Cargando…

An Optimization Model for Expired Drug Recycling Logistics Networks and Government Subsidy Policy Design Based on Tri-level Programming

In order to recycle and dispose of all people’s expired drugs, the government should design a subsidy policy to stimulate users to return their expired drugs, and drug-stores should take the responsibility of recycling expired drugs, in other words, to be recycling stations. For this purpose it is n...

Descripción completa

Detalles Bibliográficos
Autores principales: Huang, Hui, Li, Yuyu, Huang, Bo, Pi, Xing
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2015
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4515688/
https://www.ncbi.nlm.nih.gov/pubmed/26184252
http://dx.doi.org/10.3390/ijerph120707738
_version_ 1782382955625185280
author Huang, Hui
Li, Yuyu
Huang, Bo
Pi, Xing
author_facet Huang, Hui
Li, Yuyu
Huang, Bo
Pi, Xing
author_sort Huang, Hui
collection PubMed
description In order to recycle and dispose of all people’s expired drugs, the government should design a subsidy policy to stimulate users to return their expired drugs, and drug-stores should take the responsibility of recycling expired drugs, in other words, to be recycling stations. For this purpose it is necessary for the government to select the right recycling stations and treatment stations to optimize the expired drug recycling logistics network and minimize the total costs of recycling and disposal. This paper establishes a tri-level programming model to study how the government can optimize an expired drug recycling logistics network and the appropriate subsidy policies. Furthermore, a Hybrid Genetic Simulated Annealing Algorithm (HGSAA) is proposed to search for the optimal solution of the model. An experiment is discussed to illustrate the good quality of the recycling logistics network and government subsides obtained by the HGSAA. The HGSAA is proven to have the ability to converge on the global optimal solution, and to act as an effective algorithm for solving the optimization problem of expired drug recycling logistics network and government subsidies.
format Online
Article
Text
id pubmed-4515688
institution National Center for Biotechnology Information
language English
publishDate 2015
publisher MDPI
record_format MEDLINE/PubMed
spelling pubmed-45156882015-07-28 An Optimization Model for Expired Drug Recycling Logistics Networks and Government Subsidy Policy Design Based on Tri-level Programming Huang, Hui Li, Yuyu Huang, Bo Pi, Xing Int J Environ Res Public Health Article In order to recycle and dispose of all people’s expired drugs, the government should design a subsidy policy to stimulate users to return their expired drugs, and drug-stores should take the responsibility of recycling expired drugs, in other words, to be recycling stations. For this purpose it is necessary for the government to select the right recycling stations and treatment stations to optimize the expired drug recycling logistics network and minimize the total costs of recycling and disposal. This paper establishes a tri-level programming model to study how the government can optimize an expired drug recycling logistics network and the appropriate subsidy policies. Furthermore, a Hybrid Genetic Simulated Annealing Algorithm (HGSAA) is proposed to search for the optimal solution of the model. An experiment is discussed to illustrate the good quality of the recycling logistics network and government subsides obtained by the HGSAA. The HGSAA is proven to have the ability to converge on the global optimal solution, and to act as an effective algorithm for solving the optimization problem of expired drug recycling logistics network and government subsidies. MDPI 2015-07-09 2015-07 /pmc/articles/PMC4515688/ /pubmed/26184252 http://dx.doi.org/10.3390/ijerph120707738 Text en © 2015 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 license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Huang, Hui
Li, Yuyu
Huang, Bo
Pi, Xing
An Optimization Model for Expired Drug Recycling Logistics Networks and Government Subsidy Policy Design Based on Tri-level Programming
title An Optimization Model for Expired Drug Recycling Logistics Networks and Government Subsidy Policy Design Based on Tri-level Programming
title_full An Optimization Model for Expired Drug Recycling Logistics Networks and Government Subsidy Policy Design Based on Tri-level Programming
title_fullStr An Optimization Model for Expired Drug Recycling Logistics Networks and Government Subsidy Policy Design Based on Tri-level Programming
title_full_unstemmed An Optimization Model for Expired Drug Recycling Logistics Networks and Government Subsidy Policy Design Based on Tri-level Programming
title_short An Optimization Model for Expired Drug Recycling Logistics Networks and Government Subsidy Policy Design Based on Tri-level Programming
title_sort optimization model for expired drug recycling logistics networks and government subsidy policy design based on tri-level programming
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4515688/
https://www.ncbi.nlm.nih.gov/pubmed/26184252
http://dx.doi.org/10.3390/ijerph120707738
work_keys_str_mv AT huanghui anoptimizationmodelforexpireddrugrecyclinglogisticsnetworksandgovernmentsubsidypolicydesignbasedontrilevelprogramming
AT liyuyu anoptimizationmodelforexpireddrugrecyclinglogisticsnetworksandgovernmentsubsidypolicydesignbasedontrilevelprogramming
AT huangbo anoptimizationmodelforexpireddrugrecyclinglogisticsnetworksandgovernmentsubsidypolicydesignbasedontrilevelprogramming
AT pixing anoptimizationmodelforexpireddrugrecyclinglogisticsnetworksandgovernmentsubsidypolicydesignbasedontrilevelprogramming
AT huanghui optimizationmodelforexpireddrugrecyclinglogisticsnetworksandgovernmentsubsidypolicydesignbasedontrilevelprogramming
AT liyuyu optimizationmodelforexpireddrugrecyclinglogisticsnetworksandgovernmentsubsidypolicydesignbasedontrilevelprogramming
AT huangbo optimizationmodelforexpireddrugrecyclinglogisticsnetworksandgovernmentsubsidypolicydesignbasedontrilevelprogramming
AT pixing optimizationmodelforexpireddrugrecyclinglogisticsnetworksandgovernmentsubsidypolicydesignbasedontrilevelprogramming