Component-Wise MOEA/D Implementation
Overview
Modular implementation of Multiobjective Evolutionary Algorithms based on Decomposition (MOEA/D) [Zhang and Li (2007), DOI:10.1109/TEVC.2007.892759] for quick assembling and testing of new algorithmic components, as well as easy replication of published MOEA/D proposals. The full framework is documented in a paper published in the Journal of Statistical Software [doi:10.18637/jss.v092.i06].
- Maintenance update:
- Minor change in vignette to account for a change in dependence package "irace".
From NEWS.md in the release
Install
Health
NOTERd filesr-devel-linux-x86_64-debian-clang, r-devel-linux-x86_64-debian-gcc, r-devel-linux-x86_64-fedora-clang, r-devel-linux-x86_64-fedora-gcc, r-devel-windows-x86_64, r-oldrel-macos-arm64, r-oldrel-macos-x86_64, r-oldrel-windows-x86_64, r-patched-linux-x86_64, r-release-linux-x86_64, r-release-macos-arm64, r-release-macos-x86_64, r-release-windows-x86_64
checkRd: (-1) box_constraints.Rd:34: Lost braces; missing escapes or markup?
34 | F. Campelo, L.S. Batista, C. Aranha (2020): The {MOEADr} Package: A
| ^
checkRd: (-1) check_stop_criteria.Rd:30: Lost braces; missing escapes or markup?
30 | F. Campelo, L.S. Batista, C. Aranha (2020): The {MOEADr} Package: A
| ^
checkRd: (-1) constraint_none.Rd:39: Lost braces; missing escapes or markup?
39 | F. Campelo, L.S. Batista, C. Aranha (2020): The {MOEADr} Package: A
| ^
checkRd: (-1) constraint_penalty.Rd:45: Lost braces; missing escapes or markup?
45 | F. Campelo, L.S. Batista, C. Aranha (2020): The {MOEADr} Package: A
| ^
checkRd: (-1) constraint_vbr.Rd:106: Lost braces; missing escapes or markup?
106 | \verb{[Campelo2017]} F. Campelo, L.S. Batista, C. Aran
...[truncated]...
up?
58 | F. Campelo, L.S. Batista, C. Aranha (2020): The {MOEADr} Package: A
| ^
checkRd: (-1) variation_localsearch.Rd:51: Lost braces; missing escapes or markup?
51 | F. Campelo, L.S. Batista, C. Aranha (2020): The {MOEADr} Package: A
| ^
checkRd: (-1) variation_polymut.Rd:44: Lost braces; missing escapes or markup?
44 | F. Campelo, L.S. Batista, C. Aranha (2020): The {MOEADr} Package: A
| ^
checkRd: (-1) variation_sbx.Rd:45: Lost braces; missing escapes or markup?
45 | F. Campelo, L.S. Batista, C. Aranha (2020): The {MOEADr} Package: A
| ^
checkRd: (-1) variation_truncate.Rd:26: Lost braces; missing escapes or markup?
26 | F. Campelo, L.S. Batista, C. Aranha (2020): The {MOEADr} Package: A
| ^- NOTE13 NOTE2026-09-08
- ERROR12 NOTE, 1 ERROR2026-09-07
- NOTE14 NOTE2026-03-10
Documentation
- Help pages
- 55
- Examples that run
- 96%24 run in a plain check · 1 never run
- Exported functions with examples
- 42%
- Documented parameters
- 100%
- Return-value docs
- 90%
- Help pages citing references
- 0%
Downloads
Repository
- PRs merged (all time)
- 79%
- Median days to close, 50 most recently updated closed issues
- 8
- Median days to close, 50 most recently updated closed PRs
- 0
Stars over time
Forks over time
Releases over time
Issues over time
PRs over time
4 development-tooling and community-health practices detected across 4 families in the upstream repository
Checks run against github.com/fcampelo/moeadr on 2026-10-21.
GitHub Pages site last deployed 2023-01-06
Dependencies
Installing MOEADr adds 2 packages (1 with compiled code, 89 KB of source tarballs). Heaviest: FNN 77 KB, assertthat 12 KB.
Code & Tests
Datasets
People & History
Pick two releases to compare their code metrics.
- RR 4.6.0 released · 2026-04-24
- RR 4.5.0 released · 2025-04-11
- RR 4.4.0 released · 2024-04-24
- RR 4.3.0 released · 2023-04-21
- unarchivedReturned to CRAN2023-01-08
- 1.1.3Latest
- archivedRemoved from CRAN2022-11-06issues were not corrected in time
- RR 4.2.0 released · 2022-04-22
- RR 4.1.0 released · 2021-05-18
- RR 4.0.0 released · 2020-04-24
- 1.1.1
- RR 3.6.0 released · 2019-04-26
- RR 3.5.0 released · 2018-04-23
- 1.1.02017-10-24 · diff ↗
- 1.0.02017-08-20 · diff ↗ ·
added 4 exports
decomposition_uniform, example_problem, find_nondominated_points, preset_moead - RR 3.4.0 released · 2017-04-21
Package metadata
- First published
- 2017-03-16
- Total releases
- 6 / 9 yrs
- License
- GPL-2 OSI
- Minimum R
- ≥ 3.4.0
- Download size
- 1.4 MB
Cite
Cite this package
Run in R for the authors' entry:
citation("MOEADr")The package provides a citation file, so citation() returns the authors' own entry.
It points to 10.18637/jss.v092.i06.
Cite the R Observatory
For a number measured here: a download total, a coverage figure, an archival date.
From data release v2026-10-24, which the citation names so these numbers can be found later. More on citing and the projects behind them.