کد مقاله | کد نشریه | سال انتشار | مقاله انگلیسی | نسخه تمام متن |
---|---|---|---|---|
4943281 | 1437618 | 2017 | 12 صفحه PDF | دانلود رایگان |
عنوان انگلیسی مقاله ISI
Evidence combination rule with contrary support in the evidential reasoning approach
ترجمه فارسی عنوان
ترکیب شواهد با حمایت متضاد در رویکرد استدلال ادعایی
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کلمات کلیدی
استدلال اثبات شده، شواهد ترکیبی از قانون، حمایت متقابل، تصمیم گیری چند معیار، تلفیق اطلاعات،
موضوعات مرتبط
مهندسی و علوم پایه
مهندسی کامپیوتر
هوش مصنوعی
چکیده انگلیسی
Three aspects of problems such as reasonable weight constraint, cumulative weight effect and relative weight equivalence cannot be well reflected in the evidential reasoning (ER) approach. In order to solve the above problems, a contrary support is defined to restrict the degree influenced by the evidence to be combined in combination process. Then pair-weighted and cumulative pair-weighted discounting methods are presented to generate basic probability assignment (BPA) for evidence. Pair-wised and recursive combination rules are established to make combination with the BPA of evidence by orthogonal sum operation and several theorems such as relative weight equivalence are proved. A combination algorithm is proposed to solve multiple criteria decision making (MCDM) problems by integrating pignistic probability and expected utility with the established combination rules. Finally, an illustrative example is provided to demonstrate the applicability of the proposed combination rules and algorithm.
ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Expert Systems with Applications - Volume 88, 1 December 2017, Pages 193-204
Journal: Expert Systems with Applications - Volume 88, 1 December 2017, Pages 193-204
نویسندگان
Yuan-Wei Du, Ying-Ming Wang,