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optimCheck  

Graphical and Numerical Checks for Mode-Finding Routines
View on CRAN: Click here


Download and install optimCheck package within the R console
Install from CRAN:
install.packages("optimCheck")

Install from Github:
library("remotes")
install_github("cran/optimCheck")

Install by package version:
library("remotes")
install_version("optimCheck", "1.0.1")



Attach the package and use:
library("optimCheck")
Maintained by
Martin Lysy
[Scholar Profile | Author Map]
First Published: 2019-10-09
Latest Update: 2019-10-09
Description:
Tools for checking that the output of an optimization algorithm is indeed at a local mode of the objective function. This is accomplished graphically by calculating all one-dimensional "projection plots" of the objective function, i.e., varying each input variable one at a time with all other elements of the potential solution being fixed. The numerical values in these plots can be readily extracted for the purpose of automated and systematic unit-testing of optimization routines.
How to cite:
Martin Lysy (2019). optimCheck: Graphical and Numerical Checks for Mode-Finding Routines. R package version 1.0.1, https://cran.r-project.org/web/packages/optimCheck. Accessed 09 Apr. 2025.
Previous versions and publish date:
1.0 (2019-10-09 10:40)
Other packages that cited optimCheck R package
View optimCheck citation profile
Other R packages that optimCheck depends, imports, suggests or enhances
Complete documentation for optimCheck
Functions, R codes and Examples using the optimCheck R package
Some associated functions: diff.optcheck . optimCheck . optim_proj . optim_refit . plot.optproj . print.optcheck . summary.optproj . summary.optrefit . 
Some associated R codes: diff.optcheck.R . optimCheck-package.R . optim_proj.R . optim_refit.R . plot.optproj.R . print.optcheck.R . summary.optproj.R . summary.optrefit.R .  Full optimCheck package functions and examples
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