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Aliev, R. A., Guirimov, B. G., Huseynov, O. H., Aliyev, R. R.. (1400). A consistency-driven approach to construction of Z-number-valued pairwise comparison matrices. نشریه علمی دانشگاه سیستان و بلوچستان, 18(4), 37-49. doi: 10.22111/ijfs.2021.6175
R. A. Aliev; B. G. Guirimov; O. H. Huseynov; R. R. Aliyev. "A consistency-driven approach to construction of Z-number-valued pairwise comparison matrices". نشریه علمی دانشگاه سیستان و بلوچستان, 18, 4, 1400, 37-49. doi: 10.22111/ijfs.2021.6175
Aliev, R. A., Guirimov, B. G., Huseynov, O. H., Aliyev, R. R.. (1400). 'A consistency-driven approach to construction of Z-number-valued pairwise comparison matrices', نشریه علمی دانشگاه سیستان و بلوچستان, 18(4), pp. 37-49. doi: 10.22111/ijfs.2021.6175
Aliev, R. A., Guirimov, B. G., Huseynov, O. H., Aliyev, R. R.. A consistency-driven approach to construction of Z-number-valued pairwise comparison matrices. نشریه علمی دانشگاه سیستان و بلوچستان, 1400; 18(4): 37-49. doi: 10.22111/ijfs.2021.6175

A consistency-driven approach to construction of Z-number-valued pairwise comparison matrices

Iranian Journal of Fuzzy Systems
دوره 18، شماره 4، مهر و آبان 2021، صفحه 37-49  XML اصل مقاله (822.37 K)
نوع مقاله: Research Paper
شناسه دیجیتال (DOI): 10.22111/ijfs.2021.6175
نویسندگان
R. A. Aliev* 1؛ B. G. Guirimov2؛ O. H. Huseynov3؛ R. R. Aliyev3
1Joint MBA Program, Georgia State University, USA, Azerbaijan State Oil and Industry University, 20 Azadlig Ave., AZ1010 Baku, Azerbaijan
2State Oil Company of Azerbaijan Republic, SOCAR, SOCAR Tower, 121, H.Aliyev Ave., Baku, Azerbaijan, AZ 1029
3Research Laboratory of Intelligent Control and Decision Making Systems in Industry and Economics, Azerbaijan State Oil and Industry University, 20 Azadlig Ave., AZ1010, Baku, Azerbaijan
چکیده
The notion of consistency is used to estimate the quality of preference knowledge and its stability for reliable evaluation of decision alternatives. It is well-known that a set of strict consistency conditions are used to keep the rationality of preference intensities between compared elements. These requirements are not achievable in the real situations when decision maker has limited rationality and partially reliable preferences. In this study, we propose an approach to deriving consistency-driven preference degrees for such kind of situations. A preference degree is described by a Z-number to reflect imprecision and partial reliability of preference knowledge. An optimization problem with Z-number valued variables is used to formulate design of consistent preferences. A real-world decision making problem is considered to illustrate application of the proposed method and conduct comparison with an existing technique.
کلیدواژه‌ها
Z-number؛ Z-number-valued preference؛ decision making؛ pariwise comparison matrix؛ consistency
آمار
تعداد مشاهده مقاله: 108
تعداد دریافت فایل اصل مقاله: 166


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