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
 [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:
Downloads:
Reverse dependencies:
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