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https://issues.apache.org/jira/browse/MATH-599?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=13053291#comment-13053291
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Phil Steitz commented on MATH-599:
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Thanks for the patch!
Dennis: I agree with your comments on the current implementation, which IIRC
was designed to ensure bracketing and convergence. Excellent job on the
documentation for both the new classes and the change to SecantSolver. Now is
the time to fix this kind of thing (as we approach 3.0)
Gilles: diffs are generally preferred over tars / zips where possible. In this
case, the patch is fine. The only thing missing is the ID Keywords prop, which
I can add on commit.
Unless others have objections, I will apply the patch with minor mods only.
> Re-implementation of Secant-based root finding algorithms
> ---------------------------------------------------------
>
> Key: MATH-599
> URL: https://issues.apache.org/jira/browse/MATH-599
> Project: Commons Math
> Issue Type: Improvement
> Reporter: Dennis Hendriks
> Labels: documentation, patch
> Fix For: 3.0
>
> Attachments: secant-based-root-finding-algos.patch
>
>
> Apache Commons Math currently has a SecantSolver. It is unclear exactly what
> algorithm this solver implements. It states: "The algorithm is modified to
> maintain bracketing of a root by successive approximations. Because of forced
> bracketing, convergence may be slower than the unrestricted Secant algorithm.
> However, this implementation should in general outperform the Regula Falsi
> method." The Regula Falsi method is exactly the Secant method modified to
> maintain a bracketed solution. It is therefore unclear what other
> modifications were done to make it 'better' than the Regula Falsi method.
> Besides the Secant and Regula Falsi methods, several other Secant-based
> root-finding algorithms exist, such as the the Illinois method, and the
> Pegasus method. All 4 are well-known, publisched algorithms.
> I created a patch, which changes the following:
> - Removed SecantSolver root-finding algorithm.
> - Implemented new Secant-based root-finding algorithms: SecantSolver,
> RegulaFalsiSolver, IllinoisSolver, and PegasusSolver.
> - Introduced BracketedSolution interface and AllowedSolutions enumeration,
> to control allowed solutions (under-approximations and over-approximations)
> for bracketed root-finding algorithms. Implemented for RegulaFalsiSolver,
> IllinoisSolver, and PegasusSolver.
> - Fixed documentation of BaseUnivariateRealSolver.solve methods, such that
> documentation order of arguments matches the order of the actual arguments.
> Note that the original SecantSolver was removed, and replaced by a
> root-finding algorithm that actually implements the Secant root-finding
> algorithm. As such, existing code using the SecantSolver is not backwards
> compatible. That is, even though the new SecantSolver does implement the same
> interfaces, the root-finding solutions may differ. In particular, the new
> SecantSolver does not maintain a bracketed solution, and does not guarantee
> convergence.
> I added unit tests, and I did a build, including checkstyle checking. I did
> not fix all checkstyle warnings though, as I consider some of them false
> positives.
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