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

Linking:

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