levmar: An implementation of the Levenberg-Marquardt algorithm
The Levenberg-Marquardt algorithm is an iterative technique that finds a local minimum of a function that is expressed as the sum of squares of nonlinear functions. It has become a standard technique for nonlinear least-squares problems and can be thought of as a combination of steepest descent and the Gauss-Newton method. When the current solution is far from the correct one, the algorithm behaves like a steepest descent method: slow, but guaranteed to converge. When the current solution is close to the correct solution, it becomes a Gauss-Newton method.
Optional box- and linear constraints can be given. Both single and double precision floating point types are supported.
The actual algorithm is implemented in a C library which is bundled
with bindings-levmar which this package depends on. See:
http://www.ics.forth.gr/~lourakis/levmar/.
A note regarding the license:
This library depends on bindings-levmar which is bundled together
with a C library which falls under the GPL. Please be aware of this
when distributing programs linked with this library. For details see
the description and license of bindings-levmar.
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| Versions [RSS] | 0.1, 0.2, 0.2.1, 0.3, 1.0, 1.1, 1.1.0.1, 1.2, 1.2.0.1, 1.2.1, 1.2.1.1, 1.2.1.2, 1.2.1.3, 1.2.1.4, 1.2.1.5, 1.2.1.6, 1.2.1.7, 1.2.1.8 |
|---|---|
| Dependencies | base (>=3 && <4.4), base-unicode-symbols (>=0.1.1 && <0.3), bindings-levmar (>=1.0 && <1.1), hmatrix (>=0.11 && <0.12), vector (>=0.7 && <0.8) [details] |
| License | BSD-3-Clause |
| Copyright | (c) 2009 - 2011 Roel van Dijk & Bas van Dijk |
| Author | Roel van Dijk <vandijk.roel@gmail.com> Bas van Dijk <v.dijk.bas@gmail.com> |
| Maintainer | Roel van Dijk <vandijk.roel@gmail.com> Bas van Dijk <v.dijk.bas@gmail.com> |
| Category | Numerical, Math |
| Home page | https://github.com/basvandijk/levmar/ |
| Bug tracker | https://github.com/basvandijk/levmar/issues |
| Source repo | head: git clone git://github.com/basvandijk/levmar.git |
| Uploaded | by BasVanDijk at 2011-05-18T08:22:21Z |
| Distributions | |
| Reverse Dependencies | 2 direct, 0 indirect [details] |
| Downloads | 13829 total (94 in the last 30 days) |
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