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https://issues.apache.org/jira/browse/MATH-842?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=13770593#comment-13770593
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Gilles commented on MATH-842:
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bq. [...] we should consider creating an Options object that bundles all solver 
related settings [...]

That furiously looks like the "OptimizationData" which you didn't like.

                
> Investigate why Bland's rule in Simplex Solver still creates cycles
> -------------------------------------------------------------------
>
>                 Key: MATH-842
>                 URL: https://issues.apache.org/jira/browse/MATH-842
>             Project: Commons Math
>          Issue Type: Improvement
>    Affects Versions: 3.1
>            Reporter: Thomas Neidhart
>            Assignee: Thomas Neidhart
>         Attachments: MATH-842.patch
>
>
> As a consequence of MATH-828, Bland's rule has been introduced to prevent 
> cycling. Now there are cases where cycles can still occur (see 
> testMath828Cycle in SimplexSolverTest). These cases have for now been solved 
> with a simple heuristic:
>  * after maxIterations / 2 -> ignore Bland's rule
> This issue has been created to further investigate the problem and come up 
> with a cleaner solution.

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