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moocore: Core Mathematical Functions for Multi-Objective Optimization

Fast implementation of mathematical operations and performance metrics for multi-objective optimization, including filtering and ranking of dominated vectors according to Pareto optimality, computation of the empirical attainment function, V.G. da Fonseca, C.M. Fonseca, A.O. Hall (2001) <doi:10.1007/3-540-44719-9_15>, hypervolume metric, C.M. Fonseca, L. Paquete, M. López-Ibáñez (2006) <doi:10.1109/CEC.2006.1688440>, epsilon indicator, inverted generational distance, and Vorob'ev threshold, expectation and deviation, M. Binois, D. Ginsbourger, O. Roustant (2015) <doi:10.1016/j.ejor.2014.07.032>, among others.

Version: 0.1.2
Depends: R (≥ 4.0)
Imports: matrixStats, Rdpack
Suggests: doctest (≥ 0.2.0), knitr, spelling, testthat (≥ 3.0.0), withr
Published: 2024-09-18
DOI: 10.32614/CRAN.package.moocore
Author: Manuel López-Ibáñez ORCID iD [aut, cre], Carlos Fonseca [ctb], Luís Paquete [ctb], Andreia P. Guerreiro [ctb], Mickaël Binois [ctb], Michael H. Buselli [cph] (AVL-tree library), Wessel Dankers [cph] (AVL-tree library), NumPy Developers [cph] (RNG and ziggurat constants), Jean-Sebastien Roy [cph] (mt19937 library), Makoto Matsumoto [cph] (mt19937 library), Takuji Nishimura [cph] (mt19937 library)
Maintainer: Manuel López-Ibáñez <manuel.lopez-ibanez at manchester.ac.uk>
BugReports: https://github.com/multi-objective/moocore/issues
License: LGPL-2 | LGPL-2.1 | LGPL-3 [expanded from: LGPL (≥ 2)]
Copyright: file COPYRIGHTS
moocore copyright details
URL: https://multi-objective.github.io/moocore/r/, https://github.com/multi-objective/moocore/tree/main/r
NeedsCompilation: yes
SystemRequirements: GNU make
Language: en-GB
Materials: README NEWS
CRAN checks: moocore results

Documentation:

Reference manual: moocore.pdf

Downloads:

Package source: moocore_0.1.2.tar.gz
Windows binaries: r-devel: moocore_0.1.2.zip, r-release: moocore_0.1.2.zip, r-oldrel: moocore_0.1.2.zip
macOS binaries: r-release (arm64): moocore_0.1.2.tgz, r-oldrel (arm64): moocore_0.1.2.tgz, r-release (x86_64): moocore_0.1.2.tgz, r-oldrel (x86_64): moocore_0.1.2.tgz
Old sources: moocore archive

Reverse dependencies:

Reverse imports: gMOIP

Linking:

Please use the canonical form https://CRAN.R-project.org/package=moocore to link to this page.

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.