An extension of the codas method based on interval rough numbers for multi-criteria group decision making

• Authors: Regaieg Cherif Mouna , Moalla Frikha Hela
• Languages of publication: EN

Abstracts

EN

This study aims to develop a new Interval Rough COmbinative Distance-based Assessment (IR CODAS) method for handling multiple criteria group decision making problems using linguistic terms. A single decision maker is unable to express his opinions or preferences on multiple criteria decisions, while a Multi-Criteria Group Decision Making MCGDM process ensures successful outcomes when handling greater imprecision and vagueness information. A real-life case study of risk assessment is investigated using our proposed IR-CODAS method to test and validate its application; a sensitivity analysis is also performed.

Keywords

EN

Group decision making; Interval Rough Numbers; IR-CODAS method; Risk assessment

• Publisher: Uniwersytet Ekonomiczny w Katowicach
• Journal: Multiple Criteria Decision Making
• Year: 2021
• Volume: 16
• Pages: 23-43

Contributors

author

Regaieg Cherif Mouna

• Faculty of Economics Sciences and Management of Sfax

author

Moalla Frikha Hela

• Higher Institute of Industrial Management of Sfax

References

• He T., Zhang S., Wei G., Wang R., Wu J., Wei C. (2020), CODAS Method for 2-tuple Linguistic Pythagorean Fuzzy Multiple Attribute Group Decision Making and Its Application to Financial Management Performance Assessment, Technological and Economic, Development of Economy, 26(4), 920-932.
• Kao Y.-S., Nawata K., Huang C.-Y. (2019), Systemic Functions Evaluation Based Technological Innovation System for the Sustainability of IoT in the Manufacturing Industry, Sustainability, 11(8), 2342, https://doi.org/10.3390/su11082342.
• Keshavarz Ghorabaee M., Amiri M., Zavadskas E.K., Hooshmand R., Antucheviciene J. (2017), Fuzzy Extension of the CODAS Method for Multi-criteria Market Segment Evaluation, Journal of Business Economics and Management, 18, 1-19.
• Keshavarz Ghorabaee M., Zavadskas E.K., Turskis Z., Antucheviciene J. (2016), A New Combinative Distance-based Assessment (CODAS) Method for Multi-criteria Decision-making, Economic Computation & Economic Cybernetics Studies & Research, 50(3), 25-44.
• Lan J., Wu J., Guo Y., Wei C., Wei G., Gao H. (2021), CODAS Methods for Multiple Attribute Group Decision Making with Interval-valued Bipolar Uncertain Linguistic Information and Their Application to Risk Assessment of Chinese Enterprises’ Overseas Mergers and Acquisitions, Economic Research-Ekonomska Istraživanja, https://doi.org/10.1080/1331677X.2020.1868323.
• Lu H.W., Huang G.H., He L. (2011), An Inexact Rough-Interval Fuzzy Linear Programming Method for Generating Conjunctive Water-Allocation Strategies to Agricultural Irrigation Systems, Applied Mathematical Modelling, 35, 4330-4340.
• Niakan F., Vahdani B., Mohammadi M. (2015), A Multi-objective Optimization Model for Hub Network Design under Uncertainty: An Inexact Rough-interval Fuzzy Approach, Engineering Optimization, 47(12), 1670-1688.
• Pamucar D., Badi I., Sanja K., Obradovic R. (2018), A Novel Approach for the Selection of Power Generation Technology Using a Linguistic Neutrosophic CODAS Method: A Case Study in Libya, Energies, 11(9), 2489, https://doi.org/10.3390/en11092489.
• Pamucar D., Božanić D., Lukovac V., Komazec N. (2018), Normalized Weighted Geometric Bonferroni Mean Operator of Interval Rough Numbers − Application in Interval Rough DEMATEL-COPRAS Model, Facta Universitatis, Series: Mechanical Engineering, 16(2), 171-191.
• Pamucar D., Chatterjee K., Zavadskas E.K. (2019), Assessment of Third-party Logistics Provider Using Multi-criteria Decision-making Approach Based on Interval Rough Numbers, Computers & Industrial Engineering, 127, 383-407.
• Pamucar D., Edmundas S.Z., Zavadskas K. (2018), Integration of Interval Rough AHP and Interval Rough MABAC Methods for Evaluating University Web Pages, Appl. Soft Comput., 67, 141-163.
• Pamucar D., Mihajlovic M., Obradovic R., Atanaskovic P. (2017), Novel Approach to Group Multi-Criteria Decision Making Based on Interval Rough Numbers: Hybrid DEMATEL-ANP-MAIRCA Model, Expert Systems with Applications, 88, 58-80.
• Pamucar D., Petrovic I., Cirovic G. (2018), Modification of the Best-Worst and MABAC Methods: A Novel Approach Based on Interval-valued Fuzzy-rough Numbers, Expert Systems with Applications, 91, 89-106.
• Pawlak Z. (1982), Rough Sets, International Journal of Parallel Programming, 11, 341-356.
• Remadi F.D., Frikha H.M. (2020), The Triangular Intuitionistic Fuzzy Numbers CODAS Method for Solving Green Material Selection Problem, 2020 International Multi-Conference on Organization of Knowledge and Advanced Technologies (OCTA).
• Roy J., Das S., Kar S., Pamučar D. (2019), An Extension of the CODAS Approach Using Interval-Valued Intuitionistic Fuzzy Set for Sustainable Material Selection in Construction Projects with Incomplete Weight Information, Symmetry, 11, 393.
• Song W., Cao J. (2017), A Rough DEMATEL-based Approach for Evaluating Interaction between Requirements of Product-service System, Computers & Industrial Engineering, 110, 353-363.
• Song W., Ming X., Wu Z., Zhu B. (2014), A Rough TOPSIS Approach for Failure Mode and Effects Analysis in Uncertain Environments, Qual. Reliab. Eng. Int., 30, 473-486.
• Stevic ́ Ž., Pamucˇar D., Zavadskas E.K., C ́irovic ́ G., Prentkovskis O. (2017), The Selection of Wagons for the Internal Transport of a Logistics Company: A Novel Approach Based on Rough BWM and Rough SAW Methods, Symmetry, 9, 264.
• Wang J., Tang P. (2011), A Rough Random Multiple Criteria Decision-making Method Based on Interval Rough Operator, Control and Decision Making, 26(7), 1056-1059.
• Wang J.Q., Kuang J.J., Wang J., Zhang, H.Y. (2016), An Extended Outranking Approach to Rough Stochastic Multi-criteria Decision-making Problems, Cognitive Computation, 8(6), 1144-1160.
• Wang P., Wang J., Wei G., Wu J., Wei C., Wei Y. (2020), CODAS Method for Multiple Attribute Group Decision Making Under 2-Tuple Linguistic Neutrosophic Environment, Informatica, 31(1), 161-184.
• Yeni F.B., Özçelik G. (2019), Interval-Valued Atanassov Intuitionistic Fuzzy CODAS Method for Multi Criteria Group Decision Making Problems, Group Decision and Negotiation, 28, 433-452.
• Zhang Q., Xie Q., Wang G. (2016), A Survey on Rough Set Theory and Its Applications, CAAI Transactions on Intelligence Technology, 1(4), 323-333

Identifiers

ISSN

2084-1531