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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.

Version: 1.1.0
Imports: magrittr
Suggests: coda, testthat
Published: 2020-11-09
DOI: 10.32614/CRAN.package.noisyCE2
Author: Flavio Santi ORCID iD [cre, aut]
Maintainer: Flavio Santi <flavio.santi at univr.it>
BugReports: https://github.com/f-santi/noisyCE2/issues
License: GPL-2 | GPL-3 [expanded from: GPL (≥ 2)]
URL: https://www.flaviosanti.it/software/noisyCE2
NeedsCompilation: no
Citation: noisyCE2 citation info
Materials: README NEWS
CRAN checks: noisyCE2 results

Documentation:

Reference manual: noisyCE2.pdf

Downloads:

Package source: noisyCE2_1.1.0.tar.gz
Windows binaries: r-devel: noisyCE2_1.1.0.zip, r-release: noisyCE2_1.1.0.zip, r-oldrel: noisyCE2_1.1.0.zip
macOS binaries: r-release (arm64): noisyCE2_1.1.0.tgz, r-oldrel (arm64): noisyCE2_1.1.0.tgz, r-release (x86_64): noisyCE2_1.1.0.tgz, r-oldrel (x86_64): noisyCE2_1.1.0.tgz
Old sources: noisyCE2 archive

Linking:

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These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.