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development of a multi-period multi-attribute group decision-making method using type- 2 fuzzy set of linguistic variables
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نویسنده
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dehghani filabadi ali ,hesamian gholamreza
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منبع
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international journal of research in industrial engineering - 2021 - دوره : 10 - شماره : 2 - صفحه:138 -154
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چکیده
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Recently, fuzzy linguistic variables have gained a great deal of attention from researchers in many decision-making problems. in this problems, type-2 fuzzy sets have been used to better cover linguistic data uncertainty. however, many of research works in this regard have been performed in type-2 fuzzy domain and in static mode. since the decision-making problems in the real world usually fluctuate over time, so it needs to use decision making models in multi period of time. in the present research, a multi-period (dynamic) multi-attribute group decision-making (mpmadm) method is presented based on type-2 fuzzy sets where decision-making attributes are first expressed in linguistic terms and then incorporated, as interval type-2 fuzzy numbers, into problem solving where a new integrating operator called multi-period trapezoidal interval type-2 fuzzy number weighted arithmetic averaging (mptit2fnwa) is defined on type-2 interval fuzzy numbers to integrate decision-making information in multiple periods of time. once finished with explaining the proposed method, a numerical example is given to evaluate the proposed method in terms of effectiveness and applicability, with the results compared to those of other methods.
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کلیدواژه
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interval type-2 fuzzy sets ,linguistic variables ,multi-period trapezoidal interval type-2 fuzzy number weighted arithmetic operator ,multi-period multi-attribute group decision-making
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آدرس
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payame noor university, department of industrial engineering, iran, payame noor university, department of statistics, iran
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پست الکترونیکی
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gh.hesamian@pnu.ac.ir
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Authors
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