Fuzzy analytic network process based multi criteria decision making methodology for a family automobile purchasing decision

Nowadays, in parallel with the advancing technology, automobiles that have substantially advanced technological properties are being manufactured. Intended uses of the automobiles have been changing in our days in contrast to 1960s when automobiles were only used for transportation. Consumers, in ou...

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Main Authors: Yesim Yayla, A., Yildiz, A.
Format: Article
Language:English
Published: Stellenbosch University 2013-08-01
Series:South African Journal of Industrial Engineering
Subjects:
Online Access:http://sajie.journals.ac.za/pub/article/view/569
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author Yesim Yayla, A.
Yildiz, A.
author_facet Yesim Yayla, A.
Yildiz, A.
author_sort Yesim Yayla, A.
collection DOAJ
description Nowadays, in parallel with the advancing technology, automobiles that have substantially advanced technological properties are being manufactured. Intended uses of the automobiles have been changing in our days in contrast to 1960s when automobiles were only used for transportation. Consumers, in our day and age, expect profoundly different properties from an automobile. In this context, more than one criterion become effective on making decision on purchasing an automobile that has the required properties. In such a kind of decision problem, making use of Multi Criteria Decision Making (MCDM) methods will ease the solution of the problem and will enable the decision makers to make right decisions. In this study, fuzzy Analytic Network Process (ANP) method, one of the MCDM methods, is used in automobile purchasing decision making. After determining decision criteria and alternatives, network structure of the automobile selection decision problem is formed, and by using fuzzy ANP method, the best one is selected among three alternative automobiles that are in the same segment and are very approximate to each other in terms of their properties and prices.
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spelling doaj.art-9c5eba8b1e244b349d6a8c017e93dbef2022-12-21T18:51:54ZengStellenbosch UniversitySouth African Journal of Industrial Engineering1012-277X2224-78902013-08-0124216718010.7166/24-2-569Fuzzy analytic network process based multi criteria decision making methodology for a family automobile purchasing decisionYesim Yayla, A.0Yildiz, A.1Marmara UniversityAmasya UniversityNowadays, in parallel with the advancing technology, automobiles that have substantially advanced technological properties are being manufactured. Intended uses of the automobiles have been changing in our days in contrast to 1960s when automobiles were only used for transportation. Consumers, in our day and age, expect profoundly different properties from an automobile. In this context, more than one criterion become effective on making decision on purchasing an automobile that has the required properties. In such a kind of decision problem, making use of Multi Criteria Decision Making (MCDM) methods will ease the solution of the problem and will enable the decision makers to make right decisions. In this study, fuzzy Analytic Network Process (ANP) method, one of the MCDM methods, is used in automobile purchasing decision making. After determining decision criteria and alternatives, network structure of the automobile selection decision problem is formed, and by using fuzzy ANP method, the best one is selected among three alternative automobiles that are in the same segment and are very approximate to each other in terms of their properties and prices.http://sajie.journals.ac.za/pub/article/view/569Multi-criteria decision making methodsfuzzy ANPfamily automobile purchasing decision
spellingShingle Yesim Yayla, A.
Yildiz, A.
Fuzzy analytic network process based multi criteria decision making methodology for a family automobile purchasing decision
South African Journal of Industrial Engineering
Multi-criteria decision making methods
fuzzy ANP
family automobile purchasing decision
title Fuzzy analytic network process based multi criteria decision making methodology for a family automobile purchasing decision
title_full Fuzzy analytic network process based multi criteria decision making methodology for a family automobile purchasing decision
title_fullStr Fuzzy analytic network process based multi criteria decision making methodology for a family automobile purchasing decision
title_full_unstemmed Fuzzy analytic network process based multi criteria decision making methodology for a family automobile purchasing decision
title_short Fuzzy analytic network process based multi criteria decision making methodology for a family automobile purchasing decision
title_sort fuzzy analytic network process based multi criteria decision making methodology for a family automobile purchasing decision
topic Multi-criteria decision making methods
fuzzy ANP
family automobile purchasing decision
url http://sajie.journals.ac.za/pub/article/view/569
work_keys_str_mv AT yesimyaylaa fuzzyanalyticnetworkprocessbasedmulticriteriadecisionmakingmethodologyforafamilyautomobilepurchasingdecision
AT yildiza fuzzyanalyticnetworkprocessbasedmulticriteriadecisionmakingmethodologyforafamilyautomobilepurchasingdecision