Multi-Period Network Design Problem in Regional Hazardous Waste Management Systems

The management of hazardous wastes in regions is required to design a multi-echelon network with multiple facilities including recycling, treatment and disposal centers servicing the transportation, recycling, treatment and disposal procedures of hazardous wastes and waste residues. The multi-period network design problem within is to determine the location of waste facilities and allocation/transportation of wastes/residues in each period during the planning horizon, such that the total cost and total risk in the location and transportation procedures are minimized. With consideration of the life cycle capacity of disposal centers, we formulate the problem as a bi-objective mixed integer linear programming model in which a unified modeling strategy is designed to describe the closing of existing waste facilities and the opening of new waste facilities. By exploiting the characteristics of the proposed model, an augmented ε-constraint algorithm is developed to solve the model and find highly qualified representative non-dominated solutions. Finally, computational results of a realistic case demonstrate that our algorithm can identify obviously distinct and uniformly distributed representative non-dominated solutions within reasonable time, revealing the trade-off between the total cost and total risk objectives efficiently. Meanwhile, the multi-period network design optimization is superior to the single-period optimization in terms of the objective quality.

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

[2]  George F. List,et al.  An Integrated Network/Planar Multiobjective Model for Routing and Siting for Hazardous Materials and Wastes , 1991, Transp. Sci..

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

[4]  Vedat Verter,et al.  Chapter 9 Hazardous Materials Transportation , 2007, Transportation.

[5]  Stefan Nickel,et al.  Multi-Period Facility Location , 2015 .

[6]  Ioannis Giannikos,et al.  A multiobjective programming model for locating treatment sites and routing hazardous wastes , 1998 .

[7]  Sai Hong Tang,et al.  A Mathematical Model for the Industrial Hazardous Waste Location-Routing Problem , 2013, J. Appl. Math..

[8]  M Abou Najm,et al.  An optimisation model for regional integrated solid waste management I. Model formulation , 2002, Waste management & research : the journal of the International Solid Wastes and Public Cleansing Association, ISWA.

[9]  Ulku Yetis,et al.  Hazardous waste management system design under population and environmental impact considerations. , 2017, Journal of environmental management.

[10]  M. El-Fadel,et al.  An optimisation model for regional integrated solid waste management II. Model application and sensitivity analyses , 2002, Waste management & research : the journal of the International Solid Wastes and Public Cleansing Association, ISWA.

[11]  Francesco Maffioli,et al.  Discrete facility location and routing of obnoxious activities , 2003, Discret. Appl. Math..

[12]  Michael Kuby,et al.  Proactive optimization of toxic waste transportation, location and technology , 1995 .

[13]  Arvind K. Nema,et al.  A strategic design approach for optimization of regional hazardous waste management systems , 1998 .

[14]  Udatta S. Palekar,et al.  Location Models with Routing Considerations for a Single Obnoxious Facility , 1993, Transp. Sci..

[15]  J. Current,et al.  A MODEL TO ASSESS RISK, EQUITY AND EFFICIENCY IN FACILITY LOCATION AND TRANSPORTATION OF HAZARDOUS MATERIALS. , 1995 .

[16]  L. Lasdon,et al.  On a bicriterion formation of the problems of integrated system identification and system optimization , 1971 .

[17]  MavrotasGeorge Effective implementation of the ε-constraint method in Multi-Objective Mathematical Programming problems , 2009 .

[18]  J. Shields,et al.  Hazardous waste management , 1990, Cell Biology and Toxicology.

[19]  Qiyuan Peng,et al.  Improved approaches to the network design problem in regional hazardous waste management systems , 2016 .

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

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

[22]  Abdulaziz S. Alidi An integer goal programming model for hazardous waste treatment and disposal , 1992 .

[23]  Masoud Rabbani,et al.  Using metaheuristic algorithms to solve a multi-objective industrial hazardous waste location-routing problem considering incompatible waste types , 2018 .

[24]  George L. Nemhauser,et al.  Handbooks in operations research and management science , 1989 .

[25]  Bahar Yetis Kara,et al.  Hazardous waste management problem: The case for incineration , 2007, Comput. Oper. Res..

[26]  Vahidreza Ghezavati,et al.  Application of a fuzzy service level constraint for solving a multi-objective location-routing problem for the industrial hazardous wastes , 2015, J. Intell. Fuzzy Syst..

[27]  Konstantinos G. Zografos,et al.  A Combined Location-Routing Model for Hazardous Waste Transportation and Disposal , 1989 .

[28]  Masoud Rabbani,et al.  A new multi-objective mathematical model for hazardous waste management considering social and environmental issues , 2018 .

[29]  Timothy L. Jacobs,et al.  SIMULTANEOUS ROUTING AND SITING FOR HAZARDOUS-WASTE OPERATIONS , 1994 .

[30]  George Mavrotas,et al.  An improved version of the augmented ε-constraint method (AUGMECON2) for finding the exact pareto set in multi-objective integer programming problems , 2013, Appl. Math. Comput..

[31]  Hokey Min,et al.  A MULTIOBJECTIVE MODEL FOR THE DYNAMIC LOCATION OF LANDFILLS , 1995 .

[32]  Ayyuce Aydemir-Karadag,et al.  A profit-oriented mathematical model for hazardous waste locating- routing problem , 2018, Journal of Cleaner Production.

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

[34]  Sibel A. Alumur,et al.  A new model for the hazardous waste location-routing problem , 2007, Comput. Oper. Res..

[35]  Jared L. Cohon,et al.  Simultaneous Siting and Routing in the Disposal of Hazardous Wastes , 1991, Transp. Sci..

[36]  Wei Deng Solvang,et al.  An Improved Multi-Objective Programming with Augmented ε-Constraint Method for Hazardous Waste Location-Routing Problems , 2016, International journal of environmental research and public health.

[37]  Jiahong Zhao,et al.  A multi-depot vehicle-routing model for the explosive waste recycling , 2016 .

[38]  Amitabh Kumar Srivastava,et al.  A multi-objective and multi-period location-allocation model for solid waste disposal facilities: a case study of Delhi, India , 2008 .

[39]  Arvind K. Nema,et al.  Optimization of regional hazardous waste management systems : an improved formulation , 1999 .