کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
7540715 1489042 2018 13 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
A method for risky multiple attribute decision making considering regret and rejoicing of the decision maker
ترجمه فارسی عنوان
یک روش برای تصمیم گیری چند ویژگی خطرناک با در نظر گرفتن پشیمانی و خوشحالی از تصمیم گیرنده
کلمات کلیدی
موضوعات مرتبط
مهندسی و علوم پایه سایر رشته های مهندسی مهندسی صنعتی و تولید
چکیده انگلیسی
In practical risky multiple attribute decision making (RMADM) problems, the decision maker (DM) usually considers the anticipated regret and rejoicing in the decision process. This is the potential psychological behavior of the DM, that can influence the decision result, but it has not received extensive attention from existing RMADM methods. The purpose of this paper is to develop a method for solving RMADM problems by considering the regret and rejoicing of the DM. In this paper, the outcomes of alternatives concerning attributes are in three different formats (crisp numbers, fuzzy numbers and random variables), which are unified into the format of random variables with cumulative distribution functions. Then, by measuring the superior and inferior values in the comparison of the two cumulative distribution functions, the regret and rejoicing values in the pairwise comparisons of alternatives are calculated. Furthermore, according to regret theory, the utility for each alternative is calculated, which considers the regret and rejoicing effects of all the other alternatives. Based on the utility values, a ranking of alternatives is determined. Finally, an illustrative example of the selection of a new product development project is given, and a comparison analysis between our proposed method and the existing methods is presented to verify the validity and feasibility of the proposed method.
ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Computers & Industrial Engineering - Volume 124, October 2018, Pages 422-434
نویسندگان
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