A hybrid approach based on ANP, ELECTRE and SIMANP metaheuristic method for outsourcing manufacturing procedures according to supply chain risks - Case study: A medical equipment manufacturer company in Iran

Nowadays enterprises should consider seeking to reduce the supply chain risks as a crucial part of their activities in order to improve their competitiveness in the international context. Choosing the suitable strategy in connection with assigning some parts of the production process to outside the...

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Main Authors: Hiwa Farughi, Sobhan Mostafayi
Format: Article
Language:English
Published: Growing Science 2017-01-01
Series:Decision Science Letters
Subjects:
Online Access:http://www.growingscience.com/dsl/Vol6/dsl_2016_19.pdf
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spelling doaj-3f872bd6d8cc45f393782680e311c5e12020-11-24T20:53:12ZengGrowing ScienceDecision Science Letters1929-58041929-58122017-01-0161779410.5267/j.dsl.2016.6.003A hybrid approach based on ANP, ELECTRE and SIMANP metaheuristic method for outsourcing manufacturing procedures according to supply chain risks - Case study: A medical equipment manufacturer company in IranHiwa Farughi Sobhan Mostafayi Nowadays enterprises should consider seeking to reduce the supply chain risks as a crucial part of their activities in order to improve their competitiveness in the international context. Choosing the suitable strategy in connection with assigning some parts of the production process to outside the organization is a complex multi-criteria decision making problem and it gets more complicated when supply chain risk factors as the factors to select the strategy as well as dependence and the close ties between these criteria also be considered. In this paper, after the identification of risks in the supply chain of a medical equipment manufacturer company, dependence and ties between criteria in line with choosing the best strategy among existing alternatives has been examined in the form of a combined ANP-ELECTRE method. This combined model is of high performance to give a solution to the problem considered in this paper. But given the complex and time consuming nature of the AHP and ELECTRE, in this study a meta-heuristic algorithm is developed called SIMANP that despite the simplicity of computing and high-speed, is good in the terms of precision and efficiency. The results of comparing SIMANP algorithm and the proposed ANP - ELECTRE method are presented at the end. http://www.growingscience.com/dsl/Vol6/dsl_2016_19.pdfSupply chain risksCombined multi criteria decision makingANP network analysis processELECTRE methodImprovement of manufacturing processesSIMANP metaheuristic algorithm
collection DOAJ
language English
format Article
sources DOAJ
author Hiwa Farughi
Sobhan Mostafayi
spellingShingle Hiwa Farughi
Sobhan Mostafayi
A hybrid approach based on ANP, ELECTRE and SIMANP metaheuristic method for outsourcing manufacturing procedures according to supply chain risks - Case study: A medical equipment manufacturer company in Iran
Decision Science Letters
Supply chain risks
Combined multi criteria decision making
ANP network analysis process
ELECTRE method
Improvement of manufacturing processes
SIMANP metaheuristic algorithm
author_facet Hiwa Farughi
Sobhan Mostafayi
author_sort Hiwa Farughi
title A hybrid approach based on ANP, ELECTRE and SIMANP metaheuristic method for outsourcing manufacturing procedures according to supply chain risks - Case study: A medical equipment manufacturer company in Iran
title_short A hybrid approach based on ANP, ELECTRE and SIMANP metaheuristic method for outsourcing manufacturing procedures according to supply chain risks - Case study: A medical equipment manufacturer company in Iran
title_full A hybrid approach based on ANP, ELECTRE and SIMANP metaheuristic method for outsourcing manufacturing procedures according to supply chain risks - Case study: A medical equipment manufacturer company in Iran
title_fullStr A hybrid approach based on ANP, ELECTRE and SIMANP metaheuristic method for outsourcing manufacturing procedures according to supply chain risks - Case study: A medical equipment manufacturer company in Iran
title_full_unstemmed A hybrid approach based on ANP, ELECTRE and SIMANP metaheuristic method for outsourcing manufacturing procedures according to supply chain risks - Case study: A medical equipment manufacturer company in Iran
title_sort hybrid approach based on anp, electre and simanp metaheuristic method for outsourcing manufacturing procedures according to supply chain risks - case study: a medical equipment manufacturer company in iran
publisher Growing Science
series Decision Science Letters
issn 1929-5804
1929-5812
publishDate 2017-01-01
description Nowadays enterprises should consider seeking to reduce the supply chain risks as a crucial part of their activities in order to improve their competitiveness in the international context. Choosing the suitable strategy in connection with assigning some parts of the production process to outside the organization is a complex multi-criteria decision making problem and it gets more complicated when supply chain risk factors as the factors to select the strategy as well as dependence and the close ties between these criteria also be considered. In this paper, after the identification of risks in the supply chain of a medical equipment manufacturer company, dependence and ties between criteria in line with choosing the best strategy among existing alternatives has been examined in the form of a combined ANP-ELECTRE method. This combined model is of high performance to give a solution to the problem considered in this paper. But given the complex and time consuming nature of the AHP and ELECTRE, in this study a meta-heuristic algorithm is developed called SIMANP that despite the simplicity of computing and high-speed, is good in the terms of precision and efficiency. The results of comparing SIMANP algorithm and the proposed ANP - ELECTRE method are presented at the end.
topic Supply chain risks
Combined multi criteria decision making
ANP network analysis process
ELECTRE method
Improvement of manufacturing processes
SIMANP metaheuristic algorithm
url http://www.growingscience.com/dsl/Vol6/dsl_2016_19.pdf
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