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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 |
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Author | Martin Lysy [aut, cre] |
Maintainer | Martin Lysy <mlysy@uwaterloo.ca> |
License | GPL-3 |
Version | 1.0.1 |
URL | https://github.com/mlysy/optimCheck |
Package repository | View on CRAN |
Installation |
Install the latest version of this package by entering the following in R:
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