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Jaya

Gradient-Free Optimization Algorithm for Single and Multi-Objective Problems

v1.0.3 · Nov 18, 2024 · MIT + file LICENSE

Description

An implementation of the Jaya optimization algorithm for both single-objective and multi-objective problems. Jaya is a population-based, gradient-free optimization algorithm capable of solving constrained and unconstrained optimization problems without hyperparameters. This package includes features such as multi-objective Pareto optimization, adaptive population adjustment, and early stopping. For further details, see R.V. Rao (2016) <doi:10.5267/j.ijiec.2015.8.004>.

Downloads

CRAN

586

Last 30 days

6143rd

1.8K

Last 90 days

6.9K

Last year

Trend: +7.3% (30d vs prior 30d)

r2u CRAN

0

Last 30 days

24

Last 90 days

96

Last year

Trend: -100% (30d vs prior 30d)

autoCRAN

6

Last 7 days

9

Last 30 days

3

All-time

autoCRAN-only: this name is served only by autoCRAN, so the count is exact.

CRAN Check Status

13 OK
Show all 13 flavors
Flavor Status
r-devel-linux-x86_64-debian-clang OK
r-devel-linux-x86_64-debian-gcc OK
r-devel-linux-x86_64-fedora-clang OK
r-devel-linux-x86_64-fedora-gcc OK
r-devel-windows-x86_64 OK
r-oldrel-macos-arm64 OK
r-oldrel-macos-x86_64 OK
r-oldrel-windows-x86_64 OK
r-patched-linux-x86_64 OK
r-release-linux-x86_64 OK
r-release-macos-arm64 OK
r-release-macos-x86_64 OK
r-release-windows-x86_64 OK

Check History

OK 14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026

Code

Structure

Lines of code

1,124

Files

19

Compiled share

0%

Has compiled src

No

Language breakdown

R 664 (59.1%)Tests 12 (1.1%)Docs 320 (28.5%)Vignettes 128 (11.4%)

API

Exported functions

3

Internal functions

2

Recent export changes

v1.0.3+2 jaya_multi, plot_jaya_multi_pairwise
v0.1.9+1 jaya

Testing & CI

Has tests

Yes

Test-to-code ratio

0.02

testthat edition

CI present

No

CI type

[]

PR gated

No

Docs

Return-value doc rate

66.7%

\dontrun example ratio

0%

Roxygen coverage

100%

Has pkgdown

No

NEWS present

No

Health & Security signals

Informational signals; not verdicts.

on.exit coverage

0%

Unsafe pattern score

0

Dep constraint coverage

0%

Secret pattern count

0

Bundled 3rd-party code

2 items

Portability & License

Min R version

3.5.0

System requirements

C++ standard

License

MIT + file LICENSE

License flags

SPDX valid, OSI approved

History

Versions

2

First release

2019-11-12

Latest release

2024-11-18

Avg cadence

1833 days

Cold removal rate

Dep drift

2

LOC over versions

v0.1.9: 490 LOCv1.0.3: 1,124 LOC

Per-file churn detail lives in the source pipeline: https://github.com/r-observatory/cran-code-metrics.

Version History

3 tracked
new 1.0.3 Mar 10, 2026
updated 1.0.3 ← 0.1.9 diff Nov 17, 2024
new 0.1.9 Nov 11, 2019