f-santi/noisyCE2: Cross-Entropy Optimisation of Noisy Functions

Cross-Entropy optimisation of unconstrained deterministic and noisy functions illustrated in Rubinstein and Kroese (2004, ISBN: 978-1-4419-1940-3) through a highly flexible and customisable function which allows user to define custom variable domains, sampling distributions, updating and smoothing rules, and stopping criteria. Several built-in methods and settings make the package very easy-to-use under standard optimisation problems.

Getting started

Package details

AuthorFlavio Santi [cre, aut] (<https://orcid.org/0000-0002-2014-1981>)
MaintainerFlavio Santi <flavio.santi@univr.it>
LicenseGPL (>=2)
Version1.1.0
URL https://www.flaviosanti.it/software/noisyCE2
Package repositoryView on GitHub
Installation Install the latest version of this package by entering the following in R:
install.packages("remotes")
remotes::install_github("f-santi/noisyCE2")
f-santi/noisyCE2 documentation built on April 3, 2021, 9:41 p.m.