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https://issues.apache.org/jira/browse/MATH-581?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=13054801#comment-13054801
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Sébastien Brisard commented on MATH-581:
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# OK, I think I understand
# Formatting
** I'll fix that
** I agree, HTML is not designed for math formatting. Although I love LaTeX, I 
personally do not like much latex-to-html based stuff, because it leads to 
images embedded in a HTML page, with unmatched fonts, unmatched sizes, and so 
on. MathML is in my view just the way to go, it can lead to beautiful web 
pages. However, MathML works best with xhtml, and the default java doclet 
produces html pages... But there is a workaround, and I've implemented a 
Javadoc taglet to have mathML in a javadoc page. It works with thunderbird, and 
extension to other browsers should not be too much of a problem. However, it 
requires to declare all formulas in a separate file, which can be considered as 
tiresome (but do remember that MathML is *very* verbose anyway, and it would 
completely mess your java file). I've also recently stumbled upon 
[MathJax|http://www.mathjax.org/] which seems great (Math stack exchange seems 
to be using it), but I've never tested it myself. Anyway, you're very welcome 
to my (very simple) taglet if you want to give it a try.
# I'm aware of the {{getData}} method, but there is no requirement that it 
returns a shallow copy (indeed there is no requirement that an 
{{AbstractRealVector}} be backed by a {{double[]}}, so again, I cannot 
guarantee that the exception would return a reference to the offending vector: 
sometimes it would, sometimes it would not. That's the reason I chose the 
consistent deep-copy option, and called the corresponding method 
{{copyOffendingVector}} since deep-copy *is* guaranteed. That's really open for 
discussion, though.

> Support for iterative linear solvers
> ------------------------------------
>
>                 Key: MATH-581
>                 URL: https://issues.apache.org/jira/browse/MATH-581
>             Project: Commons Math
>          Issue Type: New Feature
>    Affects Versions: 3.0, Nightly Builds
>            Reporter: Sébastien Brisard
>              Labels: iterative, linear, solver
>         Attachments: MATH-581-01.patch, linearoperator.zip
>
>
> Dear all,
> this issue has already been discussed on the forum. The idea is to implement 
> the most popular linear iterative solvers (CG, SYMMLQ, etc...) in 
> commons-math. The beauty of these solvers is that they do not need direct 
> access to the coefficients of the matrix, only matrix-vector products are 
> necessary. This is goof, as sometimes it is inetficient to store the 
> coefficients of the matrix.
> So basically, before implementing the iterative solvers, we need to define an 
> interface slightly more general than a matrix, namely LinearOperator, with 
> only one basic operation: matrix-vector product.
> Here are a few interfaces and abstract classes that do that. Nothing fancy 
> yet, I just wanted to have you advice on the implementation before I commit 
> some solvers.
> I thought these classes could go in a package 
> org.apache.commons.math.linearoperator, but really, I haven't got a clue...
> Best regards,
> Sebastien

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