DDogleg Numerics 0.2

Java based, high performance numeric library

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LICENSE TYPE:
Apache 
FILE SIZE:
279 KB
USER RATING:
UNRATED
  0.0/5
DEVELOPED BY:
Peter Abeles
CATEGORY:
Home \ Development \ Libraries
DDogleg Numerics is a handy Java library for non-linear optimization that comes with robust model fitting, polynomial root finding, sorting, and more.

Algorithm list:
·Unconstrained minimization: Quasi-Newton BFGS, linear search More94 (MINPACK-2), line search Fletcher 86
·Unconstrained least-squares: Levenberg-Marquardt, Levenberg, and trust-region (dogleg)
·Polynomial root finding: Sturm sequence, Eigenvalue Decomposition, and iterative root refinement.
·Robust Model Fitting: RANSAC, LMedS, and some strange one.
·Nearest Neighbor: Exhaustive, K-D Trees, Best-Bin-First K-D Trees, Random Forest
·Sorting: Shell Sort, Quick Sort, and Quick Select.
·Combinatorics: All combinations and permutations of a set.
·Arithmetic: Complex and Polynomial.

Last updated on February 19th, 2013

Runs on: Mac OS X (-)

requirements

#numerics library #java library #development library #numerics #library #java #develop

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