کد مقاله | کد نشریه | سال انتشار | مقاله انگلیسی | نسخه تمام متن |
---|---|---|---|---|
4638232 | 1631999 | 2016 | 9 صفحه PDF | دانلود رایگان |
عنوان انگلیسی مقاله ISI
A flexible condition number for weighted linear least squares problem and its statistical estimation
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کلمات کلیدی
موضوعات مرتبط
مهندسی و علوم پایه
ریاضیات
ریاضیات کاربردی
پیش نمایش صفحه اول مقاله
![عکس صفحه اول مقاله: A flexible condition number for weighted linear least squares problem and its statistical estimation A flexible condition number for weighted linear least squares problem and its statistical estimation](/preview/png/4638232.png)
چکیده انگلیسی
In this paper, we mainly focus on the derivation of a flexible condition number for weighted linear least squares problem and its estimation. With Fréchet derivative and Kronecker product, the explicit expression of the condition number is obtained. When the coefficient matrices are large and dense, considering the difficulties of explicitly forming the expression of condition number in computer, we also present its simplified form through a simple and easy to operate method. Two different condition estimation methods are introduced, and the numerical experiments are also performed to show the efficiency of the condition estimators.
ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Journal of Computational and Applied Mathematics - Volume 292, 15 January 2016, Pages 320–328
Journal: Journal of Computational and Applied Mathematics - Volume 292, 15 January 2016, Pages 320–328
نویسندگان
Hu Yang, Shaoxin Wang,