The conjugateGradient package

[Tags: bsd3, library]

Sparse matrix linear-equation solver, using the conjugate gradient algorithm. Note that the technique only applies to matrices that are symmetric and positive-definite. See http://en.wikipedia.org/wiki/Conjugate_gradient_method for details.

The conjugate gradient method can handle very large sparse matrices, where direct methods (such as LU decomposition) are way too expensive to be useful in practice. Such large sparse matrices arise naturally in many engineering problems, such as in ASIC placement algorithms and when solving partial differential equations.


Properties

Versions1.0, 1.1, 1.2, 1.3, 1.4, 2.0, 2.1, 2.2
Dependenciesbase (==4.*), containers (>=0.5), random
LicenseBSD3
CopyrightLevent Erkok, 2013
AuthorLevent Erkok
MaintainerLevent Erkok (erkokl@gmail.com)
StabilityExperimental
CategoryMath
Home pagehttp://github.com/LeventErkok/conjugateGradient
Bug trackerhttp://github.com/LeventErkok/conjugateGradient/issues
Source repositoryhead: git clone git://github.com/LeventErkok/conjugateGradient.git
Upload dateSat Apr 20 06:34:41 UTC 2013
Uploaded byLeventErkok
Downloads488 total (45 in last 30 days)

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