این سایت در حال حاضر پشتیبانی نمی شود و امکان دارد داده های نشریات بروز نباشند
Iranian Journal of Fuzzy Systems، جلد ۹، شماره ۱، صفحات ۱۲۱-۱۴۰
عنوان فارسی FUZZY LINEAR REGRESSION BASED ON LEAST ABSOLUTES DEVIATIONS
چکیده فارسی مقاله This study is an investigation of fuzzy linear regression model for
crisp/fuzzy input and fuzzy output data. A least absolutes deviations approach
to construct such a model is developed by introducing and applying a new
metric on the space of fuzzy numbers. The proposed approach, which can deal
with both symmetric and non-symmetric fuzzy observations, is compared with
several existing models by three goodness of t criteria. Three well-known
data sets including two small data sets as well as a large data set are employed
for such comparisons.
کلیدواژه‌های فارسی مقاله Fuzzy regression، Least absolutes deviations، Metric on fuzzy numbers، Similarity measure، Goodness of fit،
عنوان انگلیسی FUZZY LINEAR REGRESSION BASED ON LEAST ABSOLUTES DEVIATIONS
چکیده انگلیسی مقاله This study is an investigation of fuzzy linear regression model for
crisp/fuzzy input and fuzzy output data. A least absolutes deviations approach
to construct such a model is developed by introducing and applying a new
metric on the space of fuzzy numbers. The proposed approach, which can deal
with both symmetric and non-symmetric fuzzy observations, is compared with
several existing models by three goodness of t criteria. Three well-known
data sets including two small data sets as well as a large data set are employed
for such comparisons.
کلیدواژه‌های انگلیسی مقاله Fuzzy regression, Least absolutes deviations, Metric on fuzzy numbers, Similarity measure, Goodness of fit
نویسندگان مقاله S. M. Taheri |
Department of Mathematical Sciences, Isfahan University of Technology, Isfahan 84156-83111, Iran and Department of Statistics, School of Mathematical Sciences, Ferdowsi University of Mashhad, Mashhad, Iran

M. Kelkinnama |
Department of Mathematical Sciences, Isfahan University of Technology, Isfahan 84156-83111, Iran

نشانی اینترنتی http://ijfs.usb.ac.ir/article_230_d59e96e289e06159aecc01cdcd61a9dd.pdf
فایل مقاله فایلی برای مقاله ذخیره نشده است
کد مقاله (doi)
زبان مقاله منتشر شده en
موضوعات مقاله منتشر شده
نوع مقاله منتشر شده
برگشت به: صفحه اول پایگاه   |   نسخه مرتبط   |   نشریه مرتبط   |   فهرست نشریات