3
votes
1answer
70 views

I want to study Numerical linear algebra [closed]

Would you like to recommend a book to me? the proof is explicit and easy to understand is preferred.
1
vote
1answer
106 views

numerical linear algebra 101

since I'm a programmer and I need linear algebra, I'm starting considering how to teach myself a little of numerical linear algebra, not really optimize things right from the start, but I would like ...
1
vote
0answers
158 views

About the Generalized singular value decomposition (GSVD).

I have studied about Singular value decomposition (SVD) and had solved few numerical examples to understand SVD. Now I am studying Generalized singular value decomposition (GSVD). I followed this ...
2
votes
3answers
143 views

On integral of a function over a simplex

Help w/the following general calculation and references would be appreciated. Let $ABC$ be a triangle in the plane. Then for any linear function of two variables $u$. $$ \int_{\triangle}|\nabla ...
3
votes
1answer
110 views

About iterative refinement to the solution of the linear equations

I want to know what is iterative refinement for improving the solution to the linear equations? How they improve solutions and what are the various techniques for the iterative refinements? Any ...
3
votes
1answer
78 views

Low-Rank Approximations Book

I am looking for a source (book, online book, etc..) where I can find the theory behind low-rank approximations of matrices. In particular, I am interested in low-rank approximations used in ...
5
votes
6answers
1k views

A book for self-study of matrix decompositions

I am a third year math student and I noticed that there are many uses for decomposing a matrix (I mean decompositions like SVD, LU etc'). Is there a good book for self-study of the subject ? Note ...
4
votes
3answers
517 views

Books for Numerical linear algebra

I'am looking for some books for studying Numerical linear algebra methods. It could be on english or russian ​​languages, and Maple or Matlab examples preferable, but it also can be C/C++/Formal code. ...
1
vote
0answers
55 views

formulas for exact values of singular values in low dimension?

Are there formulas for the singular values of a real matrix in low dimension, i.e. for a $2 \times 2$ matrix or a $2 \times 3$ matrix? Any comment is welcome.
1
vote
0answers
74 views

Looking for a specific paper not available electronically

not really sure that it is the right place to post, but I'll give it a go. I really would love to have a look to this technical report J.G. Lewis, Algorithms for Sparse Matrix Eigenvalue Problems, ...