In jakob-r/randomsearch: Random Search for Expensive Functions

randomsearch

Random Search for Expensive Functions

Simple Random Search function for the smoof and ParamHelpers ecosystem with termination criteria and parallelization.

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set.seed(123)
knitr::opts_chunk$set(collapse = FALSE, warning = FALSE, error = FALSE)
library("randomsearch")

Installation

We recommend to install the official release version:

install.packages("randomsearch")

For experimental use you can install the latest development version:

devtools::install_github("jakob-r/randomsearch")

Usage

library(randomsearch)
fun = function(x) x[1]^2 + sin(x[2])
res = randomsearch(fun, lower = c(-1, -2), upper = c(2,4), minimize = TRUE, max.evals = 30)
summary(res)

For a more detailed documentation you can check the Vignette.

jakob-r/randomsearch documentation built on May 16, 2019, 11:07 a.m.