A complex proportional assessment method for group decision making in an interval-valued intuitionistic fuzzy environment
Multi-criteria decision making is an implicational field that concerns with selecting or designing the best scenarios among a finite set of scenarios based on a finite set of criteria. Different methods and techniques for handling this issue have been proposed. Complex proportional assessment is an...
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doaj-776ff200036c4eb79632799cc66cb3d22021-07-02T05:57:22ZengVilnius Gediminas Technical UniversityTechnological and Economic Development of Economy2029-49132029-49212013-04-0119110.3846/20294913.2012.762953A complex proportional assessment method for group decision making in an interval-valued intuitionistic fuzzy environmentSeyed Hossein Razavi Hajiagha0Shide Sadat Hashemi1Edmundas Kazimieras Zavadskas2Institute for Trade Studies and Research, Sheibani Alley, North Jamalzade Ave., Tehran, IranInstitute for Trade Studies and Research, Sheibani Alley, North Jamalzade Ave., Tehran, IranFaculty of Civil Engineering, Vilnius Gediminas Technical University, Sauletekio al. 11, LT-10223Vilnius, Lithuania Multi-criteria decision making is an implicational field that concerns with selecting or designing the best scenarios among a finite set of scenarios based on a finite set of criteria. Different methods and techniques for handling this issue have been proposed. Complex proportional assessment is an analytical tool for solving multi-criteria decision making problems. Originally, the COPRAS method has been developed for decision making under a deterministic environment. Since uncertainty is an unavoidable property of decision making due to a lack of knowledge, this paper suggests an extended form of the COPRAS method used for group decision making problems in an uncertain environment where such uncertainty is captured through a generalized form of fuzzy sets - the so called interval valued intuitionistic fuzzy sets. An algorithmic scheme for the COPRAS-IVIF method has been introduced thus examining its application with reference to two numerical examples. It seems that the recommended framework of COPRAS-IVIF can be satisfactorily implemented in decision making problems under ambiguous and ill-defined conditions. https://journals.vgtu.lt/index.php/TEDE/article/view/4229multiple criteria decision makinguncertaintyCOPRASinterval valued intuitionistic fuzzy sets |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Seyed Hossein Razavi Hajiagha Shide Sadat Hashemi Edmundas Kazimieras Zavadskas |
spellingShingle |
Seyed Hossein Razavi Hajiagha Shide Sadat Hashemi Edmundas Kazimieras Zavadskas A complex proportional assessment method for group decision making in an interval-valued intuitionistic fuzzy environment Technological and Economic Development of Economy multiple criteria decision making uncertainty COPRAS interval valued intuitionistic fuzzy sets |
author_facet |
Seyed Hossein Razavi Hajiagha Shide Sadat Hashemi Edmundas Kazimieras Zavadskas |
author_sort |
Seyed Hossein Razavi Hajiagha |
title |
A complex proportional assessment method for group decision making in an interval-valued intuitionistic fuzzy environment |
title_short |
A complex proportional assessment method for group decision making in an interval-valued intuitionistic fuzzy environment |
title_full |
A complex proportional assessment method for group decision making in an interval-valued intuitionistic fuzzy environment |
title_fullStr |
A complex proportional assessment method for group decision making in an interval-valued intuitionistic fuzzy environment |
title_full_unstemmed |
A complex proportional assessment method for group decision making in an interval-valued intuitionistic fuzzy environment |
title_sort |
complex proportional assessment method for group decision making in an interval-valued intuitionistic fuzzy environment |
publisher |
Vilnius Gediminas Technical University |
series |
Technological and Economic Development of Economy |
issn |
2029-4913 2029-4921 |
publishDate |
2013-04-01 |
description |
Multi-criteria decision making is an implicational field that concerns with selecting or designing the best scenarios among a finite set of scenarios based on a finite set of criteria. Different methods and techniques for handling this issue have been proposed. Complex proportional assessment is an analytical tool for solving multi-criteria decision making problems. Originally, the COPRAS method has been developed for decision making under a deterministic environment. Since uncertainty is an unavoidable property of decision making due to a lack of knowledge, this paper suggests an extended form of the COPRAS method used for group decision making problems in an uncertain environment where such uncertainty is captured through a generalized form of fuzzy sets - the so called interval valued intuitionistic fuzzy sets. An algorithmic scheme for the COPRAS-IVIF method has been introduced thus examining its application with reference to two numerical examples. It seems that the recommended framework of COPRAS-IVIF can be satisfactorily implemented in decision making problems under ambiguous and ill-defined conditions.
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topic |
multiple criteria decision making uncertainty COPRAS interval valued intuitionistic fuzzy sets |
url |
https://journals.vgtu.lt/index.php/TEDE/article/view/4229 |
work_keys_str_mv |
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