Granada-Echeverri M, Cubides L, Bustamante J (2020). The electric vehicle routing problem with backhauls. International Journal of Industrial Engineering Computations, 11(1): 131–152 Gu J, Goetschalckx M, McGinnis L F (2007). Research on warehouse operation: A comprehensive review. European Journal of Operational Research, 177(1): 1–21 Gu J, Goetschalckx M, McGinnis L F (2010). Research on warehouse design and performance evaluation: A comprehensive review. European Journal of Operational Research, 203(3): 539–549 Gupta P, Govindan K, Mehlawat M K, Khaitan A (2022). Multiobjective capacitated green vehicle routing problem with fuzzy time-distances and demands split into bags. International Journal of Production Research, 60(8): 2369–2385 Gupta V, Radovanović A (2020). Interior-point-based online stochastic bin packing. Operations Research, 68(5): 1474–1492 Hajimiragha A H, Canizares C A, Fowler M W, Moazeni S, Elkamel A (2011). A robust optimization approach for planning the transition to plug-in hybrid electric vehicles. IEEE Transactions on Power Systems, 26(4): 2264–2274 Heilig L, Lalla-Ruiz E, Voß S (2017). Multi-objective inter-terminal truck routing. Transportation Research Part E: Logistics and Transportation Review, 106: 178–202 Hines A (2008). How operations research drives success at P&G. CBS News Holland C, Levis J, Nuggehalli R, Santilli B, Winters J (2017). UPS optimizes delivery routes. Interfaces, 47(1): 8–23 Hu W, Dong J, Hwang B G, Ren R, Chen Z (2020). Network planning of urban underground logistics system with hub-and-spoke layout: Two phase cluster-based approach. Engineering, Construction, and Architectural Management, 27(8): 2079–2105 Hua G, Cheng T C E, Wang S (2011). Managing carbon footprints in inventory management. International Journal of Production Economics, 132(2): 178–185 Institute for Operations Research and the Management Sciences (INFORMS) (2021). Consider a career in operations research and analytics! Jabir E, Panicker V V, Sridharan R (2017). Design and development of a hybrid ant colony-variable neighbourhood search algorithm for a multi-depot green vehicle routing problem. Transportation Research Part D: Transport and Environment, 57: 422–457 JDX (2017). Suqian became the No. 1 UAV city in the world (in Chinese) Ji S F, Luo R J (2017). A hybrid estimation of distribution algorithm for multi-objective multi-sourcing intermodal transportation network design problem considering carbon emissions. Sustainability, 9(7): 1133 Ji Y, Tang Y, Shen Y, Du Y, Wang W (2020). An integrated approach for tram prioritization in signalized corridors. IEEE Transactions on Intelligent Transportation Systems, 21(6): 2386–2395 Jiménez F, Román A (2016). Urban bus fleet-to-route assignment for pollutant emissions minimization. Transportation Research Part E: Logistics and Transportation Review, 85: 120–131 Kang M W, Jha M K, Buddharaju R (2014). Rail transit route optimization model for rail infrastructure planning and design: Case study of Saint Andrews, Scotland. Journal of Transportation Engineering, 140(1): 1–11 Kara I, Kara B Y, Yetis M K (2007). Energy minimizing vehicle routing problem. In: Proceedings of the 1st International Conference on Combinatorial Optimization and Applications. Xi’an: Springer, 62–71 Karimi H, Ghadirifaraz B, Boushehri S N S, Hosseininasab S M, Rafiei N (2022). Reducing traffic congestion and increasing sustainability in special urban areas through one-way traffic reconfiguration. Transportation, 49: 37–60 Kazemian I, Rabbani M, Farrokhi-Asl H (2018). A way to optimally solve a green time-dependent vehicle routing problem with time windows. Matemática Aplicada e Computacional, 37(3): 2766–2783 Kleindorfer P R, Singhal K, van Wassenhove L N (2005). Sustainable operations management. Production and Operations Management, 14(4): 482–492 Küçükoğlu İ, Ene S, Aksoy A, Öztürk N (2015). A memory structure adapted simulated annealing algorithm for a green vehicle routing problem. Environmental Science and Pollution Research International, 22(5): 3279–3297 Kumar S, Narkhede B E, Jain K (2021). Revisiting the warehouse research through an evolutionary lens: A review from 1990 to 2019. International Journal of Production Research, 59(11): 3470–3492 Kumar V N S A, Kumar V, Brady M, Garza-Reyes J A, Simpson M (2017). Resolving forward-reverse logistics multi-period model using evolutionary algorithms. International Journal of Production Economics, 183: 458–469 Kuppusamy S, Magazine M J, Rao U (2017). Electric vehicle adoption decisions in a fleet environment. European Journal of Operational Research, 262(1): 123–135 Lee D H, Dong M, Bian W (2010). The design of sustainable logistics network under uncertainty. International Journal of Production Economics, 128(1): 159–166 Lee S, Prabhu V V (2016). Just-in-time delivery for green fleets: A feedback control approach. Transportation Research Part D: Transport and Environment, 46: 229–245 Letnik T, Mencinger M, Perus I (2020). Flexible assignment of loading bays for efficient vehicle routing in urban last mile delivery. Sustainability, 12(18): 7500 Li J Q, Head K L (2009). Sustainability provisions in the bus-scheduling problem. Transportation Research Part D: Transport and Environment, 14(1): 50–60 Li X, Kuang H, Hu Y (2019). Carbon mitigation strategies of port selection and multimodal transport operations: A case study of northeast China. Sustainability, 11(18): 4877 Li Y, Lu S (2021). Study on the optimization of urban passenger traffic structure based on multi-objective linear programming: A case study of Beijing. Environmental Science and Pollution Research International, 28(8): 10192–10206 Li Y, Yang W, Huang B (2020). Impact of UAV delivery on sustainability and costs under traffic restrictions. Mathematical Problems in Engineering, 9437605 Li Z, Huang J (2018). How to effectively improve pesticide waste governance: A perspective of reverse logistics. Sustainability, 10(10): 3622 Lien R W, Iravani S M, Smilowitz K R (2014). Sequential resource allocation for nonprofit operations. Operations Research, 62(2): 301–317 Lin Y, Jia H, Zou B, Miao H, Wu R, Tian J, Wang G (2021). Multi-objective environmentally sustainable optimal design of dedicated connected autonomous vehicle lanes. Sustainability, 13(6): 3454 Liu D, Deng Z, Sun Q, Wang Y, Wang Y (2019). Design and freight corridor-fleet size choice in collaborative intermodal transportation network considering economies of scale. Sustainability, 11(4): 990 Liu G, Li L, Chen J, Ma F (2020a). Inventory sharing strategy and optimization for reusable transport items. International Journal of Production Economics, 228: 107742 Liu W, Wan Z, Wan Z, Gong B (2020b). Sustainable recycle network of heterogeneous pharmaceuticals with governmental subsidies and service-levels of third-party logistics by bi-level programming approach. Journal of Cleaner Production, 249: 119324 Lu C H Y, Morrell P (2001). Evaluation and implications of environmental charges on commercial flights. Transport Reviews, 21(3): 377–395 Luo H, Zhao F, Chen W Q, Cai H (2020). Optimizing bike sharing systems from the life cycle greenhouse gas emissions perspective. Transportation Research Part C: Emerging Technologies, 117: 102705 Luss H (1982). Operations research and capacity expansion problems: A survey. Operations Research, 30(5): 907–947 Lv Y, Wang S, Gao Z, Cheng G, Huang G, He Z (2022). A sustainable road pricing oriented bilevel optimization approach under multiple environmental uncertainties. International Journal of Sustainable Transportation, 16(2): 152–165 Macrina G, Laporte G, Guerriero F, Di Puglia Pugliese L (2019). An energy-efficient green-vehicle routing problem with mixed vehicle fleet, partial battery recharging and time windows. European Journal of Operational Research, 276(3): 971–982 Marrekchi E, Besbes W, Dhouib D, Demir E (2021). A review of recent advances in the operations research literature on the green routing problem and its variants. Annals of Operations Research, 304(1–2): 529–574 McKinnon A, Browne M, Whiteing A, Piecyk M (2015). Green Logistics: Improving the Environmental Sustainability of Logistics. New Delhi: Kogan Page Publishers Mrabti N, Hamani N, Delahoche L (2021). The pooling of sustainable freight transport. Journal of the Operational Research Society, 72(10): 2180–2195 Naoum-Sawaya J, Cogill R, Ghaddar B, Sajja S, Shorten R, Taheri N, Tommasi P, Verago R, Wirth F (2015). Stochastic optimization approach for the car placement problem in ridesharing systems. Transportation Research Part B: Methodological, 80: 173–184 Nenes G, Nikolaidis Y (2012). A multi-period model for managing used product returns. International Journal of Production Research, 50(5): 1360–1376 Neyestani N, Damavandi M Y, Shafie-Khah M, Contreras J, Catalão J P (2015). Allocation of plug-in vehicles’ parking lots in distribution systems considering network-constrained objectives. IEEE Transactions on Power Systems, 30(5): 2643–2656 Niu Y, Yang Z, Chen P, Xiao J (2018). Optimizing the green open vehicle routing problem with time windows by minimizing comprehensive routing cost. Journal of Cleaner Production, 171: 962–971 Pamučar D, Gigović L, Ćirović G, Regodić M (2016). Transport spatial model for the definition of green routes for city logistics centers. Environmental Impact Assessment Review, 56: 72–87 Parker N, Fan Y, Ogden J (2010). From waste to hydrogen: An optimal design of energy production and distribution network. Transportation Research Part E: Logistics and Transportation Review, 46(4): 534–545 Parsa M, Nookabadi A S, Flapper S D, Atan Z (2019). Green hub-and-spoke network design for aviation industry. Journal of Cleaner Production, 229: 1377–1396 Plaza-Úbeda J A, Abad-Segura E, de Burgos-Jiménez J, Boteva-Asenova A, Belmonte-Ureña L J (2021). Trends and new challenges in the green supply chain: The reverse logistics. Sustainability, 13(1): 331 Psaraftis H N, Kontovas C A (2014). Ship speed optimization: Concepts, models and combined speed-routing scenarios. Transportation Research Part C: Emerging Technologies, 44: 52–69 Pternea M, Kepaptsoglou K, Karlaftis M G (2015). Sustainable urban transit network design. Transportation Research Part A: Policy and Practice, 77: 276–291 Pucher J, Komanoff C, Schimek P (1999). Bicycling renaissance in North America? Recent trends and alternative policies to promote bicycling. Transportation Research Part A: Policy and Practice, 33(7–8): 625–654 Rahimi M, Baboli A, Rekik Y (2017). Multi-objective inventory routing problem: A stochastic model to consider profit, service level and green criteria. Transportation Research Part E: Logistics and Transportation Review, 101: 59–83 Ramos T R P, Gomes M I, Barbosa-Póvoa A P (2014a). Economic and environmental concerns in planning recyclable waste collection systems. Transportation Research Part E: Logistics and Transportation Review, 62: 34–54 Ramos T R P, Gomes M I, Barbosa-Póvoa A P (2014b). Planning a sustainable reverse logistics system: Balancing costs with environmental and social concerns. Omega, 48: 60–74 Reddy K S, Panwar L K, Kumar R, Panigrahi B K (2016). Distributed resource scheduling in smart grid with electric vehicle deployment using fireworks algorithm. Journal of Modern Power Systems and Clean Energy, 4(2): 188–199 Ren H, Wang Z, Chen Y (2020). Optimal express bus routes design with limited-stop services for long-distance commuters. Sustainability, 12(4): 1669 Roberti R, Wen M (2016). The electric traveling salesman problem with time windows. Transportation Research Part E: Logistics and Transportation Review, 89: 32–52 Rodriguez-Roman D, Ritchie S G (2020). Surrogate-based optimization for multi-objective toll design problems. Transportation Research Part A: Policy and Practice, 137: 485–503 Safdar N, Khalid R, Ahmed W, Imran M (2020). Reverse logistics network design of e-waste management under the triple bottom line approach. Journal of Cleaner Production, 272: 122662 Saka O C, Gürel S, van Woensel T (2017). Using cost change estimates in a local search heuristic for the pollution routing problem. OR-Spektrum, 39(2): 557–587 Santos M J, Martins S, Amorim P, Almada-Lobo B (2021). A green lateral collaborative problem under different transportation strategies and profit allocation methods. Journal of Cleaner Production, 288: 125678 Sbihi A, Eglese R W (2010). Combinatorial optimization and green logistics. Annals of Operations Research, 175(1): 159–175 Schiffer M, Klein P S, Laporte G, Walther G (2021). Integrated planning for electric commercial vehicle fleets: A case study for retail mid-haul logistics networks. European Journal of Operational Research, 291(3): 944–960 Schiffer M, Walther G (2018). Strategic planning of electric logistics fleet networks: A robust location-routing approach. Omega, 80: 31–42 Shah B, Khanzode V (2017). A comprehensive review of warehouse operational issues. International Journal of Logistics Systems and Management, 26(3): 346–378 Shah P J, Anagnostopoulos T, Zaslavsky A, Behdad S (2018). A stochastic optimization framework for planning of waste collection and value recovery operations in smart and sustainable cities. Waste Management, 78: 104–114 Silver E A (1981). Operations research in inventory management: A review and critique. Operations Research, 29(4): 628–645 Solano C M, Roldán R F, Carvajal M F, Gómez A J, Mattos S, Vives J I (2021). Reverse logistic processes for glass container reuse. Environmental Processes, 8(1): 397–411 Srivastava S K (2007). Green supply-chain management: A state-of-the-art literature review. International Journal of Management Reviews, 9(1): 53–80 Stasko T H, Gao H O (2010). Reducing transit fleet emissions through vehicle retrofits, replacements, and usage changes over multiple time periods. Transportation Research Part D: Transport and Environment, 15(5): 254–262 State Council Information Office (SCIO) of the PRC (2016). Notice on further encouraging the development of multimodal transport (in Chinese) Staudt F H, Alpan G, Di Mascolo M, Rodriguez C M T (2015). Warehouse performance measurement: A literature review. International Journal of Production Research, 53(18): 5524–5544 Stiglic M, Agatz N, Savelsbergh M W P, Gradisar M (2016). Making dynamic ride-sharing work: The impact of driver and rider flexibility. Transportation Research Part E: Logistics and Transportation Review, 91: 190–207 Sumagaysay L (2020). The pandemic has more than doubled food-delivery apps’ business. Now what? MarketWatch Sun Y, Li X, Liang X, Zhang C (2019). A bi-objective fuzzy credibilistic chance-constrained programming approach for the hazardous materials road-rail multimodal routing problem under uncertainty and sustainability. Sustainability, 11(9): 2577 Suzuki Y, Kabir Q S (2015). Green vehicle routing for small motor carriers. Transportation Journal, 54(2): 186–212 Tajik N, Tavakkoli-Moghaddam R, Vahdani B, Mousavi S M (2014). A robust optimization approach for pollution routing problem with pickup and delivery under uncertainty. Journal of Manufacturing Systems, 33(2): 277–286 Tavassoli K, Tamannaei M (2020). Hub network design for integrated bike-and-ride services: A competitive approach to reducing automobile dependence. Journal of Cleaner Production, 248: 119247 Tirkolaee E B, Hosseinabadi A A R, Soltani M, Sangaiah A K, Wang J (2018). A hybrid genetic algorithm for multi-trip green capacitated arc routing problem in the scope of urban services. Sustainability, 10(5): 1366 Tirkolaee E B, Mahdavi I, Esfahani M M S, Weber G W (2020). A robust green location-allocation-inventory problem to design an urban waste management system under uncertainty. Waste Management, 102: 340–350 United Nations Economic Commission for Europe (UNECE) (2021). Climate change and sustainable transport United Nations (UN) (2021). Global e-commerce jumps to $26.7 trillion, fuelled by COVID-19 van Woensel T, Creten R, Vandaele N (2001). Managing the environmental externalities of traffic logistics: The issue of emissions. Production and Operations Management, 10(2): 207–223 Verma M, Verter V (2010). A lead-time based approach for planning rail-truck intermodal transportation of dangerous goods. European Journal of Operational Research, 202(3): 696–706 Vidal T, Laporte G, Matl P (2020). A concise guide to existing and emerging vehicle routing problem variants. European Journal of Operational Research, 286(2): 401–416 Wang S, Liu M, Chu F (2020a). Approximate and exact algorithms for an energy minimization traveling salesman problem. Journal of Cleaner Production, 249: 119433 Wang Y, Assogba K, Fan J, Xu M, Liu Y, Wang H (2019a). Multi-depot green vehicle routing problem with shared transportation resource: Integration of time-dependent speed and piecewise penalty cost. Journal of Cleaner Production, 232: 12–29 Wang Y, Ma X, Liu M, Gong K, Liu Y, Xu M, Wang Y (2017). Cooperation and profit allocation in two-echelon logistics joint distribution network optimization. Applied Soft Computing, 56: 143–157 Wang Y, Peng S, Assogba K, Liu Y, Wang H, Xu M, Wang Y (2018). Implementation of cooperation for recycling vehicle routing optimization in two-echelon reverse logistics networks. Sustainability, 10(5): 1358 Wang Y, Peng S, Zhou X, Mahmoudi M, Zhen L (2020b). Green logistics location-routing problem with eco-packages. Transportation Research Part E: Logistics and Transportation Review, 143: 102118 Wang Y, Zhou Y, Yan X (2019b). Optimizing train-set circulation plan in high-speed railway networks using genetic algorithm. Journal of Advanced Transportation, 8526953 Wang Z, Zhou L, Guo B, Chen X, Zhou H (2021). An efficient hybrid approach for scheduling the train timetable for the longer distance high-speed railway. Sustainability, 13(5): 2538 World Bank (WB) (2018). What a waste 2.0: A global snapshot of solid waste management to 2050 Wu L, Wang S (2020). The shore power deployment problem for maritime transportation. Transportation Research Part E: Logistics and Transportation Review, 135: 101883 Wu Z, Cai X, Li M, Hu L (2022). Optimal mixed charging schemes for traffic congestion management with subsidy to new energy vehicle users. International Transactions in Operational Research, 29(1): 6–23 Xi H, He L, Zhang Y, Wang Z (2020). Bounding the efficiency gain of differentiable road pricing for EVs and GVs to manage congestion and emissions. PLoS One, 15(7): e0234204 Xiao Y, Konak A (2017). A genetic algorithm with exact dynamic programming for the green vehicle routing & scheduling problem. Journal of Cleaner Production, 167: 1450–1463 Yener F, Yazgan H R (2019). Optimal warehouse design: Literature review and case study application. Computers & Industrial Engineering, 129: 1–13 Yi W, Phipps R, Wang H (2020). Sustainable ship loading planning for prefabricated products in the construction industry. Sustainability, 12(21): 8905 Zarbakhshnia N, Kannan D, Mavi R K, Soleimani H (2020). A novel sustainable multi-objective optimization model for forward and reverse logistics system under demand uncertainty. Annals of Operations Research, 295(2): 843–880 Zhalechian M, Tavakkoli-Moghaddam R, Zahiri B, Mohammadi M (2016). Sustainable design of a closed-loop location-routing-inventory supply chain network under mixed uncertainty. Transportation Research Part E: Logistics and Transportation Review, 89: 182–214 Zhang P, Liu Y, Yang G, Zhang G (2022). A multi-objective distributionally robust model for sustainable last mile relief network design problem. Annals of Operations Research, 309: 689–730 Zhao Y, Fan Y, Zhou J, Kuang H (2019). Bi-objective optimization of vessel speed and route for sustainable coastal shipping under the regulations of emission control areas. Sustainability, 11(22): 6281 Zhao Y, Xue Q, Zhang X (2018). Stochastic empty container repositioning problem with CO2 emission considerations for an intermodal transportation system. Sustainability, 10(11): 4211 Zhen L, Li H (2022). A literature review of smart warehouse operations management. Frontiers of Engineering Management, 9(1): 31–55 Zhen L, Wu Y, Wang S, Laporte G (2020). Green technology adoption for fleet deployment in a shipping network. Transportation Research Part B: Methodological, 139: 388–410 Zhen L, Wu Y, Wang S, Yi W (2021). Crowdsourcing mode evaluation for parcel delivery service platforms. International Journal of Production Economics, 235: 108067 Zhou W, Fan W, You X, Deng L (2019a). Demand-oriented train timetabling integrated with passenger train-booking decisions. Sustainability, 11(18): 4932 Zhou X, Wang Y, Ji X, Cottrill C (2019b). Coordinated control strategy for multi-line bus bunching in common corridors. Sustainability, 11(22): 6221 Zhou X, Zhou Y (2015). Designing a multi-echelon reverse logistics operation and network: A case study of office paper in Beijing. Resources, Conservation and Recycling, 100: 58–69