کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
425757 685844 2006 7 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Numerical methods for computing SVD in the D-orthogonal group
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر نظریه محاسباتی و ریاضیات
پیش نمایش صفحه اول مقاله
Numerical methods for computing SVD in the D-orthogonal group
چکیده انگلیسی

In this paper, we consider the problem to compute a special kind of singular value decomposition of a square matrix A=UΣVA=UΣV, where U and V belong to the same D-orthogonal group, i.e. they are orthogonal with respect to a real diagonal orthogonal matrix D  , while ΣΣ is a real diagonal positive definite matrix. In this work, we propose an algebraic method and derive a continuous approach using the projected gradient technique. The differential systems given by the continuous approach are solved using a standard integration solver together with a projection technique obtained computing the D-orthogonal factor of the hyperbolic QR decomposition.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Future Generation Computer Systems - Volume 22, Issue 4, March 2006, Pages 423–429
نویسندگان
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