# The levmar package

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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## Properties

Versions | 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 |
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Change log | None available |

Dependencies | base (>=3 && <4.6), base-unicode-symbols (>=0.1.1 && <0.3), bindings-levmar (==1.1.*), hmatrix (>=0.12 && <0.14), vector (>=0.8 && <0.10) [details] |

License | BSD3 |

Copyright | (c) 2009 - 2012 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> |

Stability | experimental |

Category | Numerical, Math |

Home page | https://github.com/basvandijk/levmar |

Bug tracker | https://github.com/basvandijk/levmar/issues |

Source repository | head: git clone git://github.com/basvandijk/levmar.git |

Uploaded | Sat Feb 11 16:37:34 UTC 2012 by BasVanDijk |

Distributions | NixOS:1.2.1.5 |

Downloads | 2172 total (100 in last 30 days) |

Votes | |

Status | Docs uploaded by user Build status unknown [no reports yet] |

## Modules

*Numeric*

[Index]

## Downloads

- levmar-1.2.1.tar.gz [browse] (Cabal source package)
- Package description (included in the package)

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