Skip to content

EEEA

Explicit Exploration Strategy for Evolutionary Algorithms

v1.0.1 · Oct 31, 2025 · GPL-3

Description

Implements an explicit exploration strategy for evolutionary algorithms in order to have a more effective search in solving optimization problems. Along with this exploration search strategy, a set of four different Estimation of Distribution Algorithms (EDAs) are also implemented for solving optimization problems in continuous domains. The implemented explicit exploration strategy in this package is described in Salinas-Gutiérrez and Muñoz Zavala (2023) <doi:10.1016/j.asoc.2023.110230>.

Downloads

CRAN

207

Last 30 days

22853rd

522

Last 90 days

2K

Last year

Trend: +55.6% (30d vs prior 30d)

r2u CRAN

0

Last 30 days

39

Last 90 days

340

Last year

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

autoCRAN

3

Last 7 days

6

Last 30 days

1

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

Line coverage

Expression

Tests / Examples

Functions

28 21 exported

Complexity

1.6 avg / 4 max

Call network

28 nodes / 14 edges

Test coverage has not been measured for this package yet; nodes fall back to a neutral fill.

Loading call graph…

Lowest coverage

Per-function coverage is not measured for this package yet.

Code

Structure

Lines of code

1,855

Files

53

Compiled share

0%

Has compiled src

No

Language breakdown

R 425 (22.9%)Docs 1,430 (77.1%)

API

Exported functions

21

Internal functions

7

Recent export changes

v1.0.0+21 ExplicitExploration, EDA.hist, EDA.norm +18 more

Testing & CI

Has tests

No

Test-to-code ratio

0.00

testthat edition

CI present

No

CI type

[]

PR gated

No

Docs

Return-value doc rate

100%

\dontrun example ratio

0%

Roxygen coverage

100%

Has pkgdown

No

NEWS present

No

Health & Security signals

Informational signals; not verdicts.

on.exit coverage

Unsafe pattern score

0

Dep constraint coverage

0%

Secret pattern count

0

Bundled 3rd-party code

2 items

Portability & License

Min R version

System requirements

C++ standard

License

GPL-3

License flags

SPDX valid, OSI approved

History

Versions

2

First release

2025-04-24

Latest release

2025-10-31

Avg cadence

190 days

Cold removal rate

Dep drift

0

LOC over versions

v1.0.0: 1,847 LOCv1.0.1: 1,855 LOC

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

Dependency Network

Dependencies Reverse dependencies mvtnorm EEEA

Version History

3 tracked
new 1.0.1 Mar 10, 2026
updated 1.0.1 ← 1.0.0 diff Oct 30, 2025
new 1.0.0 Apr 23, 2025