کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
13429114 1842330 2020 15 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Logit choice models for interactive attributes
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر هوش مصنوعی
پیش نمایش صفحه اول مقاله
Logit choice models for interactive attributes
چکیده انگلیسی
In multi attribute decision making (MADM), the choice of a decision-maker (DM) is often the result of an interplay between the DM's unique attitude, the utilities (specific to the DM) for the attributes, and the degree of positive (or negative) interaction among the attributes. Based on this conglomeration of information, we introduce a few choice models to give the probabilities for different possible choices of a DM. More specifically, the conventional multinomial logit (MNL) model is extended to consider the interaction among the attributes, and also the DM's unique attitudinal character. The usefulness of the proposed models is illustrated in a real world application.
ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Information Sciences - Volume 507, January 2020, Pages 298-312
نویسندگان
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