R Development Page
Contributed R Packages
Below is a list of all packages provided by project Optimization and solving packages.
Important note for package
binaries: R-Forge provides these binaries only for
the most recent version of R, but not for older
versions. In order to successfully install the
packages provided on R-Forge, you have to switch
to the most recent version of R or, alternatively,
install from the package sources (.tar.gz).
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BB | Solving and Optimizing Large-Scale Nonlinear Systems
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Barzilai-Borwein spectral methods for solving nonlinear
system of equations, and for optimizing nonlinear objective
functions subject to simple constraints. A tutorial style
introduction to this package is available in a vignette on the
CRAN download page or, when the package is loaded in an R
session, with vignette("BB"). |
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Version: 2019.10-1 |
Last change: 2019-10-17 20:43:10+02 |
Rev.: 1844 |
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Download:
 (.tar.gz) |
 (.zip) |
Build status: Current | Stable Release: Get BB 2019.10-1 from CRAN |
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R install command:
install.packages("BB", repos="http://R-Forge.R-project.org") |
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GNE | Computation of Generalized Nash Equilibria
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Compute standard and generalized Nash Equilibria of non-cooperative games.
Optimization methods available are nonsmooth reformulation, fixed-point formulation,
minimization problem and constrained-equation reformulation.
See e.g. Kanzow and Facchinei (2010), . |
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Version: 0.99-6 |
Last change: 2023-03-31 09:26:36+02 |
Rev.: 1919 |
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Download:
(.tar.gz) |
(.zip) |
Build status: Current | Stable Release: Get GNE 0.99-5 from CRAN |
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R install command:
install.packages("GNE", repos="http://R-Forge.R-project.org") |
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GPArotation | GPA Factor Rotation
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Gradient Projection Algorithm Rotation for Factor Analysis. See ?GPArotation.Intro for more details. |
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Version: 2015.7-1 |
Last change: 2021-04-17 16:40:28+02 |
Rev.: 1884 |
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Download:
(.tar.gz) |
(.zip) |
Build status: Current | Stable Release: Get GPArotation 2024.3-1 from CRAN |
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R install command:
install.packages("GPArotation", repos="http://R-Forge.R-project.org") |
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NISTO | Nonlinear least squares and function minimization examples from NIST
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Datasets for testing nonlinear regression routines. Version of 2009-02-10
redated to build on R-forge. Originally packaged: 2009-08-03 by John C. Nash. |
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Version: 2016-10-26 |
Last change: 2017-11-23 15:16:05+01 |
Rev.: 1650 |
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Download:
(.tar.gz) |
(.zip) |
Build status: Failed to build |
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R install command:
install.packages("NISTO", repos="http://R-Forge.R-project.org") |
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NISTopt | Nonlinear least squares examples from NIST in form of functions for optim() and optimx()
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Datasets for testing nonlinear regression routines. Version of 2009-02-10
redated to build on R-forge. |
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Version: 2016-10-26 |
Last change: 2017-10-10 04:36:30+02 |
Rev.: 1648 |
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Download:
(.tar.gz) |
(.zip) |
Build status: Failed to build |
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R install command:
install.packages("NISTopt", repos="http://R-Forge.R-project.org") |
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Rcgmin | Conjugate Gradient Minimization of Nonlinear Functions with Box Constraints
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Conjugate gradient minimization of nonlinear functions with box constraints using Dai/Yuan update. |
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Version: 2022-4.30 |
Last change: 2022-05-11 01:44:30+02 |
Rev.: 1893 |
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Download:
(.tar.gz) |
(.zip) |
Build status: Current | Stable Release: Get Rcgmin 2022-4.30 from CRAN |
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R install command:
install.packages("Rcgmin", repos="http://R-Forge.R-project.org") |
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Roptanimation | Experimental development of visualization of optimization
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Provides R code to animate the current polygon for which the largest
area is desired subject to vertices of the polygon no further than 1 unit
apart while the optimization is taking place. The code or ideas are
intended to be transferred to other packages once working. |
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Version: 2016-11.30 |
Last change: 2018-01-30 20:12:13+01 |
Rev.: 1676 |
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Download:
(.tar.gz) |
(.zip) |
Build status: Failed to build |
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R install command:
install.packages("Roptanimation", repos="http://R-Forge.R-project.org") |
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Rtnmin | Truncated Newton Function Minimization with Bounds Constraints
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Truncated Newton function minimization with bounds constraints
based on the Matlab/Octave codes of Stephen Nash. |
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Version: 2018-3.28 |
Last change: 2018-03-29 20:09:29+02 |
Rev.: 1718 |
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Download:
(.tar.gz) |
(.zip) |
Build status: Current | Stable Release: Get Rtnmin 2016-7.7 from CRAN |
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R install command:
install.packages("Rtnmin", repos="http://R-Forge.R-project.org") |
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Rvmmin | Variable Metric Nonlinear Function Minimization
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Variable metric nonlinear function minimization with bounds constraints. |
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Version: 2018-11.8 |
Last change: 2018-11-13 16:04:45+01 |
Rev.: 1774 |
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Download:
(.tar.gz) |
(.zip) |
Build status: Current | Stable Release: Get Rvmmin 2018-4.17.1 from CRAN |
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R install command:
install.packages("Rvmmin", repos="http://R-Forge.R-project.org") |
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SQUAREM | Squared extrapolation methods for accelerating fixed-point iterations
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Algorithms for accelerating the convergence of slow, monotone sequences from smooth, contraction mapping such as the EM algorithm. It can be used to accelerate any smooth, linearly convergent acceleration scheme. A tutorial style introduction to this package is available in a vignette on the CRAN download page or, when the package is loaded in an R
session, with vignette("SQUAREM"). |
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Version: 2010.9-1 |
Last change: 2012-04-05 02:08:44+02 |
Rev.: 590 |
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Download:
(.tar.gz) |
(.zip) |
Build status: Current | Stable Release: Get SQUAREM 2021.1 from CRAN |
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R install command:
install.packages("SQUAREM", repos="http://R-Forge.R-project.org") |
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alabama | Constrained nonlinear optimization
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Augmented Lagrangian Adaptive Barrier Minimization Algorithm for optimizing smooth nonlinear objective functions with constraints. Linear or nonlinear equality and inequality constraints are allowed. |
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Version: 2010.7-1 |
Last change: 2010-08-12 20:55:51+02 |
Rev.: 376 |
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Download:
(.tar.gz) |
(.zip) |
Build status: Current | Stable Release: Get alabama 2023.1.0 from CRAN |
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R install command:
install.packages("alabama", repos="http://R-Forge.R-project.org") |
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dfoptim | Derivative-free Optimization
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Derivative-Free optimization algorithms. These algorithms
do not require gradient information. More importantly, they can
be used to solve non-smooth optimization problems. |
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Version: 2013.9-24 |
Last change: 2013-09-26 19:42:55+02 |
Rev.: 773 |
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Download:
(.tar.gz) |
(.zip) |
Build status: Current | Stable Release: Get dfoptim 2023.1.0 from CRAN |
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R install command:
install.packages("dfoptim", repos="http://R-Forge.R-project.org") |
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gloptim | Global Optimization Wrapper to Call a Variety of Solvers
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Allows various global optimization methods to be applied to
problems through a unified calling syntax. |
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Version: 2017.06-16 |
Last change: 2018-03-18 17:04:52+01 |
Rev.: 1684 |
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Download:
(.tar.gz) |
(.zip) |
Build status: Failed to build |
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R install command:
install.packages("gloptim", repos="http://R-Forge.R-project.org") |
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gradmin | General Gradient Approach for Function Minimization
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Gradient minimization methods have a wide variety of
motivations and methods. This package attempts to provide a way
to explore these ideas fairly easily. There is no specific effort
to provide a high performance, but rather to allow the different
approaches to be compared. |
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Version: 2017-4.17 |
Last change: 2017-10-10 04:36:30+02 |
Rev.: 1648 |
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Download:
(.tar.gz) |
(.zip) |
Build status: Failed to build |
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R install command:
install.packages("gradmin", repos="http://R-Forge.R-project.org") |
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minqa | Derivative-free optimization algorithms by quadratic approximation
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Derivative-free optimization by quadratic approximation based
on an interface to Fortran implementations by M. J. D. Powell. |
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Version: 1.2.1 |
Last change: 2018-08-29 18:15:53+02 |
Rev.: 1766 |
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Download:
(.tar.gz) |
(.zip) |
Build status: Current | Stable Release: Get minqa 1.2.6 from CRAN |
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R install command:
install.packages("minqa", repos="http://R-Forge.R-project.org") |
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nltestprob | Nonlinear Least Squares, Equations and Function Minimization Tests
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Structured tests for nonlinear least squares, nonlinear equations,
and nonlinear function minimization problems. |
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Version: 2016-10-26 |
Last change: 2017-11-22 18:52:08+01 |
Rev.: 1649 |
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Download:
(.tar.gz) |
(.zip) |
Build status: Failed to build |
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R install command:
install.packages("nltestprob", repos="http://R-Forge.R-project.org") |
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numDeriv | Accurate Numerical Derivatives
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Methods for calculating (usually) accurate
numerical first and second order derivatives. Accurate calculations
are done using Richardsons extrapolation or, when applicable, a
complex step derivative is available. A simple difference
method is also provided. Simple difference is (usually) less accurate
but is much quicker than Richardsons extrapolation and provides a
useful cross-check.
Methods are provided for real scalar and vector valued functions. |
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Version: 2022.9-1 |
Last change: 2022-09-27 22:51:03+02 |
Rev.: 1909 |
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Download:
(.tar.gz) |
(.zip) |
Build status: Current | Stable Release: Get numDeriv 2016.8-1.1 from CRAN |
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R install command:
install.packages("numDeriv", repos="http://R-Forge.R-project.org") |
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rootoned | Roots of one-dimensional functions in R-only code
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Roots of one-dimensional functions in R-only code. Redated for R-forge.
Minor fix in 2018 to avoid zero-divide. |
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Version: 2018-8.28 |
Last change: 2020-08-01 04:12:14+02 |
Rev.: 1867 |
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Download:
(.tar.gz) |
(.zip) |
Build status: Current |
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R install command:
install.packages("rootoned", repos="http://R-Forge.R-project.org") |
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Build status codes
0 - Current: the package is available for download. The corresponding package passed checks on the Linux and Windows platform without ERRORs.
1 - Scheduled for build: the package has been recognized by the build system and provided in the staging area.
2 - Building: the package has been sent to the build machines. It will be built and checked using the latest patched version of R. Note that it is included in a batch of several packages. Thus, this process will take some time to finish.
3 - Failed to build: the package failed to build or did not pass the checks on the Linux and/or Windows platform. It is not made available since it does not meet the policies.
4 - Conflicts: two or more packages of the same name exist. None of them will be built. Maintainers are asked to negotiate further actions.
5 - Offline: the package is not available. The build system may be offline or the package maintainer did not trigger a rebuild (done e.g., via committing to the package repository).
If your package is not shown on this page or not building, then check the build system status report.
