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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...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6603923/ https://www.ncbi.nlm.nih.gov/pubmed/31181784 http://dx.doi.org/10.3390/ijerph16112042 |
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author | Zhao, Jun Huang, Lixiang |
author_facet | Zhao, Jun Huang, Lixiang |
author_sort | Zhao, Jun |
collection | PubMed |
description | 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 [Formula: see text]-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. |
format | Online Article Text |
id | pubmed-6603923 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-66039232019-07-17 Multi-Period Network Design Problem in Regional Hazardous Waste Management Systems Zhao, Jun Huang, Lixiang Int J Environ Res Public Health Article 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 [Formula: see text]-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. MDPI 2019-06-08 2019-06 /pmc/articles/PMC6603923/ /pubmed/31181784 http://dx.doi.org/10.3390/ijerph16112042 Text en © 2019 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Zhao, Jun Huang, Lixiang Multi-Period Network Design Problem in Regional Hazardous Waste Management Systems |
title | Multi-Period Network Design Problem in Regional Hazardous Waste Management Systems |
title_full | Multi-Period Network Design Problem in Regional Hazardous Waste Management Systems |
title_fullStr | Multi-Period Network Design Problem in Regional Hazardous Waste Management Systems |
title_full_unstemmed | Multi-Period Network Design Problem in Regional Hazardous Waste Management Systems |
title_short | Multi-Period Network Design Problem in Regional Hazardous Waste Management Systems |
title_sort | multi-period network design problem in regional hazardous waste management systems |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6603923/ https://www.ncbi.nlm.nih.gov/pubmed/31181784 http://dx.doi.org/10.3390/ijerph16112042 |
work_keys_str_mv | AT zhaojun multiperiodnetworkdesignprobleminregionalhazardouswastemanagementsystems AT huanglixiang multiperiodnetworkdesignprobleminregionalhazardouswastemanagementsystems |