diff --git a/CHANGELOG.md b/CHANGELOG.md
index 2964d4a..ecb6ba2 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -1,5 +1,13 @@
# Changelog
+## [0.4.2](https://github.com/firefly-cpp/FireflyAlgorithm/tree/0.4.2) (2023-12-04)
+
+[Full Changelog](https://github.com/firefly-cpp/FireflyAlgorithm/compare/0.4.1...0.4.2)
+
+**Merged pull requests:**
+
+- Contribution guide [\#20](https://github.com/firefly-cpp/FireflyAlgorithm/pull/20) ([lahovniktadej](https://github.com/lahovniktadej))
+
## [0.4.1](https://github.com/firefly-cpp/FireflyAlgorithm/tree/0.4.1) (2023-11-10)
[Full Changelog](https://github.com/firefly-cpp/FireflyAlgorithm/compare/0.4.0...0.4.1)
diff --git a/CITATION.cff b/CITATION.cff
new file mode 100644
index 0000000..9737ab3
--- /dev/null
+++ b/CITATION.cff
@@ -0,0 +1,21 @@
+abstract: Implementation of Firefly Algorithm in Python
+authors:
+- family-names: Fister Jr.
+ given-names: Iztok
+ orcid: 0000-0002-6418-1272
+- affiliation: '@poviolabs'
+ family-names: "Pe\u010Dnik"
+ given-names: Luka
+ orcid: 0000-0002-3897-9774
+- family-names: Stupan
+ given-names: "\u017Diga"
+ orcid: 0000-0001-9847-7306
+cff-version: 1.2.0
+date-released: '2023-12-25'
+doi: 10.5281/zenodo.10430919
+license:
+- MIT
+repository-code: https://github.com/firefly-cpp/FireflyAlgorithm/tree/0.4.4
+title: 'firefly-cpp/FireflyAlgorithm: 0.4.4'
+type: software
+version: 0.4.4
diff --git a/README.md b/README.md
index df9880d..b0a5485 100644
--- a/README.md
+++ b/README.md
@@ -2,30 +2,48 @@
----
+
+Firefly Algorithm --- Implementation of Firefly algorithm in Python
+
-# Firefly Algorithm --- Implementation of Firefly algorithm in Python
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
----
+
+
+
-[](https://pypi.python.org/pypi/fireflyalgorithm)
-
-
-[](https://pepy.tech/project/fireflyalgorithm)
-[](https://aur.archlinux.org/packages/python-fireflyalgorithm)
-[](https://github.com/firefly-cpp/FireflyAlgorithm/blob/master/LICENSE)
-
-[](http://isitmaintained.com/project/firefly-cpp/FireflyAlgorithm "Average time to resolve an issue")
-[](http://isitmaintained.com/project/firefly-cpp/FireflyAlgorithm "Percentage of issues still open")
-
+
+ π About β’
+ π¦ Installation β’
+ π Usage β’
+ π Reference Papers β’
+ π Cite us β’
+ π License
+
-## About π
+## π About
This package implements a nature-inspired algorithm for optimization called Firefly Algorithm (FA) in Python programming language. πΏππ»
-## Installation π¦
+## π¦ Installation
-Install FireflyAlgorithm with pip:
+To install FireflyAlgorithm with pip, use:
```sh
pip install fireflyalgorithm
```
@@ -37,12 +55,12 @@ To install FireflyAlgorithm on Arch Linux, please use an [AUR helper](https://wi
```sh
$ yay -Syyu python-fireflyalgorithm
```
-To install FireflyAlgorithm on Alpine Linux:
+To install FireflyAlgorithm on Alpine Linux, use:
```sh
$ apk add py3-fireflyalgorithm
```
-## Usage π
+## π Usage
```python
from fireflyalgorithm import FireflyAlgorithm
@@ -102,14 +120,20 @@ options:
**Note:** The CLI script can also run as a python module (python -m fireflyalgorithm ...).
-## Reference Papers π
+## π Reference Papers
-I. Fister Jr., X.-S. Yang, I. Fister, J. Brest. [Memetic firefly algorithm for combinatorial optimization](http://www.iztok-jr-fister.eu/static/publications/44.pdf) in Bioinspired Optimization Methods and their Applications (BIOMA 2012), B. Filipic and J.Silc, Eds.
+I. Fister Jr., X.-S. Yang, I. Fister, J. Brest, D. Fister. [A Brief Review of Nature-Inspired Algorithms for Optimization](http://www.iztok-jr-fister.eu/static/publications/21.pdf). ElektrotehniΕ‘ki vestnik, 80(3), 116-122, 2013.
+
+I. Fister Jr., X.-S. Yang, I. Fister, J. Brest. [Memetic firefly algorithm for combinatorial optimization](http://www.iztok-jr-fister.eu/static/publications/44.pdf) in Bioinspired Optimization Methods and their Applications (BIOMA 2012), B. Filipic and J.Silc, Eds.
Jozef Stefan Institute, Ljubljana, Slovenia, 2012
-I. Fister, I. Fister Jr., X.-S. Yang, J. Brest. [A comprehensive review of firefly algorithms](http://www.iztok-jr-fister.eu/static/publications/23.pdf). Swarm and Evolutionary Computation 13 (2013): 34-46.
+I. Fister, I. Fister Jr., X.-S. Yang, J. Brest. [A comprehensive review of firefly algorithms](http://www.iztok-jr-fister.eu/static/publications/23.pdf). Swarm and Evolutionary Computation 13 (2013): 34-46.
+
+## π Cite us
+
+Fister Jr., I., PeΔnik, L., & Stupan, Ε½. (2023). firefly-cpp/FireflyAlgorithm: 0.4.3 (0.4.3). Zenodo. [https://doi.org/10.5281/zenodo.10430919](https://doi.org/10.5281/zenodo.10430919)
-## License
+## π License
This package is distributed under the MIT License. This license can be found online at .
diff --git a/fireflyalgorithm/__init__.py b/fireflyalgorithm/__init__.py
index 1a8dc9b..feb6d54 100644
--- a/fireflyalgorithm/__init__.py
+++ b/fireflyalgorithm/__init__.py
@@ -2,4 +2,4 @@
__all__ = ["FireflyAlgorithm"]
-__version__ = "0.4.2"
+__version__ = "0.4.6"
diff --git a/poetry.lock b/poetry.lock
index 0bf4182..3c04aca 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1,4 +1,4 @@
-# This file is automatically @generated by Poetry 1.7.0 and should not be changed by hand.
+# This file is automatically @generated by Poetry 1.8.3 and should not be changed by hand.
[[package]]
name = "colorama"
@@ -13,13 +13,13 @@ files = [
[[package]]
name = "exceptiongroup"
-version = "1.1.3"
+version = "1.2.2"
description = "Backport of PEP 654 (exception groups)"
optional = false
python-versions = ">=3.7"
files = [
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]
[package.extras]
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+version = "1.26.4"
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[[package]]
name = "packaging"
-version = "23.2"
+version = "24.2"
description = "Core utilities for Python packages"
optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
files = [
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]
[[package]]
name = "pluggy"
-version = "1.3.0"
+version = "1.5.0"
description = "plugin and hook calling mechanisms for python"
optional = false
python-versions = ">=3.8"
files = [
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[package.extras]
@@ -105,13 +109,13 @@ testing = ["pytest", "pytest-benchmark"]
[[package]]
name = "pytest"
-version = "7.4.3"
+version = "7.4.4"
description = "pytest: simple powerful testing with Python"
optional = false
python-versions = ">=3.7"
files = [
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[package.dependencies]
@@ -127,16 +131,46 @@ testing = ["argcomplete", "attrs (>=19.2.0)", "hypothesis (>=3.56)", "mock", "no
[[package]]
name = "tomli"
-version = "2.0.1"
+version = "2.2.1"
description = "A lil' TOML parser"
optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
files = [
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+ {file = "tomli-2.2.1.tar.gz", hash = "sha256:cd45e1dc79c835ce60f7404ec8119f2eb06d38b1deba146f07ced3bbc44505ff"},
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[metadata]
lock-version = "2.0"
-python-versions = "^3.9,<3.13"
-content-hash = "aa27aa586ebf5e13d1936db455cb5da27cc641ae1ffc6434877928a3baa9bb82"
+python-versions = "^3.9,<3.14"
+content-hash = "3cd4e3325b88b677715a63c130cd79d70a3e3586c0df36c5d40aba429342caa7"
diff --git a/pyproject.toml b/pyproject.toml
index a35c836..c7346a0 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -1,8 +1,9 @@
[tool.poetry]
name = "fireflyalgorithm"
-version = "0.4.2"
+version = "0.4.6"
description = "Implementation of Firefly Algorithm in Python"
authors = ["Iztok Fister Jr. ", "Luka PeΔnik ", "Ε½iga Stupan "]
+keywords = ['computational intelligence', 'firefly algorithm', 'swarm intelligence', 'optimization']
license = "MIT"
readme = "README.md"
homepage = "https://github.com/firefly-cpp/FireflyAlgorithm"
@@ -14,7 +15,7 @@ include = [
]
[tool.poetry.dependencies]
-python = "^3.9,<3.13"
+python = "^3.9,<3.14"
numpy = "^1.26.1"
[tool.poetry.group.test.dependencies]
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