optimCheck: Graphical and Numerical Checks for Mode-Finding Routines

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.

Package details

AuthorMartin Lysy [aut, cre]
MaintainerMartin Lysy <mlysy@uwaterloo.ca>
LicenseGPL-3
Version1.0.1
URL https://github.com/mlysy/optimCheck
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("optimCheck")

Try the optimCheck package in your browser

Any scripts or data that you put into this service are public.

optimCheck documentation built on Sept. 11, 2024, 6:31 p.m.