کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
478148 1446025 2014 6 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Stochastic preference analysis in numerical preference relations
ترجمه فارسی عنوان
تجزیه و تحلیل ترجیحات تصادفی در روابط عددی ترجیحی
کلمات کلیدی
تجزیه و تحلیل تصمیم گیری، رابطه ترجیح، روشهای تصادفی، شبیه سازی
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر علوم کامپیوتر (عمومی)
چکیده انگلیسی


• We present SPA as a new prioritization method for decision making.
• SPA can deal with NPRs which are characterized by probability distributions.
• SPA is carried out by Monte Carlo simulation that can produce reliable results.

Numerical preference relations (NPRs) consisting of numerical judgments can be considered as a general form of the existing preference relations, such as multiplicative preference relations (MPRs), fuzzy preference relations (FPRs), interval MPRs (IV-MPRs) and interval FPRs (IV-FPRs). On the basis of NPRs, we develop a stochastic preference analysis (SPA) method to aid the decision makers (DMs) in decision making. The numerical judgments in NPRs can also be characterized by different probability distributions in accordance with practice. By exploring the judgment space of NPRs, SPA produces several outcomes including the rank acceptability index, the expected priority vector, the expected rank and the confidence factor. The outcomes are obtained by Monte Carlo simulation with at least 95% confidence degree. Based on the outcomes, the DMs can choose some of them which they find most useful to make reliable decisions.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: European Journal of Operational Research - Volume 237, Issue 2, 1 September 2014, Pages 628–633
نویسندگان
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