Literature review: Strategic network optimization models in waste reverse supply chains

Abstract In scientific literature two large, partly overlapping areas regarding the environmental and economical attractive removal of waste coexist: reverse logistics and waste management. Both fields study, among other topics, the flows of discarded products leaving the end consumer. This review takes an integrated point of view on reverse logistics and waste management and aims at a better integration. More specifically, it gives a concise but complete overview of the efforts already performed in the area of strategic network design in waste reverse supply chains by means of combinatorial optimization models. Its purpose is to guide interested readers and researchers directly to publications of their interest, and let them identify courses other than the well-worn paths. Among others, we explicitly refer to (1) the importance of environmental, social and performance indicators in multi-objective models, (2) the potential of incorporating the different waste reverse supply chain stakeholders into the network design model, (3) the consideration of future waste reverse supply chain developments like extended producer responsibility schemes and the circular economy and their challenges, and (4) better heuristics to deal with the increasingly complex strategic network design models.

[1]  Çerag Pinçe,et al.  Extracting Maximum Value from Consumer Returns: Allocating Between Remarketing and Refurbishing for Warranty Claims , 2016, Manuf. Serv. Oper. Manag..

[2]  Mark S. Daskin,et al.  Strategic facility location: A review , 1998, Eur. J. Oper. Res..

[3]  Henning Friege,et al.  Competition of different methods for recovering energy from waste , 2011, Waste management & research : the journal of the International Solid Wastes and Public Cleansing Association, ISWA.

[4]  Francisco Saldanha-da-Gama,et al.  Facility location and supply chain management - A review , 2009, Eur. J. Oper. Res..

[5]  Stefan Salhofer,et al.  Modelling municipal solid waste generation: a review. , 2008, Waste management.

[6]  Shams Rahman,et al.  Integrated optimization model and methodology for plastics recycling: Indian empirical evidence , 2017 .

[7]  Rommert Dekker,et al.  A two-level network for recycling sand: A case study , 1998, Eur. J. Oper. Res..

[8]  Qunli Yuchi,et al.  A Location-Inventory-Routing Problem in Forward and Reverse Logistics Network Design , 2016 .

[9]  Funda Samanlioglu,et al.  A multi-objective mathematical model for the industrial hazardous waste location-routing problem , 2013, Eur. J. Oper. Res..

[10]  Harold Krikke,et al.  Redesign of a recycling system for LPG-tanks , 2004, OR Spectr..

[11]  Shuai Deng,et al.  Solving a Closed-Loop Location-Inventory-Routing Problem with Mixed Quality Defects Returns in E-Commerce by Hybrid Ant Colony Optimization Algorithm , 2016 .

[12]  Tao Jia,et al.  Multiobjective Optimization for Multiperiod Reverse Logistics Network Design , 2016, IEEE Transactions on Engineering Management.

[13]  Bronisław Gołębiewski,et al.  Modelling of the location of vehicle recycling facilities: A case study in Poland , 2013 .

[14]  Reza Tavakkoli-Moghaddam,et al.  A new multi-objective stochastic model for a forward/reverse logistic network design with responsiveness and quality level , 2013 .

[15]  Hsiao-Fan Wang,et al.  A closed-loop logistic model with a spanning-tree based genetic algorithm , 2010, Comput. Oper. Res..

[16]  Mohammad Reza Mohammadi,et al.  A robust possibilistic programming model for a responsive closed loop supply chain network design , 2017 .

[17]  Behrooz Karimi,et al.  Closed-loop supply chain network design under a fuzzy environment , 2014, Knowl. Based Syst..

[18]  Ehsan Nikbakhsh,et al.  A parallel variable neighborhood search for the multi-objective sustainable post-sales network design problem , 2013 .

[19]  Turan Paksoy,et al.  A genetic algorithm approach for optimising a closed-loop supply chain network with crisp and fuzzy objectives , 2014 .

[20]  Petar Sabev Varbanov,et al.  Waste-to-Energy (WTE) network synthesis for Municipal Solid Waste (MSW) , 2014 .

[21]  Carlos A. Méndez,et al.  Multi-period design and planning of closed-loop supply chains with uncertain supply and demand , 2014, Comput. Chem. Eng..

[22]  Chao Zuo,et al.  Multiobjective Location Model Design Based on Government Subsidy in the Recycling of CDW , 2017 .

[23]  Jiahong Zhao,et al.  Incorporating inventory risks in location-routing models for explosive waste management , 2017 .

[24]  Turan Paksoy,et al.  Modeling and optimizing the integrated problem of closed-loop supply chain network design and disassembly line balancing , 2014 .

[25]  Phan Nguyen Ky Phuc,et al.  Optimizing the Fuzzy Closed-Loop Supply Chain for Electrical and Electronic Equipments , 2013 .

[26]  Turan Paksoy,et al.  Fuzzy multi-objective linear programming approach for optimising a closed-loop supply chain network , 2013 .

[27]  Chong Wu,et al.  Partner selection for reverse logistics centres in green supply chains: a fuzzy artificial immune optimisation approach , 2016 .

[28]  Prem Vrat,et al.  A goal programming model for paper recycling system , 2008 .

[29]  Michel Gendreau,et al.  Accelerating Benders decomposition for closed-loop supply chain network design: Case of used durable products with different quality levels , 2016, Eur. J. Oper. Res..

[30]  Manoj Kumar Tiwari,et al.  A carbon market sensitive optimization model for integrated forward–reverse logistics , 2015 .

[31]  Victor M. Zavala,et al.  Optimization formulations for multi-product supply chain networks , 2017, Comput. Chem. Eng..

[32]  Kuldip Singh Sangwan,et al.  Multi-objective fuzzy mathematical modelling of closed-loop supply chain considering economical and environmental factors , 2016, Annals of Operations Research.

[33]  Michael C. Georgiadis,et al.  Optimal design of closed-loop supply chain networks with multifunctional nodes , 2015, Comput. Chem. Eng..

[34]  G.D.H. Claassen,et al.  Closing loops in agricultural supply chains using multi-objective optimization : A case study of an industrial mushroom supply chain , 2017 .

[35]  Reza Tavakkoli-Moghaddam,et al.  Reliable design of a forward/reverse logistics network under uncertainty: A robust-M/M/c queuing model , 2012 .

[36]  Andrés L. Medaglia,et al.  Hybrid biobjective evolutionary algorithms for the design of a hospital waste management network , 2009, J. Heuristics.

[37]  Felix T.S. Chan,et al.  An integrated closed-loop supply chain model with location allocation problem and product recycling decisions , 2015 .

[38]  Seyed Jafar Sadjadi,et al.  Location based treatment activities for end of life products network design under uncertainty by a robust multi-objective memetic-based heuristic approach , 2014, Appl. Soft Comput..

[39]  Akshay Mutha,et al.  Perspectives in reverse logistics : A review , 2009 .

[40]  Daniele Vigo,et al.  Operations research in solid waste management: A survey of strategic and tactical issues , 2014, Comput. Oper. Res..

[41]  Behrooz Karimi,et al.  INTERRELATING PHYSICAL AND FINANCIAL FLOWS IN A BI-OBJECTIVE CLOSED-LOOP SUPPLY CHAIN NETWORK PROBLEM WITH UNCERTAINTY , 2015 .

[42]  Qin Zhang,et al.  Global reverse supply chain design for solid waste recycling under uncertainties and carbon emission constraint. , 2017, Waste management.

[43]  Behnam Vahdani,et al.  A mathematical programming model for recycling network design under uncertainty: an interval-stochastic robust optimization model , 2014 .

[44]  Chee Yew Wong,et al.  Research challenges in municipal solid waste logistics management. , 2016, Waste management.

[45]  C. Carter,et al.  REVERSE LOGISTICS: A REVIEW OF THE LITERATURE AND FRAMEWORK FOR FUTURE INVESTIGATION , 1998 .

[46]  Amir Mohajeri,et al.  A carbon footprint-based closed-loop supply chain model under uncertainty with risk analysis: A case study , 2016 .

[47]  Mir Saman Pishvaee,et al.  A robust optimization approach to closed-loop supply chain network design under uncertainty , 2011 .

[48]  I. Litvinchev,et al.  Multiperiod and stochastic formulations for a closed loop supply chain with incentives , 2014 .

[49]  Reza Tavakkoli-Moghaddam,et al.  International Journal of Computer Integrated Manufacturing a Credibility-constrained Programming for Reliable Forward–reverse Logistics Network Design under Uncertainty and Facility Disruptions a Credibility-constrained Programming for Reliable Forward–reverse Logistics Network Design under Uncertai , 2022 .

[50]  Elif Akçali,et al.  Network design for reverse and closed‐loop supply chains: An annotated bibliography of models and solution approaches , 2009, Networks.

[51]  Xiaoyu Wang,et al.  A Collection-Distribution Center Location and Allocation Optimization Model in Closed-Loop Supply Chain for Chinese Beer Industry , 2017 .

[52]  S. Koh,et al.  Sustainable supply chain management and the transition towards a circular economy: Evidence and some applications $ , 2017 .

[53]  Rommert Dekker,et al.  A characterisation of logistics networks for product recovery , 2000 .

[54]  Mehmet Ali Ilgin,et al.  Environmentally conscious manufacturing and product recovery (ECMPRO): A review of the state of the art. , 2010, Journal of environmental management.

[55]  Susana Relvas,et al.  Integrating financial risk measures into the design and planning of closed-loop supply chains , 2016, Comput. Chem. Eng..

[56]  Vedat Verter,et al.  Supply chain design for unlocking the value of remanufacturing under uncertainty , 2015, Eur. J. Oper. Res..

[57]  Glaydston Mattos Ribeiro,et al.  Reverse logistics network for municipal solid waste management: The inclusion of waste pickers as a Brazilian legal requirement. , 2015, Waste management.

[58]  Kannan Govindan,et al.  Integrated forward/reverse logistics network design under uncertainty with pricing for collection of used products , 2017, Ann. Oper. Res..

[59]  R. Tavakkoli-Moghaddam,et al.  Integrated Forward-reverse Logistics Network Design under Uncertainty and Reliability Consideration , 2016 .

[60]  Mir Saman Pishvaee,et al.  An accelerated Benders decomposition algorithm for sustainable supply chain network design under uncertainty: A case study of medical needle and syringe supply chain , 2014 .

[61]  Saman Hassanzadeh Amin,et al.  A facility location model for global closed-loop supply chain network design , 2017 .

[62]  Ni-Bin Chang,et al.  A LOCATIONAL MODEL FOR THE SITE SELECTION OF SOLID WASTE MANAGEMENT FACILITIES WITH TRAFFIC CONGESTION CONSTRAINTS , 1995 .

[63]  Changhyun Kwon,et al.  Robust Facility Location Problem for Hazardous Waste Transportation , 2014 .

[64]  José Luis González Velarde,et al.  Design of a recovery network for WEEE collection: the case of Galicia, Spain , 2011, J. Oper. Res. Soc..

[65]  Mary J. Meixell,et al.  Global supply chain design: A literature review and critique , 2005 .

[66]  Nezir Aydin,et al.  Stochastic reverse logistics network design for waste of electrical and electronic equipment , 2015 .

[67]  Kuldip Singh Sangwan,et al.  Closed loop supply chain network design and optimisation using fuzzy mixed integer linear programming model , 2014 .

[68]  Maozhu Jin,et al.  Robust environmental closed-loop supply chain design under uncertainty , 2015 .

[69]  Rajesh K. Singh,et al.  A literature review and perspectives in reverse logistics , 2015 .

[70]  Wei Deng Solvang,et al.  A general reverse logistics network design model for product reuse and recycling with environmental considerations , 2016 .

[71]  Lawrence V. Snyder,et al.  Facility location under uncertainty: a review , 2006 .

[72]  Nico Vandaele,et al.  Reverse logistics network design with stochastic lead times , 2007, Comput. Oper. Res..

[73]  Tzu-Li Chen,et al.  A particle swarm approach for optimizing a multi-stage closed loop supply chain for the solar cell industry , 2017 .

[74]  S. Nachiappan,et al.  Combined location and routing problems for designing the quality-dependent and multi-product reverse logistics network , 2014, J. Oper. Res. Soc..

[75]  Ramzy Kahhat,et al.  A reverse supply chain can enhance waste management programmes , 2013, Waste management & research : the journal of the International Solid Wastes and Public Cleansing Association, ISWA.

[76]  Ehsan Nikbakhsh,et al.  Robust closed-loop global supply chain network design under uncertainty: the case of the medical device industry , 2015 .

[77]  R. Tavakkoli-Moghaddam,et al.  Sustainable design of a closed-loop location-routing-inventory supply chain network under mixed uncertainty , 2016 .

[78]  Muthusamy Aravendan,et al.  Literature Review on Network Design Problems in Closed Loop and Reverse Supply Chains , 2014 .

[79]  Kannan Govindan,et al.  Supply chain network design under uncertainty: A comprehensive review and future research directions , 2017, Eur. J. Oper. Res..

[80]  Sai Ho Chung,et al.  Survey of Green Vehicle Routing Problem: Past and future trends , 2014, Expert Syst. Appl..

[81]  Zhuo Dai,et al.  Design of a dynamic closed-loop supply chain network using fuzzy bi-objective linear programming approach , 2017 .

[82]  Callie W. Babbitt,et al.  Economies of scale for future lithium-ion battery recycling infrastructure , 2014 .

[83]  Liesje De Boeck,et al.  Municipal Solid Waste Collection and Management Problems: A Literature Review , 2014, Transp. Sci..

[84]  Ni-Bin Chang,et al.  Strategic Planning of Recycling Drop-Off Stations and Collection Network by Multiobjective Programming , 1999, Environmental management.

[85]  Pierre Dejax,et al.  Sustainable supply chain network design: An optimization-oriented review☆ , 2015 .

[86]  Alessandro Persona,et al.  Sustainable SC through the complete reprocessing of end-of-life products by manufacturers: A traditional versus social responsibility company perspective , 2014, Eur. J. Oper. Res..

[87]  Z. Shen Integrated supply chain design models: a survey and future research directions , 2007 .

[88]  R. Srivastava,et al.  Production planning and control for remanufacturing: a state - of - the - art survey , 1999 .

[89]  Govindan Kannan,et al.  Issues in reverse supply chain, part III: classification and simple analysis , 2009 .

[90]  Thomas C. Kinnaman,et al.  The economics of municipal solid waste management. , 2009, Waste management.

[91]  J. M. Ponce-Ortega,et al.  Strategic Planning for Managing Municipal Solid Wastes with Consideration of Multiple Stakeholders , 2017 .

[92]  Ramin Sahamie,et al.  Review of research on closed loop supply chain management in the process industry , 2014 .

[93]  Ioannis Mallidis,et al.  Operations Research for green logistics - An overview of aspects, issues, contributions and challenges , 2011, Eur. J. Oper. Res..

[94]  Davor Svetinovic,et al.  An optimization model for product returns using genetic algorithms and artificial immune system , 2013 .

[95]  Horst A. Eiselt,et al.  Location analysis: A synthesis and survey , 2005, Eur. J. Oper. Res..

[96]  Ana Paula Barbosa-Póvoa,et al.  Design and Planning of Closed-Loop Supply Chains: A Risk-Averse Multistage Stochastic Approach , 2016 .

[97]  Erwin van der Laan,et al.  Quantitative models for reverse logistics: A review , 1997 .

[98]  Arezoo Entezaminia,et al.  A multi-objective model for multi-product multi-site aggregate production planning in a green supply chain: Considering collection and recycling centers , 2016 .

[99]  Selin Soner Kara,et al.  A stochastic optimization approach for paper recycling reverse logistics network design under uncertainty , 2010 .

[100]  Zhong Liu,et al.  Multi-objective optimization for a closed-loop network design problem using an improved genetic algorithm , 2017 .

[101]  Augusto Q. Novais,et al.  Addressing the uncertain quality and quantity of returns in closed-loop supply chains , 2012, Comput. Chem. Eng..

[102]  Gülçin Büyüközkan,et al.  Locating recycling facilities for IT-based electronic waste in Turkey , 2015 .

[103]  Maria Isabel Gomes,et al.  Modelling a recovery network for WEEE: a case study in Portugal. , 2011, Waste management.

[104]  Ahmad Makui,et al.  A Hybrid Approach to Solve a Model of Closed-Loop Supply Chain , 2015 .

[105]  J. D. Darbari,et al.  A multi-objective fuzzy mathematical approach for sustainable reverse supply chain configuration , 2017 .

[106]  Nico Vandaele,et al.  Multi-level reverse logistics network design under uncertainty , 2012 .

[107]  Mir Saman Pishvaee,et al.  A memetic algorithm for bi-objective integrated forward/reverse logistics network design , 2010, Comput. Oper. Res..

[108]  Mir Saman Pishvaee,et al.  A possibilistic programming approach for closed-loop supply chain network design under uncertainty , 2010, Fuzzy Sets Syst..

[109]  Naoko Tojo,et al.  Extended Producer Responsibility , 2013 .

[110]  Josefa Mula,et al.  Quantitative models for supply chain planning under uncertainty: a review , 2009 .

[111]  Vildan Özkir,et al.  Multi-objective optimization of closed-loop supply chains in uncertain environment , 2013 .

[112]  Vedat Verter,et al.  A Bi-Objective Model for the Used Oil Location-Routing Problem , 2014, Comput. Oper. Res..

[113]  João Miguel da Costa Sousa,et al.  Designing closed-loop supply chains with nonlinear dimensioning factors using ant colony optimization , 2015, Soft Comput..

[114]  Kannan Govindan,et al.  Reverse logistics network design and planning utilizing conditional value at risk , 2014, Eur. J. Oper. Res..

[115]  Samir K. Srivastava,et al.  Network design for reverse logistics , 2008 .

[116]  Samir K. Srivastava,et al.  Green Supply-Chain Management: A State-of-the-Art Literature Review , 2007 .

[117]  Hokey Min,et al.  Green supply chain research: past, present, and future , 2012, Logist. Res..

[118]  M Münster,et al.  Challenges when performing economic optimization of waste treatment: a review. , 2013, Waste management.

[119]  Hirokazu Kato,et al.  Determining optimal resource recycling boundary at regional level: A case study on Tokyo Metropolitan Area in Japan , 2014, Eur. J. Oper. Res..

[120]  M. Conceição Fonseca,et al.  A stochastic bi-objective location model for strategic reverse logistics , 2010 .

[121]  Adil Baykasoğlu,et al.  A fuzzy goal programming model to strategic planning problem of a lead/acid battery closed-loop supply chain , 2015 .

[122]  Hokey Min,et al.  Combined location-routing problems: A synthesis and future research directions , 1998, Eur. J. Oper. Res..

[123]  Mark S. Daskin,et al.  A Facility Location Model for Bidirectional Flows , 2007, Transp. Sci..

[124]  Abu Bakar Mahat,et al.  Integrated forward and reverse supply chain: A tire case study. , 2017, Waste management.

[125]  Shuo-Yan Chou,et al.  Optimizing reverse logistic costs for recycling end-of-life electrical and electronic products , 2012, Expert Syst. Appl..

[126]  G H Huang,et al.  A two-stage support-vector-regression optimization model for municipal solid waste management - a case study of Beijing, China. , 2011, Journal of environmental management.

[127]  Halit Üster,et al.  Closed-Loop Supply Chain Network Design Under Demand and Return Uncertainty , 2017, Transp. Sci..

[128]  Zhuo Dai,et al.  Bi-objective closed-loop supply chain network design with risks in a fuzzy environment , 2016 .

[129]  Tong Li,et al.  A Network Optimization Research for Product Returns Using Modified Plant Growth Simulation Algorithm , 2017, Sci. Program..

[130]  Mirko Vujosevic,et al.  A new integrated forward and reverse logistics model: A case study , 2016, Int. J. Comput. Intell. Syst..

[131]  Otto Rentz,et al.  Special Section: Closed-Loop Supply Chains: Practice and Potential: Closed-Loop Supply Chains for Spent Batteries , 2003, Interfaces.

[132]  Eren Özceylan Simultaneous optimization of closed- and open-loop supply chain networks with common components , 2016 .

[133]  Milorad Vidovic,et al.  A novel covering approach to positioning ELV collection points , 2011 .

[134]  Saman Hassanzadeh Amin,et al.  A three-stage model for closed-loop supply chain configuration under uncertainty , 2013 .

[135]  I-Hsuan Hong,et al.  Planning the e-Scrap Reverse Production System Under Uncertainty in the State of Georgia: A Case Study , 2006, IEEE Transactions on Electronics Packaging Manufacturing.

[136]  Samsung Lim,et al.  A mathematical model for the municipal solid waste location-routing problem with intermediate transfer stations , 2015, Australas. J. Inf. Syst..

[137]  Wei Deng Solvang,et al.  A Stochastic Programming Approach with Improved Multi-Criteria Scenario-Based Solution Method for Sustainable Reverse Logistics Design of Waste Electrical and Electronic Equipment (WEEE) , 2016 .

[138]  Yu-Chung Tsao,et al.  Optimizing fuzzy reverse supply chain for end-of-life vehicles , 2017, Comput. Ind. Eng..

[139]  Konstantinos Nikolopoulos,et al.  Supply chain forecasting: Theory, practice, their gap and the future , 2016, Eur. J. Oper. Res..

[140]  Eva Ponce Cueto,et al.  WasTE COllECTION vEHIClE R OUTINg PROblEm: lITERaTURE REvIEW , 2015 .

[141]  Kai-jun Zhou,et al.  Remanufacturing closed-loop supply chain network design based on genetic particle swarm optimization algorithm , 2012 .

[142]  Arvind,et al.  Perspectives in Reverse Supply Chain Management(R-SCM): A State of the Art Literature Review , 2012 .

[143]  Kannan Govindan,et al.  A review of reverse logistics and closed-loop supply chains: a Journal of Cleaner Production focus , 2017 .

[144]  Behrooz Karimi,et al.  Multi-period sustainable and integrated recycling network for municipal solid waste – A case study in Tehran , 2017 .

[145]  Augusto Q. Novais,et al.  An optimization model for the design of a capacitated multi-product reverse logistics network with uncertainty , 2007, Eur. J. Oper. Res..

[146]  William Sarache,et al.  Redesign of a sustainable reverse supply chain under uncertainty: A case study , 2017 .

[147]  Hamed Soleimani,et al.  A hybrid particle swarm optimization and genetic algorithm for closed-loop supply chain network design in large-scale networks , 2015 .

[148]  Daniel W. Steeneck,et al.  Pricing and production planning for reverse supply chain: a review , 2013 .

[149]  Sarah M. Ryan,et al.  Hybrid robust and stochastic optimization for closed-loop supply chain network design using accelerated Benders decomposition , 2016, Eur. J. Oper. Res..

[150]  P. J. Krantz,et al.  OFFICE PAPER RECYCLING: A FUNCTION OF CONTAINER PROXIMITY , 1994 .

[151]  Hamed Soleimani,et al.  Developing an ant colony approach for green closed-loop supply chain network design: a case study in gold industry , 2016 .

[152]  Alain Martel,et al.  The design of robust value-creating supply chain networks , 2010, Eur. J. Oper. Res..

[153]  J. Stock Development and implementation of reverse logistics programs , 1998 .

[154]  Sibel A. Alumur,et al.  Collection Center Location with Equity Considerations in Reverse Logistics Networks , 2014, INFOR Inf. Syst. Oper. Res..

[155]  Ali Husseinzadeh Kashan,et al.  Designing a Reverse Logistics Network for End-of-Life Vehicles Recovery , 2010 .

[156]  Zhuo Dai,et al.  Multi-objective fuzzy design of closed-loop supply chain network considering risks and environmental impact , 2016 .

[157]  T. T. Narendran,et al.  PRISM: PRIority based SiMulated annealing for a closed loop supply chain network design problem , 2013, Appl. Soft Comput..

[158]  Lei Xu,et al.  Advanced Cross-Entropy in Closed-Loop Supply Chain Planning , 2016 .

[159]  Behrooz Karimi,et al.  A multi-objective model for sustainable recycling of municipal solid waste , 2017, Waste management & research : the journal of the International Solid Wastes and Public Cleansing Association, ISWA.

[160]  A. Ramudhin,et al.  Design of sustainable supply chains under the emission trading scheme , 2012 .

[161]  Incineration of Municipal Solid Waste , 2007 .

[162]  Huseyin Selcuk Kilic,et al.  Reverse logistics system design for the waste of electrical and electronic equipment (WEEE) in Turkey , 2015 .

[163]  LikasiriChulin,et al.  Product distribution via a bi-level programming approach , 2016 .

[164]  L. Helsen,et al.  The crucial role of Waste-to-Energy technologies in enhanced landfill mining: a technology review , 2013 .

[165]  T. Drezner,et al.  Competitive supply chain network design: An overview of classifications, models, solution techniques and applications , 2014 .

[166]  Behnam Vahdani,et al.  An Optimization Model for Multi-objective Closed-loop Supply Chain Network under uncertainty: A Hybrid Fuzzy-stochastic Programming Method , 2015 .

[167]  Metin Turkay,et al.  Planning of capacity, production and inventory decisions in a generic reverse supply chain under uncertain demand and returns , 2014 .

[168]  Ioannis Giannikos,et al.  Developing an integrated solid waste management system in western Greece: a dynamic location analysis , 2009, Int. Trans. Oper. Res..

[169]  T. M. Chan,et al.  Development of RFID-based Reverse Logistics System , 2009, Expert Syst. Appl..

[170]  S. Selim,et al.  Multi-period planning of closed-loop supply chain with carbon policies under uncertainty , 2017 .

[171]  Sergio Rubio,et al.  Characteristics of the research on reverse logistics (1995–2005) , 2008 .

[172]  Mohsen Akbarpour Shirazi,et al.  A new multi-criteria scenario-based solution approach for stochastic forward/reverse supply chain network design , 2016, Ann. Oper. Res..

[173]  Sun Qiang,et al.  Robust reverse logistics network design for the waste of electrical and electronic equipment (WEEE) under recovery uncertainty. , 2016, Journal of environmental biology.

[174]  Antonio Massarutto,et al.  Economic aspects of thermal treatment of solid waste in a sustainable WM system. , 2015, Waste management.

[175]  A. Chaabane,et al.  Global reverse supply chain redesign for household plastic waste under the emission trading scheme , 2015 .

[176]  Yanhui Zhou,et al.  Designing a multi-echelon reverse logistics operation and network: A case study of office paper in Beijing , 2015 .

[177]  L. N. Van Wassenhove,et al.  Concurrent product and closed-loop supply chain design with an application to refrigerators , 2003 .

[178]  Kannan Govindan,et al.  A fuzzy multi-objective optimization model for sustainable reverse logistics network design , 2016 .

[179]  Mir Saman Pishvaee,et al.  Environmental supply chain network design using multi-objective fuzzy mathematical programming , 2012 .

[180]  Elif Akçali,et al.  Network design for reverse and closed-loop supply chains: An annotated bibliography of models and solution approaches , 2009 .

[181]  A. Barbosa‐Póvoa,et al.  Towards supply chain sustainability: economic, environmental and social design and planning , 2015 .

[182]  Ulrich Petschow,et al.  Municipal waste management in Germany , 2000 .

[183]  M. Talaei,et al.  A robust fuzzy optimization model for carbon-efficient closed-loop supply chain network design problem: a numerical illustration in electronics industry , 2016 .

[184]  Marc Salomon,et al.  Strategic Issues in Product Recovery Management , 1995 .

[185]  Marc Goetschalckx,et al.  Modeling and design of global logistics systems: A review of integrated strategic and tactical models and design algorithms , 2002, Eur. J. Oper. Res..

[186]  Saman Hassanzadeh Amin,et al.  A multi-objective facility location model for closed-loop supply chain network under uncertain demand and return , 2013 .

[187]  Maghsoud Amiri,et al.  Designing a multi-product multi-period supply chain network with reverse logistics and multiple objectives under uncertainty , 2017 .

[188]  Chandra Lalwani,et al.  Reverse logistics network design: a state-of-the-art literature review , 2009, Int. J. Bus. Perform. Supply Chain Model..

[189]  Hao Yu,et al.  A carbon-constrained stochastic optimization model with augmented multi-criteria scenario-based risk-averse solution for reverse logistics network design under uncertainty , 2017 .

[190]  O. Tang,et al.  Manufacturing facility location and sustainability: A literature review and research agenda , 2014 .

[191]  Joseph Sarkis,et al.  The impact of carbon pricing on a closed-loop supply chain: an Australian case study , 2013 .

[192]  Heijo Scharff,et al.  Landfill reduction experience in The Netherlands. , 2014, Waste management.

[193]  Saïd Salhi,et al.  Location-routing: Issues, models and methods , 2007, Eur. J. Oper. Res..

[194]  Reza Tavakkoli-Moghaddam,et al.  A robust design for a closed-loop supply chain network under an uncertain environment , 2013 .

[195]  Maghsud Solimanpur,et al.  An integrated supply chain configuration model and procurement management under uncertainty: A set-based robust optimization methodology , 2016 .

[196]  Michel Gendreau,et al.  Closed-loop supply chain network design under uncertain quality status: Case of durable products , 2017 .

[197]  Adil Baykasoğlu,et al.  A case-oriented approach to a lead/acid battery closed-loop supply chain network design under risk and uncertainty , 2015 .

[198]  Seda Yanik Ugurlu,et al.  A Novel Approach for Multi-Period Reverse Logistics Network Design under High Uncertainty , 2017, Int. J. Comput. Intell. Syst..

[199]  Ni-Bin Chang,et al.  Siting recycling drop-off stations in urban area by genetic algorithm-based fuzzy multiobjective nonlinear integer programming modeling , 2000, Fuzzy Sets Syst..

[200]  Kannan Govindan,et al.  Reverse logistics and closed-loop supply chain: A comprehensive review to explore the future , 2015, Eur. J. Oper. Res..

[201]  Kamran S. Moghaddam Fuzzy multi-objective model for supplier selection and order allocation in reverse logistics systems under supply and demand uncertainty , 2015, Expert Syst. Appl..

[202]  Daniel R Schneider,et al.  Recycling and incineration, contradiction or coexistence? , 2015, Waste management & research : the journal of the International Solid Wastes and Public Cleansing Association, ISWA.

[203]  Young Dae Ko,et al.  Efficient location and allocation strategies for undesirable facilities considering their fundamental properties , 2013, Comput. Ind. Eng..

[204]  Riccardo Manzini,et al.  On the design of closed-loop networks for product life cycle management: Economic, environmental and geography considerations , 2015 .

[205]  Ahmad Jafarian,et al.  Designing a sustainable closed-loop supply chain network based on triple bottom line approach: A comparison of metaheuristics hybridization techniques , 2014, Eur. J. Oper. Res..

[206]  Jiuping Xu,et al.  A bi-level model for location-allocation problem of construction & demolition waste management under fuzzy random environment , 2012 .

[207]  Susana Relvas,et al.  Design and planning of supply chains with integration of reverse logistics activities under demand uncertainty , 2013, Eur. J. Oper. Res..

[208]  Benita M. Beamon,et al.  Supply-chain network configuration for product recovery , 2004 .

[209]  Mitsuo Gen,et al.  A multi-objective hybrid genetic algorithm to minimize the total cost and delivery tardiness in a reverse logistics , 2013, Multimedia Tools and Applications.

[210]  Kamran S. Moghaddam Supplier selection and order allocation in closed-loop supply chain systems using hybrid Monte Carlo simulation and goal programming , 2015 .

[211]  Arezoo Entezaminia,et al.  Robust aggregate production planning in a green supply chain under uncertainty considering reverse logistics: a case study , 2017 .

[212]  P. Sasikumar,et al.  Issues in reverse supply chains, part I: end‐of‐life product recovery and inventory management – an overview , 2008 .

[213]  Behnam Vahdani,et al.  A bi-objective interval-stochastic robust optimization model for designing closed loop supply chain network with multi-priority queuing system , 2015 .

[214]  Guangming Li,et al.  The integrated design and optimization of a WEEE collection network in Shanghai, China , 2013, Waste management & research : the journal of the International Solid Wastes and Public Cleansing Association, ISWA.

[215]  Nidhal Rezg,et al.  Integration of logistics outsourcing decisions in a green supply chain design: A stochastic multi-objective multi-period multi-product programming model , 2016 .

[216]  Wuthichai Wongthatsanekorn,et al.  Reverse production system infrastructure design for electronic products in the state of Texas , 2012, Comput. Ind. Eng..

[217]  Augusto Q. Novais,et al.  A strategic and tactical model for closed-loop supply chains , 2009, OR Spectr..

[218]  Ehsan Nikbakhsh,et al.  Robust closed-loop supply chain network design for perishable goods in agile manufacturing under uncertainty , 2012 .

[219]  Nasrin Asgari,et al.  Multiple criteria facility location problems: A survey , 2010 .

[220]  Turan Paksoy,et al.  A mixed integer programming model for a closed-loop supply-chain network , 2013 .

[221]  D. Lerman,et al.  Effects of number and location of bins on plastic recycling at a university. , 2010, Journal of applied behavior analysis.

[222]  Douglas José Alem,et al.  Effective location models for sorting recyclables in public management , 2014, Eur. J. Oper. Res..

[223]  M. Fleischmann Erim Report Series Research in Management Reverse Logistics Network Structures and Design Bibliographic Data and Classifications , 2022 .

[224]  Govindan Kannan,et al.  Issues in reverse supply chains, part II: reverse distribution issues – an overview , 2008 .

[225]  Reza Tavakkoli-Moghaddam,et al.  Reliable design of a closed loop supply chain network under uncertainty: An interval fuzzy possibilistic chance-constrained model , 2013 .

[226]  Stefan Seuring,et al.  A review of modeling approaches for sustainable supply chain management , 2013, Decis. Support Syst..

[227]  Evi Hartmann,et al.  Robust sustainable bi-directional logistics network design under uncertainty , 2013 .

[228]  Supalin Saranwong,et al.  Product distribution via a bi-level programming approach: Algorithms and a case study in municipal waste system , 2016, Expert Syst. Appl..

[229]  Samira Keivanpour,et al.  End-of-life aircraft treatment in the context of sustainable development, lean management, and global business , 2017 .

[230]  Reza Zanjirani Farahani,et al.  A memetic algorithm for a multi-objective obnoxious waste location-routing problem: a case study , 2017, Ann. Oper. Res..

[231]  Emad Roghanian,et al.  An optimization model for reverse logistics network under stochastic environment by using genetic algorithm , 2014 .

[232]  Saeed Mansour,et al.  Simulation-based optimisation of a sustainable recovery network for Waste from Electrical and Electronic Equipment (WEEE) , 2013, Int. J. Comput. Integr. Manuf..

[233]  Adil Baykasoğlu,et al.  Designing an environmentally conscious tire closed-loop supply chain network with multiple recovery options using interactive fuzzy goal programming , 2015 .

[234]  Gülfem Tuzkaya,et al.  A methodology for the strategic design of reverse logistics networks and its application in the Turkish white goods industry , 2011 .

[235]  Abbas Mirakhorli,et al.  Fuzzy multi-objective optimization for closed loop logistics network design in bread-producing industries , 2014 .

[236]  Sérgio Fernando Mayerle,et al.  Designing minimum-cost recycling collection networks with required throughput , 2008 .

[237]  Kang-Dae Lee,et al.  INTEGRATED FORWARD AND REVERSE LOGISTICS MODEL : A CASE STUDY IN DISTILLING AND SALE COMPANY IN KOREA , 2012 .

[238]  P. C. Jha,et al.  Product recovery optimization in closed-loop supply chain to improve sustainability in manufacturing , 2016 .

[239]  Dušan Teodorović,et al.  Multi-objective modeling for determining location of undesirable facilities , 2004 .

[240]  Fariborz Jolai,et al.  Robust and reliable forward–reverse logistics network design under demand uncertainty and facility disruptions , 2014 .

[241]  Askiner Gungor,et al.  Issues in environmentally conscious manufacturing and product recovery: a survey , 1999 .

[242]  Shaligram Pokharel,et al.  Emission policies and their analysis for the design of hybrid and dedicated closed-loop supply chains , 2017 .

[243]  Nursel Öztürk,et al.  Network modeling for reverse flows of end-of-life vehicles. , 2015, Waste management.

[244]  Rasoul Shafaei,et al.  An integrated approach to solve a robust forward/reverse supply chain for short lifetime products , 2016, Comput. Ind. Eng..

[245]  Augusto Q. Novais,et al.  Simultaneous design and planning of supply chains with reverse flows: A generic modelling framework , 2010, Eur. J. Oper. Res..

[246]  Min Huang,et al.  A retailer oriented closed-loop supply chain network design for end of life construction machinery remanufacturing , 2016 .

[247]  Kannan Govindan,et al.  Forecasting return products in an integrated forward/reverse supply chain utilizing an ANFIS , 2014, Int. J. Appl. Math. Comput. Sci..

[248]  Angappa Gunasekaran,et al.  The design of a responsive sustainable supply chain network under uncertainty , 2015 .

[249]  Kannan Govindan,et al.  Fuzzy multi-objective sustainable and green closed-loop supply chain network design , 2017, Comput. Ind. Eng..

[250]  Reza Zanjirani Farahani,et al.  Competitive closed-loop supply chain network design with price-dependent demands , 2015 .

[251]  Neslihan Demirel,et al.  A mixed integer linear programming model to optimize reverse logistics activities of end-of-life vehicles in Turkey , 2016 .

[252]  Reza Tavakkoli-Moghaddam,et al.  Fuzzy Possibilistic Modeling for Closed Loop Recycling Collection Networks , 2012, Environmental Modeling & Assessment.