checkLowerSmallerThanUpper

is a vector that defines the lower boundary of search space. This determines also the dimensionality of the problem.

lower

is a vector that defines the upper boundary of search space.

upper

Check if lower actually contains smaller values than upper. Otherwise a warning is generated.

internal

A set of tools for model-based optimization and tuning of
algorithms (hyperparameter tuning respectively hyperparameter optimization). It includes surrogate models, optimizers, and design of experiment
approaches. The main interface is spot, which uses sequentially updated
surrogate models for the purpose of efficient optimization. The main goal is
to ease the burden of objective function evaluations, when a single evaluation
requires a significant amount of resources.

Thomas Bartz-Beielstein

SPOT

Sequential Parameter Optimization Toolbox

Martin Zaefferer

Frederik Rehbach

Margarita Rebolledo

Joerg Stork

Christian Lasarczyk

checkLowerSmallerThanUpper function

#' Check That Lower and Upper are not Equal
#'
#' If any entries in lower and upper are equal, the parameter has no range and cant be optimized. 
#' In that case, an error is generated.
#'
#' @param lower is a vector that defines the lower boundary of search space. This determines also the dimensionality of the problem.
#' @param upper is a vector that defines the upper boundary of search space.
#' 
#' @keywords internal
 
checkLowerNotEqualsUpper &lt;- function(lower,upper)
    if(any(lower == upper))
        stop("SPOT Configuration Error: Entries in 'lower' and 'upper' should not be equal")
    

Check That Lower is smaller than Upper — checkLowerSmallerThanUpper

#' Check That Lower and Upper are not Equal
#'
#' If any entries in lower and upper are equal, the parameter has no range and cant be optimized. 
#' In that case, an error is generated.
#'
#' @param lower is a vector that defines the lower boundary of search space. This determines also the dimensionality of the problem.
#' @param upper is a vector that defines the upper boundary of search space.
#' 
#' @keywords internal
 
checkLowerNotEqualsUpper &lt;- function(lower,upper)
    if(any(lower == upper))
        stop("SPOT Configuration Error: Entries in 'lower' and 'upper' should not be equal")
    

Check That Lower is smaller than Upper

#' Check That Lower and Upper are not Equal
#'
#' If any entries in lower and upper are equal, the parameter has no range and cant be optimized. 
#' In that case, an error is generated.
#'
#' @param lower is a vector that defines the lower boundary of search space. This determines also the dimensionality of the problem.
#' @param upper is a vector that defines the upper boundary of search space.
#' 
#' @keywords internal
 
checkLowerNotEqualsUpper &lt;- function(lower,upper)
 if(any(lower == upper))
 stop("SPOT Configuration Error: Entries in 'lower' and 'upper' should not be equal")
 Check That Lower is smaller than Upper

Description

Usage

Arguments