Skip to content

adana

1.1.0Package record

Adaptive Nature-Inspired Algorithms for Hybrid Genetic Optimization

0packages depend
3.8Kdownloads / year
–test coverage
0/13flavors OK

Overview

About

The Genetic Algorithm (GA) is a type of optimization method of Evolutionary Algorithms. It uses the biologically inspired operators such as mutation, crossover, selection and replacement.Because of their global search and robustness abilities, GAs have been widely utilized in machine learning, expert systems, data science, engineering, life sciences and many other areas of research and business. However, the regular GAs need the techniques to improve their efficiency in computing time and performance in finding global optimum using some adaptation and hybridization strategies. The adaptive GAs (AGA) increase the convergence speed and success of regular GAs by setting the parameters crossover and mutation probabilities dynamically. The hybrid GAs combine the exploration strength of a stochastic GAs with the exact convergence ability of any type of deterministic local search algorithms such as simulated-annealing, in addition to other nature-inspired algorithms such as ant colony optimization, particle swarm optimization etc. The package 'adana' includes a rich working environment with its many functions that make possible to build and work regular GA, adaptive GA, hybrid GA and hybrid adaptive GA for any kind of optimization problems. Cebeci, Z. (2021, ISBN: 9786254397448).

Changes in 1.1.0
  • adana version 1.1.0 was submitted to CRAN, (March 2022)

From inst/NEWS.Rd in the release

Install

Health

CRAN checks
13NOTE
Check messages
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) adana.Rd:25: Lost braces; missing escapes or markup?
    25 |   \item{gatype}{Type of GA. \itemize{\item{"gga": generational GA}  \item{"ssga": steady state GA} } {Default value is "gga"}}
       |                                                                                                      ^
checkRd: (-1) adana.Rd:26: Lost braces; missing escapes or markup?
    26 |   \item{objective}{Type of optimization. \itemize{\item{"min": minimization}  \item{"max": maximization} } {Default value is "max"}}
       |                                                                                                            ^
checkRd: (-1) adana.Rd:34: Lost braces; missing escapes or markup?
    34 |                  {Default value is "initbin"}}
       |                  ^
checkRd: (-1) adana.Rd:56: Lost braces; missing escapes or markup?
    56 |                \itemize{\item{"integer"}  \item{"real"} } {Default value is "real"}}
       |                                                           ^
checkRd: (-1) adana.Rd:185: Lost braces; missing escapes or markup?
   185 |     {Default value is "w"}
       |     ^
NOTECRAN incoming feasibilityr-devel-linux-x86_64-debian-clang, r-devel-linux-x86_64-debian-gcc
Maintainer: ‘Erkut Tekeli <etekeli@atu.edu.tr>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: c(person(given = "Zeynel",
                      family = "Cebeci",
                      role = c("aut", "cre")),
               person(given = "Erkut",
                      family = "Tekeli",
                      role = c("aut", "cre"),
                      email = "etekeli@atu.edu.tr"),
               person(given = "Cagatay",
                      family = "Cebeci",
                      role = "aut"))
as necessary.

Package CITATION file contains call(s) to old-style citEntry().  Please
use bibentry() instead.

CRAN check page ↗

Slowest check: 2.8 min · r-oldrel-windows-x86_64
Status changes
  • NOTE13 NOTENow
  • NOTE14 NOTE2026-03-10
Advisories

none known

Documentation

In release 1.1.0
READMENoVignettesNoNEWSYes · mentions 1.1.0Citation fileYes · cites a publicationWebsitenot declared in DESCRIPTION
Help pages
142includes a package overview page
Examples that run
100%123 run in a plain check
Exported functions with examples
87%
Documented parameters
not tracked
Return-value docs
not tracked
Help pages citing references
47%

Downloads

3.8K
CRAN downloads in the past year
Rank #8,216 · ~11/day · ~320/mo
Daily download trend is not available in this view yet.
33530 days
1.1K90 days
3.8K1 year
Compare downloads with other packages →
Also on87 r2u14 autocran

Dependencies

Declared dependencies
3 external dependencies (excludes base and recommended)

Installing adana adds 10 packages (4 with compiled code, 5.4 MB of source tarballs). Heaviest: optimx 2.2 MB, nloptr 2.1 MB, pracma 389 KB.

Depends (1)
R >= 4.0.0
LinkingTo (0)
none
Suggests (0)
none
Enhances (0)
none
Reverse dependencies
0direct
0indirect

Nothing depends on this yet.

People & History

People (from the free-text Author field) (3)
Author, Maintainer

Maintainer since 1.1.0 (2022)

Releases (1)
  • R
    R 4.6.0 released · 2026-04-24
  • R
    R 4.5.0 released · 2025-04-11
  • R
    R 4.4.0 released · 2024-04-24
  • R
    R 4.3.0 released · 2023-04-21
  • R
    R 4.2.0 released · 2022-04-22
  • 1.1.0Latest
    2022-02-23 · current release
  • R
    R 4.1.0 released · 2021-05-18

Package metadata

First published
2022-02-23
Total releases
1 / 4 yrs
License
GPL-3 OSI
Minimum R
≥ 4.0.0
Download size
76 KB

Cite

Cite this package

Run in R for the authors' entry:

citation("adana")

The package provides a citation file, so citation() returns the authors' own entry.

Cite the R Observatory

For a number measured here: a download total, a coverage figure, an archival date.

APA

Balamuta, J. J. (2026). R Observatory: Metrics for adana version 1.1.0 [Data set]. HJJB, LLC. Data release v2026-10-25. https://doi.org/10.5281/zenodo.21843040

From data release v2026-10-25, which the citation names so these numbers can be found later. More on citing and the projects behind them.

Report a problem with this page →

Privacy choices

These apply to this browser and are stored on this device only. Nothing about your choice is sent to us.

Read the privacy policy