کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
10523289 956173 2005 19 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Similarity coefficient methods applied to the cell formation problem: a comparative investigation
موضوعات مرتبط
مهندسی و علوم پایه سایر رشته های مهندسی مهندسی صنعتی و تولید
پیش نمایش صفحه اول مقاله
Similarity coefficient methods applied to the cell formation problem: a comparative investigation
چکیده انگلیسی
Although many similarity coefficients have been proposed, very few comparative studies have been done to evaluate the performance of various similarity coefficients. In this paper, we compare the performance of 20 well-known similarity coefficients. Two hundred and fourteen numerical cell formation problems, which are selected from the literature or generated deliberately, are used for the comparative study. Nine performance measures are used for evaluating the goodness of cell formation solutions. Two characteristics, discriminability and stability of the similarity coefficients are tested under different data conditions. From the results, three similarity coefficients are found to be more discriminable. Jaccard is found to be the most stable similarity coefficient. Four similarity coefficients are not recommendable due to their poor performances.
ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Computers & Industrial Engineering - Volume 48, Issue 3, May 2005, Pages 471-489
نویسندگان
, ,