کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
481024 1446156 2009 13 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Technical diagnostic of a fleet of vehicles using rough set theory
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر علوم کامپیوتر (عمومی)
پیش نمایش صفحه اول مقاله
Technical diagnostic of a fleet of vehicles using rough set theory
چکیده انگلیسی

The paper presents a process of technical diagnostic applied to a fleet of vehicles utilized in the delivery system of express mail. It is focused on evaluation of diagnostic capacity of particular characteristics, reduction of a set of initially selected characteristics to a minimal and satisfactory subset, recognition of a technical condition of vehicles resulting in their condition-based classification. In addition, the decision rules facilitating technical diagnostic and management of a fleet of vehicles are generated and utilized. N-fold cross validation is applied to estimate the efficiency of the decision rules. The rough set theory is applied to support the diagnostic process of vehicles. Classical rough set (CRS) theory is compared with the dominance-based rough set (DRS) approach. The results of computational experiments for both approaches are compared.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: European Journal of Operational Research - Volume 193, Issue 3, 16 March 2009, Pages 891–903
نویسندگان
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