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: | 0.1.0 |
| Depends: | R (≥ 4.0) |
| Imports: | matrixStats, Rdpack |
| Suggests: | spelling, testthat (≥ 3.0.0), withr, doctest |
| Published: | 2024-07-28 |
| DOI: | 10.32614/CRAN.package.moocore |
| Author: | Manuel López-Ibáñez
 [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 [issues need fixing before 2024-08-19] |
Documentation:
| Reference manual: | moocore.pdf |
Downloads:
| Package source: | moocore_0.1.0.tar.gz |
| Windows binaries: | r-devel: moocore_0.1.0.zip, r-release: moocore_0.1.0.zip, r-oldrel: moocore_0.1.0.zip |
| macOS binaries: | r-release (arm64): moocore_0.1.0.tgz, r-oldrel (arm64): moocore_0.1.0.tgz, r-release (x86_64): not available, r-oldrel (x86_64): not available |
Linking:
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