genetic.algo.optimizeR

0.3.3

Genetic Algorithm Optimization

0packages depend

6.2Kdownloads / year

–test coverage

1/13checks pass

Overview

About

Maintained by Dany MukeshaFirst published 2024-02-144 releasesCRAN page ↗GitHub ↗

Genetic algorithm are a class of optimization algorithms inspired by the process of natural selection and genetics. This package is for learning purposes and allows users to optimize various functions or parameters by mimicking biological evolution processes such as selection, crossover, and mutation. Ideal for tasks like machine learning parameter tuning, mathematical function optimization, and solving an optimization problem that involves finding the best solution in a discrete space.

Install

R (CRAN)pak (dev)Ubuntu (r2u)

install.packages("genetic.algo.optimizeR", repos = "https://cloud.r-project.org/")

Installs the current CRAN release. Prebuilt binaries on Windows and macOS.

if (!requireNamespace("pak", quietly = TRUE))
  install.packages("pak", repos = "https://cloud.r-project.org/")
pak::pak("danymukesha/genetic.algo.optimizeR")

Development version from danymukesha/genetic.algo.optimizeR. Installs pak first if it is not already available.

Release

# enable cranapt (r2u) if it is not already set up, then install
grep -rqs r2u.stat.illinois.edu /etc/apt/sources.list /etc/apt/sources.list.d/ \
  || curl -fsSL https://raw.githubusercontent.com/eddelbuettel/r2u/master/inst/scripts/add_cranapt_noble.sh | sudo bash
sudo apt install -y r-cran-genetic.algo.optimizer

Fast Ubuntu binaries via r2u (no compilation). The cranapt setup runs once and is skipped when it is already enabled.

bspm (used by r2u) also needs make: sudo apt install make

Health

CRAN checks

12NOTE1OK

Failing flavors

NOTE r-devel-linux-x86_64-debian-clang
NOTE r-devel-linux-x86_64-debian-gcc
NOTE r-devel-linux-x86_64-fedora-clang
NOTE r-devel-linux-x86_64-fedora-gcc
NOTE r-devel-windows-x86_64
NOTE r-oldrel-macos-arm64
NOTE r-oldrel-windows-x86_64
NOTE r-patched-linux-x86_64
NOTE r-release-linux-x86_64
NOTE r-release-macos-arm64
NOTE r-release-macos-x86_64
NOTE r-release-windows-x86_64

Slowest check: 2.9 min · r-devel-linux-x86_64-fedora-clang

Code health

Yes

Tests · ratio 0.18

not tracked

Coverage

100%

Documentation · exports

Dependencies · direct

Check history

NOTE2026-06-09
1 OK · 12 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
ERROR2026-06-08
1 OK · 11 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE
NOTE2026-03-10
4 OK · 10 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Documentation

READMEYes · 1,149 wordsVignettesYes · dynamicpkgdown siteNoNEWSYes · 100% structuredCode of conductNoContributing guideNo

Examples that run: 100%
Documented parameters: 100%
Return-value docs: 100%
References docs: 0%

Downloads

6.2K

CRAN downloads in the past year

Rank #6,411 · ~17/day · ~516/mo

Releases R versions

Daily download trend is not available in this view yet.

22830 days

1.4K90 days

6.2K1 year

Compare downloads with other packages →

Also on99 r2u

Repository

GitHub ↗ danymukesha/genetic.algo.optimizer

0Stars

0Forks

1Open issues

0Open PRs

0Releases

Last activity 2024-10-08

Repository practices

Upstream repositoryBeta

9 development-tooling and community-health practices detected across 7 families in the upstream repository

Checks run against github.com/danymukesha/genetic.algo.optimizer on 2026-08-02.

Continuous integration (1)

GitHub Actions

Reproducibility and dev environment (1)

Makefile

CRAN release process (2)

cran-comments.mdCRAN-SUBMISSION

Docs source (1)

README.Rmd

Show all practices

Lint, format, editor (1)

RStudio project

Coverage (1)

Codecov

Governance and community (2)

Issue templatesSupport guide

How this is detected·Detection ruleset v1 (2026-07-18)

Dependencies

Declared dependencies

14 external dependencies (excludes base and recommended)

Depends (1)

R >= 4.1.0

Imports (9)

dplyr ggplot2 magrittr rsconnectstatsstringr tinytex biocViews DiagrammeR

LinkingTo (0)

none

Suggests (6)

BiocStyle knitr learnr rmarkdown spelling testthat (>= 3.0.0)

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Nothing depends on this yet.

Code & Tests

People & History

People (1)

Maintainer (1)

Dany Mukesha

Author, Maintainer

Authors (1)

Dany Mukesha

Author, Maintainer

Package Timeline

4 releases. Pick two to compare their code metrics. R releases are shown for context.

R
R 4.6.0 released · 2026-04-24
R
R 4.5.0 released · 2025-04-11
0.3.3Latest
2025-01-24 · current release · diff ↗
0.3.2
2024-10-10 · diff ↗
unarchivedReturned to CRAN
2024-10-10
archivedRemoved from CRAN
2024-05-03
issues were not corrected in time Intermittent test failures
R
R 4.4.0 released · 2024-04-24
0.2.6
2024-02-15 · diff ↗
0.2.5
2024-02-14
R
R 4.3.0 released · 2023-04-21

Package metadata

First published: 2024-02-14
Total releases: 4 / 2 yrs
License: MIT + file LICENSE OSI
Minimum R: ≥ 4.1.0
Download size: 667 KB
Installed size: not tracked yet
With dependencies: not tracked yet

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