کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
390839 661308 2009 11 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Construction of aggregation functions from data using linear programming
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر هوش مصنوعی
پیش نمایش صفحه اول مقاله
Construction of aggregation functions from data using linear programming
چکیده انگلیسی

This article examines the construction of aggregation functions from data by minimizing the least absolute deviation criterion. We formulate various instances of such problems as linear programming problems. We consider the cases in which the data are provided as intervals, and the outputs ordering needs to be preserved, and show that linear programming formulation is valid for such cases. This feature is very valuable in practice, since the standard simplex method can be used.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Fuzzy Sets and Systems - Volume 160, Issue 1, 1 January 2009, Pages 65-75