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https://issues.apache.org/jira/browse/MATH-1026?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=13774547#comment-13774547
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Gilles commented on MATH-1026:
------------------------------

Thanks.

bq. What do I need to do to move this forward?

This is a very interesting starting point, but we must think further about a 
few issues:

# Enumerate here all the questions which you asked in the code (cf "// TODO" 
marks).
# There seems to be a design problem:
In "OptimizationProblem", the accessor methods are not all on the same footing; 
some create fresh ("Incrementor") objects, but the "ConvergenceChecker" is a 
reference to an object created externally (and we discussed that those could 
carry state).
Actually, I find it strange that the concepts of allowed number of 
"evaluations" and "iterations" are part of the "problem" and not the 
"optimizer".
# The counting is done explicitly in "LevenbergMarquardtOptimizer" whereas it 
seems that the "counting option" should be enabled through a call to 
"countEvaluations" in "LeastSquaresFactory".
I'd suggest that instead of an "Incrementor" argument, that method be passed 
the argument currently used in "AbstractOptimizationProblem".
# "LeastSquaresProblemImpl": in CM, we avoid using the suffix "Impl".
Either it is intended that several implementations can exist (and those should 
bear a name that make their specifics explicit), or there will only ever be one 
implementation, and (we concluded that) it is better to use a concrete 
(abstract) class rather than an interface.
# I would avoid to "import" inner classes. I think that code is easier to read 
when one can readily distinguish where one should look for the definition of an 
object.
# Your comment in "AbstractEvaluation" says it is designed for extension, yet 
the class is package-private.
# Class "DenseWeightedEvaluation" has no associated unit tests.

                
> Separate Optimization Problem from Algorithm
> --------------------------------------------
>
>                 Key: MATH-1026
>                 URL: https://issues.apache.org/jira/browse/MATH-1026
>             Project: Commons Math
>          Issue Type: Improvement
>            Reporter: Evan Ward
>         Attachments: opt.tar.gz, opt.tar.gz
>
>
> See discussion on the mailing list starting with: 
> http://www.mail-archive.com/[email protected]/msg39681.html

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