کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
4960408 1446479 2017 7 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Decision process in MCDM with large number of criteria and heterogeneous risk preferences
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر علوم کامپیوتر (عمومی)
پیش نمایش صفحه اول مقاله
Decision process in MCDM with large number of criteria and heterogeneous risk preferences
چکیده انگلیسی

A new decision process is proposed to address the challenge that a large number criteria in the multi-criteria decision making (MCDM) problem and the decision makers with heterogeneous risk preferences. First, from the perspective of objective data, the effective criteria are extracted based on the similarity relations between criterion values and the criteria are weighted, respectively. Second, the corresponding types of theoretic model of risk preferences expectations will be built, based on the possibility and similarity between criterion values to solve the problem for different interval numbers with the same expectation. Then, the risk preferences (Risk-seeking, risk-neutral and risk-aversion) will be embedded in the decision process. Later, the optimal decision object is selected according to the risk preferences of decision makers based on the corresponding theoretic model. Finally, a new algorithm of information aggregation model is proposed based on fairness maximization of decision results for the group decision, considering the coexistence of decision makers with heterogeneous risk preferences. The scientific rationality verification of this new method is given through the analysis of real case.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Operations Research Perspectives - Volume 4, 2017, Pages 106-112
نویسندگان
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