Changelog

2.6.1 - 2025-11-24

Compare with v2.6.0

v2.6.0 - 2025-11-21

Compare with v2.5.2

Fixed

• fix: dependecies and conda build (#720) (2f86304 by Grega Vrbančič). Co-authored-by: Copilot 175728472+Copilot@users.noreply.github.com, Co-authored-by: Copilot 198982749+Copilot@users.noreply.github.com, Co-authored-by: GregaVrbancic 1894788+GregaVrbancic@users.noreply.github.com

v2.5.2 - 2025-01-06

Compare with v2.5.1

Fixed

• Fix (54ef8df by Grega Vrbančič).

• fix dependabot config (109563f by Grega Vrbančič).

• Fix numpy 2.0 compatibility in ILSHADE implementation (99cb246 by Iztok Fister Jr.).

v2.5.1 - 2024-10-29

Compare with v2.3.1

Added

• added run and test files (362f5a9 by Grega).

Fixed

• fix: scout bee phrase of ABC (81a4fd9 by 陈薛强).

• fixed comma init.py (2c6e4f2 by GregaRubin).

• fixed numpy compatibility errors (6ba82fa by zStupan).

v2.3.1 - 2024-05-17

Compare with v2.3.0

Fixed

• fix: workflow for publishing to pypi (9e61439 by Grega Vrbančič).

v2.3.0 - 2024-05-17

Compare with v2.2.0

v2.2.0 - 2024-05-17

Compare with 2.1.0

Added

• add example code (de3a522 by zStupan).

Removed

• Remove TestingTask class (d783f69 by zStupan).

2.1.0 - 2023-12-19

Compare with 2.0.5

Added

• Add repology badge (6d56ff5 by Iztok Fister Jr).

• Added pyproject.toml and poetry lock (f459f56 by zStupan).

• added before_run and after_run callbacks. added a reference to the algorithm in Callback class (f54f7c2 by zStupan).

• added callback example (ea82514 by zStupan).

• Added callbacks, removed the run_task and iteration_generator methods, moved functionallity to Algorithm.run (cc08dac by zStupan).

Fixed

• fixed tests (a9e68b4 by zStupan).

• fix pypi workflow (5966cf3 by zStupan).

• fix docs warnings (ab71ddc by zStupan).

Removed

• removed unused files (a48d1ff by zStupan).

• remove pytest-custom-exit-code plugin (90a15ed by zStupan).

2.0.5 - 2023-03-26

Compare with 2.0.4

Fixed

• fixed exporting to excel (45d0e5f by zStupan).

2.0.4 - 2022-11-20

Compare with 2.0.3

Fixed

• Fix lint errors (51d46b2 by zStupan).

2.0.3 - 2022-09-03

Compare with 2.0.2

Fixed

• Fix issue with verions (8c2db3e by Grega Vrbančič).

• fixes in lshade.py (25704ba by Ales).

• fixes in shade.py (e6e5a4a by Ales).

2.0.2 - 2022-05-22

Compare with 2.0.1

Added

• Added get_parameters to ParticleSwarmOptimization (9a392f6 by zStupan).

Fixed

• Fix get_parameters (c8acca8 by zStupan).

2.0.1 - 2022-03-05

Compare with 2.0.0

Added

• Add instructions for install from AUR (e437349 by Carlos Aznarán Laos).

• Add nice badge for showing the total downloads of this package (#370) (08f24ff by firefly-cpp). Co-authored-by: Grega Vrbančič grega.vrbancic@gmail.com

• Add incremental testing to main workflow supported with cache (#369) (652f482 by Grega Vrbančič).

• Add pytest-testmon to reduce the execution time of tests. (#366) (906db6c by Grega Vrbančič).

Fixed

• fix formatting (5b2c174 by zStupan).

• Fix example (9f0d807 by zStupan).

• fix broken flake8 (6433e0e by zStupan).

• Fix setup error (6f26a93 by zStupan).

• Fix bash configuration in main workflow (4f9108c by Grega Vrbančič).

• fixed linter error (fe545db by zStupan).

• fixed Alpine2 test (1bc80de by zStupan).

• Fixed clonalg implementation (d14257c by zStupan).

• Fixed michalewicz references (4e1324e by Francisco J. Solis).

• Fixed more typos in Python files (5b38deb by Francisco J. Solis).

• Fixed typos over comments on Python files (3698516 by Francisco J. Solis).

2.0.0 - 2021-12-27

Compare with 1.0.1

Added

• Add badge for Fedora (#356) (c707ed3 by firefly-cpp).

• Add test_loa.py (393b495 by AljoM).

• Added an algorithm (8a323c0 by AljoM).

• Added run_loa.py (8788848 by AljoM).

• Added loa.py (2d7f1d4 by AljoM).

• Added missing test problems. (e7323ce by zStupan).

• Added CLONALG. (95df86c by zStupan).

• Add Python 3.10 tag (#336) (ae8e112 by firefly-cpp).

• added Problems.md (bf7a5df by zStupan).

• added feature selection tutorial (57965bf by zStupan).

• added missing algorithms to factory (9306a5c by zStupan).

• Added flag to enable/disable swarming (a6bdd5e by zStupan).

• Added factory util functions. (0a401cc by zStupan).

• added a more robust backwards compatible check for main thread (4bcd79f by zStupan).

• Added BFOA example (fed0b20 by zStupan).

• Added BFOA implementation (0b5b6a8 by zStupan).

• Added mean skipping NaNs and infs (ca02a4d by Francisco J. Solis-Munoz).

• Add workflow for publish to anaconda, setup.py fixes (#259) (16532a5 by Grega Vrbančič).

• Add python 3.8 (#250) (1526826 by Grega Vrbančič).

• Added fixes for BA algorithms. (26e8367 by Klemen@Haxor).

• Added fixes for flake (336aafe by Klemen@Haxor).

• Added some fixes to the examples (3998385 by Klemen@Haxor).

• Added some fixes for BA algorithms (556c136 by Klemen@Haxor).

• Added fixed exampels (7e9cafd by Klemen Berkovic).

• Added some fixes for non ASCII (9374895 by Klemen@Haxor).

• Added new algorithms and test for them (505d250 by Klemen@Haxor).

• Added some igneing for flake (1eafb9f by Klemen@Haxor).

• Added fixes for ploting method of convegence graph (20460fe by Klemen@Haxor).

• Added new tests for tasks and added fix for conv plot (e92dd26 by Klemen@Haxor).

• Added new fixes for tests. (d6c518f by Klemen@Haxor).

• Added fixes for tests (3c8bb50 by Klemen@Haxor).

• Added some fixes for flake (ef0a038 by Klemen@Haxor).

• Added fixed runing problems based on docstrings (cd6a10b by Klemen@Haxor).

• Added new fixes for tests (2d52403 by Klemen@Haxor).

• Added updated examples (a9e46f9 by Klemen@Haxor).

• Added missing examples for the algorithms (26af264 by Klemen@Haxor).

• Added fixes for SCA algorithm for new interface (90f6f09 by Klemen@Haxor).

• Added fixes for MKE algorithm for new interface (0e6423b by Klemen@Haxor).

• Added fixes for MFO algorihm for new interface (22f9a0a by Klemen@Haxor).

• Added fixes for MBO algoirhm for new interface (56c18b2 by Klemen@Haxor).

• Added fixes for KH algorithm for the new interface (6003347 by Klemen@Haxor).

• Added fixes for HS algorithm for new interface (9a17f44 by Klemen@Haxor).

• Added fixes for GWO algorithm for new interface (d3e20e8 by Klemen@Haxor).

• Added fixes for GSO algorithm for new interface (4c22207 by Klemen@Haxor).

• Added fixes for GSA algorithm for new interface (e14408b by Klemen@Haxor).

• Added fixes for GA algorithm for new interface (6fc51bc by Klemen@Haxor).

• Added fixes for FWA algorihtm for new interface (de680bb by Klemen@Haxor).

• Added fixes for FSS algorithm for the new interface (8310e9e by Klemen@Haxor).

• Added fixes for FPA algorithm for the new interface (0cb319b by Klemen@Haxor).

• Added fixes for FOA algorithm for the new interface (7fb43b1 by Klemen@Haxor).

• Added fixes for FA algorithm for the new interface (b8c79aa by Klemen@Haxor).

• Added fixes for ES algorithms for the new interface (fbb51ac by Klemen@Haxor).

• Added fixes for DE algorithms for the new interface (2800e0c by Klemen@Haxor).

• Added fixes for CSO algorihm for the new interface (483283c by Klemen@Haxor).

• Added fixes for CS algorithm for the new interface (b642ed2 by Klemen@Haxor).

• Added fixes for CRO algorihtm for the new interface (114f9a7 by Klemen@Haxor).

• Added fixes for CA algorithm for the new interface (1444601 by Klemen@Haxor).

• Added fixes for BEA algorithm for new interface (3adc417 by Klemen@Haxor).

• Added fixes for BA algorithm for new interface (97e5a14 by Klemen@Haxor).

• Added fixes for PSO algorihm and added new PSO algorithms to the framework (e83f545 by Klemen@Haxor).

• Added pylint to the makefile (416d91a by Klemen@Haxor).

• Added documentation to the benchmarks (fcafc4f by Klemen@Haxor).

• Added documentation to benchmarks (e5f534c by Klemen@Haxor).

• Added some fixes for test functions (0988707 by Klemen@Haxor).

• Added documentation to the ackley funciton (f9b2830 by Klemen@Haxor).

• Added some fixes for alpine function (03cea49 by Klemen@Haxor).

• Added fixes for ackley function (6fae029 by Klemen@Haxor).

• Added fixes for benchmark (0f2ede3 by Klemen@Haxor).

• Added fixes for utility for the task (b64a370 by Klemen@Haxor).

• Added some fixes for arg parser (a20be4a by Klemen@Haxor).

• Added some fixes for runner test (f2b9f8d by Klemen@Haxor).

• Added import fix (d1561c2 by Klemen@Haxor).

• Added firxes for utiliy test (387bffb by Klemen@Haxor).

• Added fixes for buld (e48f50a by Klemen@Haxor).

• Added some fixes for return (a72cb7d by Klemen@Haxor).

• Added fix for cyclic import (5829e33 by Klemen@Haxor).

• Added fixes for SA algorithm for new interface (97664c7 by Klemen@Haxor).

• Added fixes for NMM algorithm for new interface (26910e7 by Klemen@Haxor).

• Added fixes for HC algorithm for new interface (2641219 by Klemen@Haxor).

• Added fixes for ASO algorithm for new interface (1715bcd by Klemen@Haxor).

• Added new development algorithm (fcad87d by Klemen@Haxor).

• Added development versions of two algorithms (7e04413 by Klemen@Haxor).

• Added fixes for jDE algorithm for new interface (61e0bd5 by Klemen@Haxor).

• Added fixes for HDE algorithms for new interface (0b75d5d by Klemen@Haxor).

• Added fixes for HBA algorithm for new interface (6fe0f24 by Klemen@Haxor).

• Added development versions of algorithms to package (9748819 by Klemen@Haxor).

• Added fixes for ABC algorithm for new interface (9a6bdfd by Klemen@Haxor).

• Added some samll updates for error reporting and some other fixes (194774e by Klemen@Haxor).

• Added updated test case for algorithms (74859ec by Klemen@Haxor).

• Added updated algorithm interface (769da15 by Klemen@Haxor).

• add 3.8 python version to CI (31014c2 by Grega Vrbančič).

• Added Cat Swarm Optimization algorithm (#216) (a49e283 by mihaelmika).

• added CS example in README (428a1f2 by firefly-cpp).

• Added fixes for fpa (179f6e8 by Klemen Berkovic).

• Added fix for python 2.7.15 (10a48fb by KlemenLapTop).

• Added new version of files with fixes. (b520f7f by KlemenLapTop).

• Added fixes for python2 (590a330 by KlemenLapTop).

• Added new version of file (1e671df by Klemen Berkovic).

• Added fixes for pylint (db47fd9 by Klemen Berkovic).

• Added new version of flies (4f93edf by Klemen Berkovic).

• Added fixes (e9aa5ef by KlemenLapTop).

• Added fixes for documentation, algorithms and tests (7c82353 by Klemen Berkovic).

• Added new version of files (40644e8 by KlemenLapTop).

• Added new versions of files. (71efc4f by Klemen Berkovic).

• Added new version of files. (041b18f by Klemen Berkovic).

• Added new version of file. (2822e07 by Klemen Berkovic).

• Added fixes for ABC algorithm. (fa792b6 by Klemen Berkovic).

• Added documentation fixes and new fixes for new population initialization. (bfee01b by KlemenLapTop).

• Added new documentation and fixes for new interaface used. (043616b by KlemenLapTop).

• Added new doumentation strigs and some fixes (92aa1b4 by KlemenLapTop).

• Added new fixes and documentation (75f5f51 by Klemen Berkovic).

• Added new documentation strings (094f7e3 by KlemenLapTop).

• Added documentations (b4fdf79 by Klemen Berkovic).

• Added new documentation fixes (bc07a15 by KlemenLapTop).

• Added new docoumentation and some fixes to algorithms (0b649bc by Klemen Berkovic).

• Added fixes for new Algorithm interface (fa78942 by KlemenLapTop).

• Added fixes for new interface with genrator (02f6ef1 by KlemenLapTop).

• Added fixes for new interface (f70b0ea by KlemenLapTop).

• Added fixes to main interfaces so now we use generator (2201eb3 by KlemenLapTop).

• Added fixes for yiealding and population initialization (3c759ed by KlemenLapTop).

• Added fix for maximization (468e040 by KlemenLapTop).

• Added some fixes (709fca0 by Klemen_HomeHome_Home).

• Added fix based on tests (a0befa8 by Klemen_HomeHome_Home).

• Added new alogithm (1257d52 by Klemen Berkovic).

• Added pylint fixes (fe2a83b by Klemen).

• Added new task and fix of parameters for DE algorith (7897e7b by Klemen Berkovic).

• Added missing files (d1d2c74 by Klemen Berkovic).

• Added fixes for some algoritms (64357ae by Klemen Berkovic).

• add scandir dev dependency (#176) (e2b9f76 by Grega Vrbančič).

• Added pydocstyle fixes (f8c2da9 by Klemen).

• Added missing space between operator (224b2c4 by Klemen).

• Added new fixses for pylint (038d95e by Klemen).

• Added small fixes for pycodestyle (fc7ba6c by Klemen).

• Added fixes for pylint errors and warnings (63569ae by Klemen).

• Added fixes for new algorithms (f98d68d by Klemen).

• Added CS algorithm and test for this algorithm (c16ad16 by Klemen Berkovic).

• Added new CRO algorithm with tests for this algorithm (5c5a885 by Klemen Berkovic).

• Added iterations counter to some of the algorithms (08dfff6 by Klemen).

• Added fixes for stopping conditions (c7ee5be by Klemen).

• Added stopping conditions (6fc77f9 by Klemen).

• added package (26f6196 by firefly-cpp).

• added mfo to readme (a05c979 by kivancguckiran).

• added moth flame optimizer (8cd6586 by kivancguckiran).

• Add conda recipe (27d19af by GregaVrbancic).

• Added new tests (0e36e41 by Klemen).

• Added python 3.7 environment to build systems (cd372af by Klemen).

• Added dependencie for python environment (887ee7b by Klemen).

• Added dependecies (376620f by Klemen).

• Added fixes for algorithms and added new tests (56eba2a by Klemen).

• Added authos for new algorithms and some algorithm fixes (464efad by Klemen).

• Added new interfaces for scaling the task (fcc03ac by Klemen).

• Added fixes for algorithms and new implementations of new algorithms (feaf5bf by Klemen).

• Added new test cases (a0ad8da by Klemen).

• Added tests (6f7b8fa by Klemen).

• Added multiple seed option (fc29c13 by Klemen).

• Added implementation of hybrid algorithm (35745e3 by Klemen).

• Added names of benchmarks (16e0f40 by Klemen).

• Added fix for version testing (079ca9b by Klemen).

• Added new benchmark functions and added fixes (774c9a8 by Klemen).

• Added new Hybrid algorithms (b6c50ed by Klemen).

• Added fixes for new location of argparser (2008541 by Klemen).

• Added interface static method for getting name (e5ff6e6 by Klemen).

• Added algorithm fix and fix cli parser (eb14da1 by Klemen).

• Added CEC2014 and CEC2015 competitions (89b952e by Klemen).

• added test algorithm (f327d79 by Klemen).

• Added cec14 data and test functions (8a80036 by Klemen).

• Added full implementation of CMA-ES (c6f3dcc by Klemen).

• Added CMA-ES algorithm (62b33b5 by Klemen).

• Added run example for simulated annealing (e7e6888 by Klemen).

• add docs dependency (5078413 by GregaVrbancic).

• add missing dependences in Pipfile. add documentation section in the docs. add other algorithms packackage to the documentation (753636d by GregaVrbancic).

• Added new ASO algorithm and added fix for FA algorithm (78ccfd0 by Klemen).

• Added dependencies for coverage (d3e9181 by Klemen).

• added coverage dependencies (4297bfd by Klemen).

• Added Gravitational search algorithm (88821a2 by Klemen).

• Added new examples. (3706b6b by Klemen).

• Added fixses for ES1p1 algorithm for python2 (d087755 by Klemen).

• Added new dependencies and some Makefile fixes (6e20425 by Klemen).

• Added new tests and code style fix (93f4cfe by Klemen).

• Added jde with population reduction (6c0a21f by Flyzoor).

• Added implementation of MTSv1 algorithm (3c9295a by Klemen).

• added to list of Contributors (efdc701 by Flyzoor).

• added IHC and SA algorithms (f1d780d by Flyzoor).

• Added hillclimb and simulated anealing (bfcc001 by jan.popic).

• Added MTS algorithm (f25d3c3 by Klemen).

• Added new NMM algorithm (bbdb2e2 by Klemen).

• Added new tests, fixes for pylint and fixes for algorithms (b444b9f by Klemen).

• Added new dymFWA algorithm (cfb739b by Klemen).

• Added new algorithm FWA and EFWA (5413454 by Klemen).

• Added matlab code implementation for KH algorithm (414d523 by Klemen).

• Added new fixes and implementation from matlab. (f60645b by Klemen).

• Added random generators to Algorithm (65c200f by Klemen).

• Added Krill herd alogrithm (9a088ff by Klemen).

• Added option for maxsimization of objective function (1b0ef65 by Klemen).

• Added new examples in benchmark functions (78a604e by Klemen).

• Added new test function and tests for them (20a8a00 by Klemen).

• Added some new selection operators for GA (8d9d998 by Klemen).

• Added new test funcitons (54d3185 by Klemen).

• Added Glowworm Swarm Optimization algorithm with fixes (4a80bcd by Klemen).

• Added new algorinh SCA and added some fixes for tests (3439628 by Klemen).

• Added new class for population idividual (7fe2385 by Klemen).

• Added Evolution Strategy algorith (0076a37 by Klemen).

• Added new task for ploting and printing solutions of the algorithm run (c305277 by Klemen).

• Added MKEv3 algorithm and new tests (45ed378 by Klemen).

• added some mkev3 implementaation (3c3bcb5 by Klemen).

• Added new algorithm (9b38024 by Klemen).

• Added new mutation stategy for DE algorithm. (da61277 by Klemen).

• Added new interface implementation (dfa20de by Klemen).

• Added Algorithm implementation to ArtificialBeeColonyAlgorithm and test fixes (4da4f79 by Klemen).

• Added pylint disable settings (7787e53 by Klemen).

• Added new benchmark functions and test for new benchmark functions (4298ef7 by Klemen).

• Added new alogorithms to algorithm factory (bb88610 by Klemen).

• Added new algorih with run example and tests for the algorithm (8ccb4ef by Klemen).

• Added camel algorithm with run example and tests for the algorithm (5aefddd by Klemen).

• Added new algoritm interface, added new test class and added new commiters (fc8b5a1 by Klemen).

• Added visualization for run_fa.py (3c55ba9 by rhododendrom).

Fixed

• Fixed flake8 versions (85f1531 by zStupan).

• Fix error loa.py (ef77b5e by AljoM).

• Fixed bug (4e9afb4 by zStupan).

• Fixed csendes function. (8b0c2d8 by zStupan).

• fixed docs (cb40a46 by zStupan).

• fixed maximization (ba3d8aa by zStupan).

• Fixed Maximization (#329) (a8efe76 by zStupan).

• Fix typo in jade.py (#324) (616b4eb by Ikko Ashimine). Co-authored-by: Grega Vrbančič grega.vrbancic@gmail.com

• Fix detection of two digit Python version (da2924f by Tomas Hrnciar).

• Fixed import error. (09a6e7f by zStupan).

• fixed linter errors (bd75cf6 by zStupan).

• fixed imports (ff1317a by zStupan).

• fixed error in _is_main_process_or_thread (9f086db by zStupan).

• fixed linting error (716bace by zStupan).

• fixed run method (1613f5e by zStupan).

• Fix flake8 Linting (75f4029 by Francisco J. Solis).

• Fixed ASO warnings (7dc6d55 by Francisco J. Solis).

• Fixed JADE algorithm (c31a243 by Francisco J. Solis).

• Fixed FA warnings (e5c753f by Francisco J. Solis).

• Fixed ES warnings (00aa68b by Francisco J. Solis).

• Fixed bug in Algorithm.runYield (#295) (fed55ba by zStupan).

• Fixed BFOA implementation (1bd84b9 by zStupan).

• Fixed spelling mistake in BFOA test (194117d by zStupan).

• Fixed bug in AlgorithmTestCase.test_algorithm_run method where test would fail if nGEN or nFES were provided as arguments (cffd57e by zStupan).

• fix dependecy problems (29440ba by Grega Vrbančič).

• Fixed some LaTeX formulas (#279) (d362d8c by sisco0).

• Fixed some latex related errors (e929187 by Francisco J. Solis-Munoz).

• Fixing issues related to tests at infinity benchmark and NPAging DE. (#267) (cea3b5f by sisco0).

• Fixing proportional function for ANpDETestCase (365c24e by Francisco J. Solis-Munoz).

• Fix setup.py io (b53a41f by Grega Vrbančič).

• Fix encoding issue (cc4ce62 by Grega Vrbančič).

• Fix build_description, update README.rst (d9be406 by Grega Vrbančič).

• Fix (0c877b3 by Grega Vrbančič).

• Fix typo (1c81db5 by Grega Vrbančič).

• Fix runner exports (#254) (fbcd30b by Grega Vrbančič).

• Fix GWO maximization (19a69bb by Grega Vrbančič).

• Fix docs styles (70589cc by Grega Vrbančič).

• Fix algorithm utility to work with python2 and add tests (b69dda7 by Grega Vrbančič).

• Fix for python 2.7 (40ab52f by Klemen@Haxor).

• Fix unpacking issue (a93dbeb by Grega Vrbančič).

• Fix python2 benchmark instance check (089ebf7 by Grega Vrbančič).

• Fix issue with syntax error for python 2.7, add compatibility layer for queue (d241fe9 by Grega Vrbančič).

• Fix publish workflow (#236) (71dfdfb by Grega Vrbančič).

• Fix pypi README (#235) (fa49027 by Grega Vrbančič).

• Fix bump2version (#234) (ba42770 by Grega Vrbančič).

• Fix bump2version configuration (6c73cbc by Grega Vrbančič).

• Fix for MTS algorihm for new interface (d987ec9 by Klemen@Haxor).

• Fixes comments in runner.py (#225) (749dcdb by Grega Vrbančič). Related issues/PRs: #211, #211

• fix comment. replace mutation and crossover with uniform one. (#223) (ac3fd06 by Grega Vrbančič).

• fix runner nRuns issue (#222) (aa984fa by Grega Vrbančič).

• Fixed unused import. (5b1db5e by RokPot).

• fix setup.py (2999557 by Grega Vrbančič).

• fixed example (0588f22 by firefly-cpp).

• Fixes (#203) (a40ac08 by Klemen).

• fix pyup config (fc300f0 by Grega Vrbančič).

• fixed test and replaced todo (d635cca by Luka).

• Fixes (871bc4e by KlemenLapTop).

• fix contributors table (fd4ba4b by Grega Vrbančič).

• Fixed some DE algorithms (522b191 by Klemen Berkovic).

• Fix for pylint for python 3.7 (fb8339f by Klemen).

• Fixes for pydocstyle (7cc574e by Klemen).

• Fixes for pylint (d308ec7 by Klemen).

• fix scrutinizer python version (22a09b2 by Grega Vrbančič).

• fix dependency issue for matplotlib on python 2.7.* (6914538 by Grega Vrbančič).

• fix dependency issue with matplotlib (7329cf9 by Grega Vrbančič).

• fix dependencies versions. version bump to 2.0.0rc4 (9e12d63 by Grega Vrbančič).

• fix travis.yml (7f8f35e by Grega Vrbančič).

• fix travis config for python 3.7 (0d92488 by Grega Vrbančič).

• fix meta.yaml to build generic anaconda package (953432e by Grega Vrbančič).

• fixes recipe. add envs for ci tests. etc (b165b73 by Grega Vrbančič).

• Fixes for return when stopping criteria when searching for maxima of problem (1344f58 by Klemen).

• Fixed issue where worse conditions are accepted. (c82f43e by kivanc guckiran).

• Fix for random number (8c430c9 by Klemen).

• Fixes for structure change (a2f7a02 by Klemen).

• Fixes for CMA-ES (9a0052b by Klemen).

• Fix for tabu search (435fa44 by Klemen).

• Fix for simulated annealing algorithm (8d29ca4 by Klemen).

• Fixed readme and added Tabu search algorithm (fd030c7 by Klemen).

• fix rtd conf (63544aa by GregaVrbancic).

• fix pipfile (91e6100 by GregaVrbancic).

• fix codestyle (69e1cea by GregaVrbancic).

• fix documentation comments to render properly in algorithms package (bb846c4 by GregaVrbancic).

• fixed formating of benchmark comments to properrly render documentation. (bfc20d1 by GregaVrbancic).

• fix dependencies listing in docs (0883374 by GregaVrbancic).

• Fix for dynFWA and added new dynFWA-G algorithm (4945793 by Klemen).

• Fixes for Gravitational search algorithm (6425225 by Klemen).

• Fix for ES(1+ 1) and moved new implementation of jDE (50c64d0 by Klemen).

• Fix of NMM algorithm (4be9921 by Klemen).

• Fix KH (ec9e0d4 by Klemen).

• Fixes for KH algorithm (13138b9 by Klemen).

• Fixed problem type usage in code (5950feb by Klemen).

• Fixes for ES algorithms (a0a377b by Klemen).

• Fixed problem in SCA algorithm, added beter solution fixing method (ce83ad3 by Klemen).

• Fixes for GA algorithm. (4b1229b by Klemen).

• Fix updating current position for particles in MKE algorithm (32edd7e by Klemen).

• Fixed DE algorithm and full implementation of mutational strategys (1fddef9 by Klemen).

• Fixes for pylint tests (8550edd by Klemen).

• Fixes for pycodestyle (c08c5b0 by Klemen).

• fix failing build (a20a84f by GregaVrbancic).

• Fixed DE evaluations counter (2ee5a31 by Uroš Mlakar).

• Fix renamed PyPI package (9eab232 by Jace Browning).

Changed

• Changed package name to lowercase (3bb1286 by zStupan).

• changed source of random generation, tests added (0a23957 by Luka Pečnik).

• Changed usage of print to logger printing (8f86c41 by Klemen).

Removed

• Removed vim comment (f64ad78 by zStupan).

• Removed Infinity function (duplicate of Csendes) (94cca09 by zStupan).

• remove export directory (#327) (cc77c26 by zStupan).

• Remove ThrowingTask and CountingTask (#323) (d396b0e by zStupan).

• Removed algohm and benchmark utility classes. (fedfd5f by zStupan).

• removed type_parameters method, fixed examples. (5c94493 by zStupan).

• removed statistics utility (aaddf8d by zStupan).

• removed future imports (3e67c4f by zStupan).

• removed duplicated tests (3d068e3 by zStupan).

• Removed scipy dependency (333928a by zStupan).

• Removed unnecessary index reset in runIteration (e5454c4 by zStupan).

• Remove PyLint and cleanup (4fe4945 by Grega Vrbančič).

• Remove pylint dependency from Pipfile (107844b by Grega Vrbančič).

• remove python 3.8 target, due to incompatibility issues with scipy and numpy libraries. (4e5adca by Grega Vrbančič).

• remove class which is not algorithm from list. (bf6d5cd by Grega Vrbančič).

• Removed old files (8c7636e by KlemenLapTop).

• Remove unused algorithms from main files (f9f576d by KlemenLapTop).

• Removed some bolted code (f9968a7 by KlemenLapTop).

• remove 3.7 env because of unsupported some dev dependencies (061de34 by Grega Vrbančič).

• Removed newer verison of Python (8a83382 by Klemen).

• Removed build files for cec competions (f3f82df by Klemen).

1.0.1 - 2018-03-21

Compare with 1.0.0

Added

• add dependencies list to README with link to development dependencies list. (35046d3 by GregaVrbancic).

Fixed

• fix (20148a9 by lucijabrezocnik).

• fix paper title (3fdd630 by GregaVrbancic).

• fix paper styling (8e8df85 by GregaVrbancic).

1.0.0 - 2018-02-28

Compare with first commit

Added

• add scripts for running all examples (8de916b by GregaVrbancic).

• add getting started guide (df35aed by Grega Vrbančič).

• added test for PSO (5a38f5e by firefly-cpp).

• add testing section to documentation (c7e87bb by GregaVrbancic).

• add documentation for support (7d3542d by GregaVrbancic).

• add NiaPy logo to index (20d09c3 by GregaVrbancic).

• adding documentation (ae0285a by GregaVrbancic).

• add full sphinx documentation structure. (4a3495a by GregaVrbancic).

• add basic class documentation for algorithms (3878ff1 by GregaVrbancic).

• add .readthedocs.yml (3351859 by GregaVrbancic).

• add basic documentation structure (91ea6c9 by GregaVrbancic).

• add basic documentation using Sphinx (a553637 by GregaVrbancic).

• add MinGW guide (a25c743 by GregaVrbancic).

• add os compatibillity fixes. (600abd6 by GregaVrbancic).

• add some mingw installation guide text (14f24ac by GregaVrbancic).

• add beginning of begginers guide. (b9bb231 by Grega Vrbančič).

• Add ABC example to README.md (44f58f0 by Grega Vrbančič).

• add basic latex export (3ed416a by GregaVrbancic).

• add comment of arguments for fpa.py (cb973fb by rhododendrom).

• add tabulate dependency. (d34352e by GregaVrbancic).

• add runner export to xlsx (ad347e9 by GregaVrbancic).

• add runner fixes. add runner export to json (43a8f00 by GregaVrbancic).

• add abc to runner (b1157c1 by GregaVrbancic).

• add entries in README.md (1ad4bd0 by GregaVrbancic).

• add schwefel variation implementations. (2e9ff89 by GregaVrbancic).

• add whitley function implementation (8d05b28 by GregaVrbancic).

• add contributors list to README.md (7b2c59a by Grega Vrbančič).

• Added jDE,PSO,ABC,GA(buggy code) (0f1e3a6 by Uroš Mlakar).

• add support for all algorithms in Runner. add example usage with test. (95ce127 by GregaVrbancic).

• add support for custom benchmark in runner. (8f058c6 by GregaVrbancic).

• add support for DE algorithm (791eb24 by Grega Vrbančič).

• add basic structure for runner (20e4f29 by GregaVrbancic).

• add modified algorithm implementation (#17) (b39ade5 by Grega Vrbančič).

• add fpa example. update README.md with example. (f9c33ec by GregaVrbancic).

• add benchmarks module (9d22ae6 by GregaVrbancic). modified: NiaPy/init.py, new file: NiaPy/benchmarks/init.py, modified: NiaPy/benchmarks/rastrigin.py, modified: NiaPy/benchmarks/rosenbrock.py, modified: NiaPy/benchmarks/sphere.py

• add missing test file (9a9c510 by GregaVrbancic).

• add simple test (d241db1 by GregaVrbancic).

• add PR and issue templates. add some documentation (f528731 by Grega Vrbančič).

• added reference for DE (dfab1a6 by firefly-cpp).

• add needed dependencies (#7) (8c5564c by Grega Vrbančič).

• adding flower pollination algorithm (0fec37f by rhododendrom).

• add hybrid bat algorithm implementation with example (2c86e04 by GregaVrbancic).

• add content to README.md (6c153a8 by GregaVrbancic).

• add 2.7.14 python environment to .travis.yml (abbcb45 by GregaVrbancic).

• add featuring algorithms in README.md (56b3891 by GregaVrbancic).

• add disclaimer to README.md (893a1b9 by GregaVrbancic).

Fixed

• fix algorithms docs (d885664 by GregaVrbancic).

• fix README.rst (667b018 by GregaVrbancic).

• fix cs code style (a145abf by Grega Vrbančič).

• fixes PyPI project description style (1fb9b90 by GregaVrbancic).

• fixes image issue in PyPI project description (bf90995 by GregaVrbancic).

• fixes build scripts. version bump. (8dda8e5 by GregaVrbancic).

• fixes PyPI project description. version bump. (f0c7b5c by GregaVrbancic).

• fix (8bdee89 by Lucija Brezočnik).

• fix code for python versions compatibillity (94d605f by GregaVrbancic).

• fix call method (219d691 by GregaVrbancic).

• fix code style issues (44eeb0b by GregaVrbancic).

• fix build (f8dab84 by Lucija Brezočnik).

• fix docs (e9c4c60 by Grega Vrbančič).

• fixes on jDE (ef5dfcf by firefly-cpp).

• fixes (f4b2673 by Grega Vrbančič).

• fix code style (06d7c71 by Grega Vrbančič).

• Fixed some problems in CS (062855b by rhododendrom).

• fix auto build docs (ecf9a4e by GregaVrbancic).

• fix docs build (97359ea by GregaVrbancic).

• fix indent (b56c412 by lucijabrezocnik).

• fix codestyle (b3bc7ab by Grega Vrbančič).

• fixing codestyle (6f7de3b by Grega Vrbančič).

• Fixed evals, added cuckoo search (372ddbe by Uroš Mlakar).

• fix issues (dbf2c1f by Lucija Brezočnik).

• fix setup.py (a86d191 by GregaVrbancic).

• fix division by 0 (0e9e112 by GregaVrbancic).

• fix latex export (6f8895d by GregaVrbancic).

• fix code style of function tests (d37a920 by GregaVrbancic).

• fixed (d27d2c8 by lucijabrezocnik).

• fix code style syntax (613bd03 by Grega Vrbančič).

• fix merge (1253298 by GregaVrbancic).

• fix code style and comment (116ff3a by GregaVrbancic).

• fix bounds for sphere function (d669d11 by GregaVrbancic).

• fix issues with benchmarks. (58badd2 by GregaVrbancic).

• fix logger (f6ac839 by GregaVrbancic).

• fix old class notation (a1bc347 by GregaVrbancic).

• fix test code style (4a4df88 by GregaVrbancic).

• fixing indentation (c80aa38 by firefly-cpp).

Changed

• changes (951a224 by firefly-cpp).

• changes in PSO (e3f0066 by firefly-cpp).

• changes in DE & jDE (b579a8a by rhododendrom).

• changes in CS (30cd1af by rhododendrom).

• changes in README (df761d8 by firefly-cpp).

• changes in FA, HBA (f6685cf by firefly-cpp).

• changed FPA (6c9f445 by firefly-cpp).

• changed gwo (246d84e by firefly-cpp).

Removed

• remove print (ab9582f by firefly-cpp).

• remove tabulate dependency (9ed388b by GregaVrbancic).

2.6.0 - 2025-11-21

Compare with v2.5.2

Fixed

• fix: dependecies and conda build (#720) (2f86304 by Grega Vrbančič). Co-authored-by: Copilot 175728472+Copilot@users.noreply.github.com, Co-authored-by: Copilot 198982749+Copilot@users.noreply.github.com, Co-authored-by: GregaVrbancic 1894788+GregaVrbancic@users.noreply.github.com

v2.5.2 - 2025-01-06

Compare with v2.5.1

Fixed

• Fix (54ef8df by Grega Vrbančič).

• fix dependabot config (109563f by Grega Vrbančič).

• Fix numpy 2.0 compatibility in ILSHADE implementation (99cb246 by Iztok Fister Jr.).

v2.5.1 - 2024-10-29

Compare with v2.3.1

Added

• added run and test files (362f5a9 by Grega).

Fixed

• fix: scout bee phrase of ABC (81a4fd9 by 陈薛强).

• fixed comma init.py (2c6e4f2 by GregaRubin).

• fixed numpy compatibility errors (6ba82fa by zStupan).

v2.3.1 - 2024-05-17

Compare with v2.3.0

Fixed

• fix: workflow for publishing to pypi (9e61439 by Grega Vrbančič).

v2.3.0 - 2024-05-17

Compare with v2.2.0

v2.2.0 - 2024-05-17

Compare with 2.1.0

Added

• add example code (de3a522 by zStupan).

Removed

• Remove TestingTask class (d783f69 by zStupan).

2.1.0 - 2023-12-19

Compare with 2.0.5

Added

• Add repology badge (6d56ff5 by Iztok Fister Jr).

• Added pyproject.toml and poetry lock (f459f56 by zStupan).

• added before_run and after_run callbacks. added a reference to the algorithm in Callback class (f54f7c2 by zStupan).

• added callback example (ea82514 by zStupan).

• Added callbacks, removed the run_task and iteration_generator methods, moved functionallity to Algorithm.run (cc08dac by zStupan).

Fixed

• fixed tests (a9e68b4 by zStupan).

• fix pypi workflow (5966cf3 by zStupan).

• fix docs warnings (ab71ddc by zStupan).

Removed

• removed unused files (a48d1ff by zStupan).

• remove pytest-custom-exit-code plugin (90a15ed by zStupan).

2.0.5 - 2023-03-26

Compare with 2.0.4

Fixed

• fixed exporting to excel (45d0e5f by zStupan).

2.0.4 - 2022-11-20

Compare with 2.0.3

Fixed

• Fix lint errors (51d46b2 by zStupan).

2.0.3 - 2022-09-03

Compare with 2.0.2

Fixed

• Fix issue with verions (8c2db3e by Grega Vrbančič).

• fixes in lshade.py (25704ba by Ales).

• fixes in shade.py (e6e5a4a by Ales).

2.0.2 - 2022-05-22

Compare with 2.0.1

Added

• Added get_parameters to ParticleSwarmOptimization (9a392f6 by zStupan).

Fixed

• Fix get_parameters (c8acca8 by zStupan).

2.0.1 - 2022-03-05

Compare with 2.0.0

Added

• Add instructions for install from AUR (e437349 by Carlos Aznarán Laos).

• Add nice badge for showing the total downloads of this package (#370) (08f24ff by firefly-cpp). Co-authored-by: Grega Vrbančič grega.vrbancic@gmail.com

• Add incremental testing to main workflow supported with cache (#369) (652f482 by Grega Vrbančič).

• Add pytest-testmon to reduce the execution time of tests. (#366) (906db6c by Grega Vrbančič).

Fixed

• fix formatting (5b2c174 by zStupan).

• Fix example (9f0d807 by zStupan).

• fix broken flake8 (6433e0e by zStupan).

• Fix setup error (6f26a93 by zStupan).

• Fix bash configuration in main workflow (4f9108c by Grega Vrbančič).

• fixed linter error (fe545db by zStupan).

• fixed Alpine2 test (1bc80de by zStupan).

• Fixed clonalg implementation (d14257c by zStupan).

• Fixed michalewicz references (4e1324e by Francisco J. Solis).

• Fixed more typos in Python files (5b38deb by Francisco J. Solis).

• Fixed typos over comments on Python files (3698516 by Francisco J. Solis).

2.0.0 - 2021-12-27

Compare with 1.0.1

Added

• Add badge for Fedora (#356) (c707ed3 by firefly-cpp).

• Add test_loa.py (393b495 by AljoM).

• Added an algorithm (8a323c0 by AljoM).

• Added run_loa.py (8788848 by AljoM).

• Added loa.py (2d7f1d4 by AljoM).

• Added missing test problems. (e7323ce by zStupan).

• Added CLONALG. (95df86c by zStupan).

• Add Python 3.10 tag (#336) (ae8e112 by firefly-cpp).

• added Problems.md (bf7a5df by zStupan).

• added feature selection tutorial (57965bf by zStupan).

• added missing algorithms to factory (9306a5c by zStupan).

• Added flag to enable/disable swarming (a6bdd5e by zStupan).

• Added factory util functions. (0a401cc by zStupan).

• added a more robust backwards compatible check for main thread (4bcd79f by zStupan).

• Added BFOA example (fed0b20 by zStupan).

• Added BFOA implementation (0b5b6a8 by zStupan).

• Added mean skipping NaNs and infs (ca02a4d by Francisco J. Solis-Munoz).

• Add workflow for publish to anaconda, setup.py fixes (#259) (16532a5 by Grega Vrbančič).

• Add python 3.8 (#250) (1526826 by Grega Vrbančič).

• Added fixes for BA algorithms. (26e8367 by Klemen@Haxor).

• Added fixes for flake (336aafe by Klemen@Haxor).

• Added some fixes to the examples (3998385 by Klemen@Haxor).

• Added some fixes for BA algorithms (556c136 by Klemen@Haxor).

• Added fixed exampels (7e9cafd by Klemen Berkovic).

• Added some fixes for non ASCII (9374895 by Klemen@Haxor).

• Added new algorithms and test for them (505d250 by Klemen@Haxor).

• Added some igneing for flake (1eafb9f by Klemen@Haxor).

• Added fixes for ploting method of convegence graph (20460fe by Klemen@Haxor).

• Added new tests for tasks and added fix for conv plot (e92dd26 by Klemen@Haxor).

• Added new fixes for tests. (d6c518f by Klemen@Haxor).

• Added fixes for tests (3c8bb50 by Klemen@Haxor).

• Added some fixes for flake (ef0a038 by Klemen@Haxor).

• Added fixed runing problems based on docstrings (cd6a10b by Klemen@Haxor).

• Added new fixes for tests (2d52403 by Klemen@Haxor).

• Added updated examples (a9e46f9 by Klemen@Haxor).

• Added missing examples for the algorithms (26af264 by Klemen@Haxor).

• Added fixes for SCA algorithm for new interface (90f6f09 by Klemen@Haxor).

• Added fixes for MKE algorithm for new interface (0e6423b by Klemen@Haxor).

• Added fixes for MFO algorihm for new interface (22f9a0a by Klemen@Haxor).

• Added fixes for MBO algoirhm for new interface (56c18b2 by Klemen@Haxor).

• Added fixes for KH algorithm for the new interface (6003347 by Klemen@Haxor).

• Added fixes for HS algorithm for new interface (9a17f44 by Klemen@Haxor).

• Added fixes for GWO algorithm for new interface (d3e20e8 by Klemen@Haxor).

• Added fixes for GSO algorithm for new interface (4c22207 by Klemen@Haxor).

• Added fixes for GSA algorithm for new interface (e14408b by Klemen@Haxor).

• Added fixes for GA algorithm for new interface (6fc51bc by Klemen@Haxor).

• Added fixes for FWA algorihtm for new interface (de680bb by Klemen@Haxor).

• Added fixes for FSS algorithm for the new interface (8310e9e by Klemen@Haxor).

• Added fixes for FPA algorithm for the new interface (0cb319b by Klemen@Haxor).

• Added fixes for FOA algorithm for the new interface (7fb43b1 by Klemen@Haxor).

• Added fixes for FA algorithm for the new interface (b8c79aa by Klemen@Haxor).

• Added fixes for ES algorithms for the new interface (fbb51ac by Klemen@Haxor).

• Added fixes for DE algorithms for the new interface (2800e0c by Klemen@Haxor).

• Added fixes for CSO algorihm for the new interface (483283c by Klemen@Haxor).

• Added fixes for CS algorithm for the new interface (b642ed2 by Klemen@Haxor).

• Added fixes for CRO algorihtm for the new interface (114f9a7 by Klemen@Haxor).

• Added fixes for CA algorithm for the new interface (1444601 by Klemen@Haxor).

• Added fixes for BEA algorithm for new interface (3adc417 by Klemen@Haxor).

• Added fixes for BA algorithm for new interface (97e5a14 by Klemen@Haxor).

• Added fixes for PSO algorihm and added new PSO algorithms to the framework (e83f545 by Klemen@Haxor).

• Added pylint to the makefile (416d91a by Klemen@Haxor).

• Added documentation to the benchmarks (fcafc4f by Klemen@Haxor).

• Added documentation to benchmarks (e5f534c by Klemen@Haxor).

• Added some fixes for test functions (0988707 by Klemen@Haxor).

• Added documentation to the ackley funciton (f9b2830 by Klemen@Haxor).

• Added some fixes for alpine function (03cea49 by Klemen@Haxor).

• Added fixes for ackley function (6fae029 by Klemen@Haxor).

• Added fixes for benchmark (0f2ede3 by Klemen@Haxor).

• Added fixes for utility for the task (b64a370 by Klemen@Haxor).

• Added some fixes for arg parser (a20be4a by Klemen@Haxor).

• Added some fixes for runner test (f2b9f8d by Klemen@Haxor).

• Added import fix (d1561c2 by Klemen@Haxor).

• Added firxes for utiliy test (387bffb by Klemen@Haxor).

• Added fixes for buld (e48f50a by Klemen@Haxor).

• Added some fixes for return (a72cb7d by Klemen@Haxor).

• Added fix for cyclic import (5829e33 by Klemen@Haxor).

• Added fixes for SA algorithm for new interface (97664c7 by Klemen@Haxor).

• Added fixes for NMM algorithm for new interface (26910e7 by Klemen@Haxor).

• Added fixes for HC algorithm for new interface (2641219 by Klemen@Haxor).

• Added fixes for ASO algorithm for new interface (1715bcd by Klemen@Haxor).

• Added new development algorithm (fcad87d by Klemen@Haxor).

• Added development versions of two algorithms (7e04413 by Klemen@Haxor).

• Added fixes for jDE algorithm for new interface (61e0bd5 by Klemen@Haxor).

• Added fixes for HDE algorithms for new interface (0b75d5d by Klemen@Haxor).

• Added fixes for HBA algorithm for new interface (6fe0f24 by Klemen@Haxor).

• Added development versions of algorithms to package (9748819 by Klemen@Haxor).

• Added fixes for ABC algorithm for new interface (9a6bdfd by Klemen@Haxor).

• Added some samll updates for error reporting and some other fixes (194774e by Klemen@Haxor).

• Added updated test case for algorithms (74859ec by Klemen@Haxor).

• Added updated algorithm interface (769da15 by Klemen@Haxor).

• add 3.8 python version to CI (31014c2 by Grega Vrbančič).

• Added Cat Swarm Optimization algorithm (#216) (a49e283 by mihaelmika).

• added CS example in README (428a1f2 by firefly-cpp).

• Added fixes for fpa (179f6e8 by Klemen Berkovic).

• Added fix for python 2.7.15 (10a48fb by KlemenLapTop).

• Added new version of files with fixes. (b520f7f by KlemenLapTop).

• Added fixes for python2 (590a330 by KlemenLapTop).

• Added new version of file (1e671df by Klemen Berkovic).

• Added fixes for pylint (db47fd9 by Klemen Berkovic).

• Added new version of flies (4f93edf by Klemen Berkovic).

• Added fixes (e9aa5ef by KlemenLapTop).

• Added fixes for documentation, algorithms and tests (7c82353 by Klemen Berkovic).

• Added new version of files (40644e8 by KlemenLapTop).

• Added new versions of files. (71efc4f by Klemen Berkovic).

• Added new version of files. (041b18f by Klemen Berkovic).

• Added new version of file. (2822e07 by Klemen Berkovic).

• Added fixes for ABC algorithm. (fa792b6 by Klemen Berkovic).

• Added documentation fixes and new fixes for new population initialization. (bfee01b by KlemenLapTop).

• Added new documentation and fixes for new interaface used. (043616b by KlemenLapTop).

• Added new doumentation strigs and some fixes (92aa1b4 by KlemenLapTop).

• Added new fixes and documentation (75f5f51 by Klemen Berkovic).

• Added new documentation strings (094f7e3 by KlemenLapTop).

• Added documentations (b4fdf79 by Klemen Berkovic).

• Added new documentation fixes (bc07a15 by KlemenLapTop).

• Added new docoumentation and some fixes to algorithms (0b649bc by Klemen Berkovic).

• Added fixes for new Algorithm interface (fa78942 by KlemenLapTop).

• Added fixes for new interface with genrator (02f6ef1 by KlemenLapTop).

• Added fixes for new interface (f70b0ea by KlemenLapTop).

• Added fixes to main interfaces so now we use generator (2201eb3 by KlemenLapTop).

• Added fixes for yiealding and population initialization (3c759ed by KlemenLapTop).

• Added fix for maximization (468e040 by KlemenLapTop).

• Added some fixes (709fca0 by Klemen_HomeHome_Home).

• Added fix based on tests (a0befa8 by Klemen_HomeHome_Home).

• Added new alogithm (1257d52 by Klemen Berkovic).

• Added pylint fixes (fe2a83b by Klemen).

• Added new task and fix of parameters for DE algorith (7897e7b by Klemen Berkovic).

• Added missing files (d1d2c74 by Klemen Berkovic).

• Added fixes for some algoritms (64357ae by Klemen Berkovic).

• add scandir dev dependency (#176) (e2b9f76 by Grega Vrbančič).

• Added pydocstyle fixes (f8c2da9 by Klemen).

• Added missing space between operator (224b2c4 by Klemen).

• Added new fixses for pylint (038d95e by Klemen).

• Added small fixes for pycodestyle (fc7ba6c by Klemen).

• Added fixes for pylint errors and warnings (63569ae by Klemen).

• Added fixes for new algorithms (f98d68d by Klemen).

• Added CS algorithm and test for this algorithm (c16ad16 by Klemen Berkovic).

• Added new CRO algorithm with tests for this algorithm (5c5a885 by Klemen Berkovic).

• Added iterations counter to some of the algorithms (08dfff6 by Klemen).

• Added fixes for stopping conditions (c7ee5be by Klemen).

• Added stopping conditions (6fc77f9 by Klemen).

• added package (26f6196 by firefly-cpp).

• added mfo to readme (a05c979 by kivancguckiran).

• added moth flame optimizer (8cd6586 by kivancguckiran).

• Add conda recipe (27d19af by GregaVrbancic).

• Added new tests (0e36e41 by Klemen).

• Added python 3.7 environment to build systems (cd372af by Klemen).

• Added dependencie for python environment (887ee7b by Klemen).

• Added dependecies (376620f by Klemen).

• Added fixes for algorithms and added new tests (56eba2a by Klemen).

• Added authos for new algorithms and some algorithm fixes (464efad by Klemen).

• Added new interfaces for scaling the task (fcc03ac by Klemen).

• Added fixes for algorithms and new implementations of new algorithms (feaf5bf by Klemen).

• Added new test cases (a0ad8da by Klemen).

• Added tests (6f7b8fa by Klemen).

• Added multiple seed option (fc29c13 by Klemen).

• Added implementation of hybrid algorithm (35745e3 by Klemen).

• Added names of benchmarks (16e0f40 by Klemen).

• Added fix for version testing (079ca9b by Klemen).

• Added new benchmark functions and added fixes (774c9a8 by Klemen).

• Added new Hybrid algorithms (b6c50ed by Klemen).

• Added fixes for new location of argparser (2008541 by Klemen).

• Added interface static method for getting name (e5ff6e6 by Klemen).

• Added algorithm fix and fix cli parser (eb14da1 by Klemen).

• Added CEC2014 and CEC2015 competitions (89b952e by Klemen).

• added test algorithm (f327d79 by Klemen).

• Added cec14 data and test functions (8a80036 by Klemen).

• Added full implementation of CMA-ES (c6f3dcc by Klemen).

• Added CMA-ES algorithm (62b33b5 by Klemen).

• Added run example for simulated annealing (e7e6888 by Klemen).

• add docs dependency (5078413 by GregaVrbancic).

• add missing dependences in Pipfile. add documentation section in the docs. add other algorithms packackage to the documentation (753636d by GregaVrbancic).

• Added new ASO algorithm and added fix for FA algorithm (78ccfd0 by Klemen).

• Added dependencies for coverage (d3e9181 by Klemen).

• added coverage dependencies (4297bfd by Klemen).

• Added Gravitational search algorithm (88821a2 by Klemen).

• Added new examples. (3706b6b by Klemen).

• Added fixses for ES1p1 algorithm for python2 (d087755 by Klemen).

• Added new dependencies and some Makefile fixes (6e20425 by Klemen).

• Added new tests and code style fix (93f4cfe by Klemen).

• Added jde with population reduction (6c0a21f by Flyzoor).

• Added implementation of MTSv1 algorithm (3c9295a by Klemen).

• added to list of Contributors (efdc701 by Flyzoor).

• added IHC and SA algorithms (f1d780d by Flyzoor).

• Added hillclimb and simulated anealing (bfcc001 by jan.popic).

• Added MTS algorithm (f25d3c3 by Klemen).

• Added new NMM algorithm (bbdb2e2 by Klemen).

• Added new tests, fixes for pylint and fixes for algorithms (b444b9f by Klemen).

• Added new dymFWA algorithm (cfb739b by Klemen).

• Added new algorithm FWA and EFWA (5413454 by Klemen).

• Added matlab code implementation for KH algorithm (414d523 by Klemen).

• Added new fixes and implementation from matlab. (f60645b by Klemen).

• Added random generators to Algorithm (65c200f by Klemen).

• Added Krill herd alogrithm (9a088ff by Klemen).

• Added option for maxsimization of objective function (1b0ef65 by Klemen).

• Added new examples in benchmark functions (78a604e by Klemen).

• Added new test function and tests for them (20a8a00 by Klemen).

• Added some new selection operators for GA (8d9d998 by Klemen).

• Added new test funcitons (54d3185 by Klemen).

• Added Glowworm Swarm Optimization algorithm with fixes (4a80bcd by Klemen).

• Added new algorinh SCA and added some fixes for tests (3439628 by Klemen).

• Added new class for population idividual (7fe2385 by Klemen).

• Added Evolution Strategy algorith (0076a37 by Klemen).

• Added new task for ploting and printing solutions of the algorithm run (c305277 by Klemen).

• Added MKEv3 algorithm and new tests (45ed378 by Klemen).

• added some mkev3 implementaation (3c3bcb5 by Klemen).

• Added new algorithm (9b38024 by Klemen).

• Added new mutation stategy for DE algorithm. (da61277 by Klemen).

• Added new interface implementation (dfa20de by Klemen).

• Added Algorithm implementation to ArtificialBeeColonyAlgorithm and test fixes (4da4f79 by Klemen).

• Added pylint disable settings (7787e53 by Klemen).

• Added new benchmark functions and test for new benchmark functions (4298ef7 by Klemen).

• Added new alogorithms to algorithm factory (bb88610 by Klemen).

• Added new algorih with run example and tests for the algorithm (8ccb4ef by Klemen).

• Added camel algorithm with run example and tests for the algorithm (5aefddd by Klemen).

• Added new algoritm interface, added new test class and added new commiters (fc8b5a1 by Klemen).

• Added visualization for run_fa.py (3c55ba9 by rhododendrom).

Fixed

• Fixed flake8 versions (85f1531 by zStupan).

• Fix error loa.py (ef77b5e by AljoM).

• Fixed bug (4e9afb4 by zStupan).

• Fixed csendes function. (8b0c2d8 by zStupan).

• fixed docs (cb40a46 by zStupan).

• fixed maximization (ba3d8aa by zStupan).

• Fixed Maximization (#329) (a8efe76 by zStupan).

• Fix typo in jade.py (#324) (616b4eb by Ikko Ashimine). Co-authored-by: Grega Vrbančič grega.vrbancic@gmail.com

• Fix detection of two digit Python version (da2924f by Tomas Hrnciar).

• Fixed import error. (09a6e7f by zStupan).

• fixed linter errors (bd75cf6 by zStupan).

• fixed imports (ff1317a by zStupan).

• fixed error in _is_main_process_or_thread (9f086db by zStupan).

• fixed linting error (716bace by zStupan).

• fixed run method (1613f5e by zStupan).

• Fix flake8 Linting (75f4029 by Francisco J. Solis).

• Fixed ASO warnings (7dc6d55 by Francisco J. Solis).

• Fixed JADE algorithm (c31a243 by Francisco J. Solis).

• Fixed FA warnings (e5c753f by Francisco J. Solis).

• Fixed ES warnings (00aa68b by Francisco J. Solis).

• Fixed bug in Algorithm.runYield (#295) (fed55ba by zStupan).

• Fixed BFOA implementation (1bd84b9 by zStupan).

• Fixed spelling mistake in BFOA test (194117d by zStupan).

• Fixed bug in AlgorithmTestCase.test_algorithm_run method where test would fail if nGEN or nFES were provided as arguments (cffd57e by zStupan).

• fix dependecy problems (29440ba by Grega Vrbančič).

• Fixed some LaTeX formulas (#279) (d362d8c by sisco0).

• Fixed some latex related errors (e929187 by Francisco J. Solis-Munoz).

• Fixing issues related to tests at infinity benchmark and NPAging DE. (#267) (cea3b5f by sisco0).

• Fixing proportional function for ANpDETestCase (365c24e by Francisco J. Solis-Munoz).

• Fix setup.py io (b53a41f by Grega Vrbančič).

• Fix encoding issue (cc4ce62 by Grega Vrbančič).

• Fix build_description, update README.rst (d9be406 by Grega Vrbančič).

• Fix (0c877b3 by Grega Vrbančič).

• Fix typo (1c81db5 by Grega Vrbančič).

• Fix runner exports (#254) (fbcd30b by Grega Vrbančič).

• Fix GWO maximization (19a69bb by Grega Vrbančič).

• Fix docs styles (70589cc by Grega Vrbančič).

• Fix algorithm utility to work with python2 and add tests (b69dda7 by Grega Vrbančič).

• Fix for python 2.7 (40ab52f by Klemen@Haxor).

• Fix unpacking issue (a93dbeb by Grega Vrbančič).

• Fix python2 benchmark instance check (089ebf7 by Grega Vrbančič).

• Fix issue with syntax error for python 2.7, add compatibility layer for queue (d241fe9 by Grega Vrbančič).

• Fix publish workflow (#236) (71dfdfb by Grega Vrbančič).

• Fix pypi README (#235) (fa49027 by Grega Vrbančič).

• Fix bump2version (#234) (ba42770 by Grega Vrbančič).

• Fix bump2version configuration (6c73cbc by Grega Vrbančič).

• Fix for MTS algorihm for new interface (d987ec9 by Klemen@Haxor).

• Fixes comments in runner.py (#225) (749dcdb by Grega Vrbančič). Related issues/PRs: #211, #211

• fix comment. replace mutation and crossover with uniform one. (#223) (ac3fd06 by Grega Vrbančič).

• fix runner nRuns issue (#222) (aa984fa by Grega Vrbančič).

• Fixed unused import. (5b1db5e by RokPot).

• fix setup.py (2999557 by Grega Vrbančič).

• fixed example (0588f22 by firefly-cpp).

• Fixes (#203) (a40ac08 by Klemen).

• fix pyup config (fc300f0 by Grega Vrbančič).

• fixed test and replaced todo (d635cca by Luka).

• Fixes (871bc4e by KlemenLapTop).

• fix contributors table (fd4ba4b by Grega Vrbančič).

• Fixed some DE algorithms (522b191 by Klemen Berkovic).

• Fix for pylint for python 3.7 (fb8339f by Klemen).

• Fixes for pydocstyle (7cc574e by Klemen).

• Fixes for pylint (d308ec7 by Klemen).

• fix scrutinizer python version (22a09b2 by Grega Vrbančič).

• fix dependency issue for matplotlib on python 2.7.* (6914538 by Grega Vrbančič).

• fix dependency issue with matplotlib (7329cf9 by Grega Vrbančič).

• fix dependencies versions. version bump to 2.0.0rc4 (9e12d63 by Grega Vrbančič).

• fix travis.yml (7f8f35e by Grega Vrbančič).

• fix travis config for python 3.7 (0d92488 by Grega Vrbančič).

• fix meta.yaml to build generic anaconda package (953432e by Grega Vrbančič).

• fixes recipe. add envs for ci tests. etc (b165b73 by Grega Vrbančič).

• Fixes for return when stopping criteria when searching for maxima of problem (1344f58 by Klemen).

• Fixed issue where worse conditions are accepted. (c82f43e by kivanc guckiran).

• Fix for random number (8c430c9 by Klemen).

• Fixes for structure change (a2f7a02 by Klemen).

• Fixes for CMA-ES (9a0052b by Klemen).

• Fix for tabu search (435fa44 by Klemen).

• Fix for simulated annealing algorithm (8d29ca4 by Klemen).

• Fixed readme and added Tabu search algorithm (fd030c7 by Klemen).

• fix rtd conf (63544aa by GregaVrbancic).

• fix pipfile (91e6100 by GregaVrbancic).

• fix codestyle (69e1cea by GregaVrbancic).

• fix documentation comments to render properly in algorithms package (bb846c4 by GregaVrbancic).

• fixed formating of benchmark comments to properrly render documentation. (bfc20d1 by GregaVrbancic).

• fix dependencies listing in docs (0883374 by GregaVrbancic).

• Fix for dynFWA and added new dynFWA-G algorithm (4945793 by Klemen).

• Fixes for Gravitational search algorithm (6425225 by Klemen).

• Fix for ES(1+ 1) and moved new implementation of jDE (50c64d0 by Klemen).

• Fix of NMM algorithm (4be9921 by Klemen).

• Fix KH (ec9e0d4 by Klemen).

• Fixes for KH algorithm (13138b9 by Klemen).

• Fixed problem type usage in code (5950feb by Klemen).

• Fixes for ES algorithms (a0a377b by Klemen).

• Fixed problem in SCA algorithm, added beter solution fixing method (ce83ad3 by Klemen).

• Fixes for GA algorithm. (4b1229b by Klemen).

• Fix updating current position for particles in MKE algorithm (32edd7e by Klemen).

• Fixed DE algorithm and full implementation of mutational strategys (1fddef9 by Klemen).

• Fixes for pylint tests (8550edd by Klemen).

• Fixes for pycodestyle (c08c5b0 by Klemen).

• fix failing build (a20a84f by GregaVrbancic).

• Fixed DE evaluations counter (2ee5a31 by Uroš Mlakar).

• Fix renamed PyPI package (9eab232 by Jace Browning).

Changed

• Changed package name to lowercase (3bb1286 by zStupan).

• changed source of random generation, tests added (0a23957 by Luka Pečnik).

• Changed usage of print to logger printing (8f86c41 by Klemen).

Removed

• Removed vim comment (f64ad78 by zStupan).

• Removed Infinity function (duplicate of Csendes) (94cca09 by zStupan).

• remove export directory (#327) (cc77c26 by zStupan).

• Remove ThrowingTask and CountingTask (#323) (d396b0e by zStupan).

• Removed algohm and benchmark utility classes. (fedfd5f by zStupan).

• removed type_parameters method, fixed examples. (5c94493 by zStupan).

• removed statistics utility (aaddf8d by zStupan).

• removed future imports (3e67c4f by zStupan).

• removed duplicated tests (3d068e3 by zStupan).

• Removed scipy dependency (333928a by zStupan).

• Removed unnecessary index reset in runIteration (e5454c4 by zStupan).

• Remove PyLint and cleanup (4fe4945 by Grega Vrbančič).

• Remove pylint dependency from Pipfile (107844b by Grega Vrbančič).

• remove python 3.8 target, due to incompatibility issues with scipy and numpy libraries. (4e5adca by Grega Vrbančič).

• remove class which is not algorithm from list. (bf6d5cd by Grega Vrbančič).

• Removed old files (8c7636e by KlemenLapTop).

• Remove unused algorithms from main files (f9f576d by KlemenLapTop).

• Removed some bolted code (f9968a7 by KlemenLapTop).

• remove 3.7 env because of unsupported some dev dependencies (061de34 by Grega Vrbančič).

• Removed newer verison of Python (8a83382 by Klemen).

• Removed build files for cec competions (f3f82df by Klemen).

1.0.1 - 2018-03-21

Compare with 1.0.0

Added

• add dependencies list to README with link to development dependencies list. (35046d3 by GregaVrbancic).

Fixed

• fix (20148a9 by lucijabrezocnik).

• fix paper title (3fdd630 by GregaVrbancic).

• fix paper styling (8e8df85 by GregaVrbancic).

1.0.0 - 2018-02-28

Compare with first commit

Added

• add scripts for running all examples (8de916b by GregaVrbancic).

• add getting started guide (df35aed by Grega Vrbančič).

• added test for PSO (5a38f5e by firefly-cpp).

• add testing section to documentation (c7e87bb by GregaVrbancic).

• add documentation for support (7d3542d by GregaVrbancic).

• add NiaPy logo to index (20d09c3 by GregaVrbancic).

• adding documentation (ae0285a by GregaVrbancic).

• add full sphinx documentation structure. (4a3495a by GregaVrbancic).

• add basic class documentation for algorithms (3878ff1 by GregaVrbancic).

• add .readthedocs.yml (3351859 by GregaVrbancic).

• add basic documentation structure (91ea6c9 by GregaVrbancic).

• add basic documentation using Sphinx (a553637 by GregaVrbancic).

• add MinGW guide (a25c743 by GregaVrbancic).

• add os compatibillity fixes. (600abd6 by GregaVrbancic).

• add some mingw installation guide text (14f24ac by GregaVrbancic).

• add beginning of begginers guide. (b9bb231 by Grega Vrbančič).

• Add ABC example to README.md (44f58f0 by Grega Vrbančič).

• add basic latex export (3ed416a by GregaVrbancic).

• add comment of arguments for fpa.py (cb973fb by rhododendrom).

• add tabulate dependency. (d34352e by GregaVrbancic).

• add runner export to xlsx (ad347e9 by GregaVrbancic).

• add runner fixes. add runner export to json (43a8f00 by GregaVrbancic).

• add abc to runner (b1157c1 by GregaVrbancic).

• add entries in README.md (1ad4bd0 by GregaVrbancic).

• add schwefel variation implementations. (2e9ff89 by GregaVrbancic).

• add whitley function implementation (8d05b28 by GregaVrbancic).

• add contributors list to README.md (7b2c59a by Grega Vrbančič).

• Added jDE,PSO,ABC,GA(buggy code) (0f1e3a6 by Uroš Mlakar).

• add support for all algorithms in Runner. add example usage with test. (95ce127 by GregaVrbancic).

• add support for custom benchmark in runner. (8f058c6 by GregaVrbancic).

• add support for DE algorithm (791eb24 by Grega Vrbančič).

• add basic structure for runner (20e4f29 by GregaVrbancic).

• add modified algorithm implementation (#17) (b39ade5 by Grega Vrbančič).

• add fpa example. update README.md with example. (f9c33ec by GregaVrbancic).

• add benchmarks module (9d22ae6 by GregaVrbancic). modified: NiaPy/init.py, new file: NiaPy/benchmarks/init.py, modified: NiaPy/benchmarks/rastrigin.py, modified: NiaPy/benchmarks/rosenbrock.py, modified: NiaPy/benchmarks/sphere.py

• add missing test file (9a9c510 by GregaVrbancic).

• add simple test (d241db1 by GregaVrbancic).

• add PR and issue templates. add some documentation (f528731 by Grega Vrbančič).

• added reference for DE (dfab1a6 by firefly-cpp).

• add needed dependencies (#7) (8c5564c by Grega Vrbančič).

• adding flower pollination algorithm (0fec37f by rhododendrom).

• add hybrid bat algorithm implementation with example (2c86e04 by GregaVrbancic).

• add content to README.md (6c153a8 by GregaVrbancic).

• add 2.7.14 python environment to .travis.yml (abbcb45 by GregaVrbancic).

• add featuring algorithms in README.md (56b3891 by GregaVrbancic).

• add disclaimer to README.md (893a1b9 by GregaVrbancic).

Fixed

• fix algorithms docs (d885664 by GregaVrbancic).

• fix README.rst (667b018 by GregaVrbancic).

• fix cs code style (a145abf by Grega Vrbančič).

• fixes PyPI project description style (1fb9b90 by GregaVrbancic).

• fixes image issue in PyPI project description (bf90995 by GregaVrbancic).

• fixes build scripts. version bump. (8dda8e5 by GregaVrbancic).

• fixes PyPI project description. version bump. (f0c7b5c by GregaVrbancic).

• fix (8bdee89 by Lucija Brezočnik).

• fix code for python versions compatibillity (94d605f by GregaVrbancic).

• fix call method (219d691 by GregaVrbancic).

• fix code style issues (44eeb0b by GregaVrbancic).

• fix build (f8dab84 by Lucija Brezočnik).

• fix docs (e9c4c60 by Grega Vrbančič).

• fixes on jDE (ef5dfcf by firefly-cpp).

• fixes (f4b2673 by Grega Vrbančič).

• fix code style (06d7c71 by Grega Vrbančič).

• Fixed some problems in CS (062855b by rhododendrom).

• fix auto build docs (ecf9a4e by GregaVrbancic).

• fix docs build (97359ea by GregaVrbancic).

• fix indent (b56c412 by lucijabrezocnik).

• fix codestyle (b3bc7ab by Grega Vrbančič).

• fixing codestyle (6f7de3b by Grega Vrbančič).

• Fixed evals, added cuckoo search (372ddbe by Uroš Mlakar).

• fix issues (dbf2c1f by Lucija Brezočnik).

• fix setup.py (a86d191 by GregaVrbancic).

• fix division by 0 (0e9e112 by GregaVrbancic).

• fix latex export (6f8895d by GregaVrbancic).

• fix code style of function tests (d37a920 by GregaVrbancic).

• fixed (d27d2c8 by lucijabrezocnik).

• fix code style syntax (613bd03 by Grega Vrbančič).

• fix merge (1253298 by GregaVrbancic).

• fix code style and comment (116ff3a by GregaVrbancic).

• fix bounds for sphere function (d669d11 by GregaVrbancic).

• fix issues with benchmarks. (58badd2 by GregaVrbancic).

• fix logger (f6ac839 by GregaVrbancic).

• fix old class notation (a1bc347 by GregaVrbancic).

• fix test code style (4a4df88 by GregaVrbancic).

• fixing indentation (c80aa38 by firefly-cpp).

Changed

• changes (951a224 by firefly-cpp).

• changes in PSO (e3f0066 by firefly-cpp).

• changes in DE & jDE (b579a8a by rhododendrom).

• changes in CS (30cd1af by rhododendrom).

• changes in README (df761d8 by firefly-cpp).

• changes in FA, HBA (f6685cf by firefly-cpp).

• changed FPA (6c9f445 by firefly-cpp).

• changed gwo (246d84e by firefly-cpp).

Removed

• remove print (ab9582f by firefly-cpp).

• remove tabulate dependency (9ed388b by GregaVrbancic).

2.5.2 - 2025-01-06

Compare with v2.5.1

Fixed

• Fix (54ef8df by Grega Vrbančič).

• fix dependabot config (109563f by Grega Vrbančič).

• Fix numpy 2.0 compatibility in ILSHADE implementation (99cb246 by Iztok Fister Jr.).

v2.5.1 - 2024-10-29

Compare with v2.3.1

Added

• added run and test files (362f5a9 by Grega).

Fixed

• fix: scout bee phrase of ABC (81a4fd9 by 陈薛强).

• fixed comma init.py (2c6e4f2 by GregaRubin).

• fixed numpy compatibility errors (6ba82fa by zStupan).

v2.3.1 - 2024-05-17

Compare with v2.3.0

Fixed

• fix: workflow for publishing to pypi (9e61439 by Grega Vrbančič).

v2.3.0 - 2024-05-17

Compare with v2.2.0

v2.2.0 - 2024-05-17

Compare with 2.1.0

Added

• add example code (de3a522 by zStupan).

Removed

• Remove TestingTask class (d783f69 by zStupan).

2.1.0 - 2023-12-19

Compare with 2.0.5

Added

• Add repology badge (6d56ff5 by Iztok Fister Jr).

• Added pyproject.toml and poetry lock (f459f56 by zStupan).

• added before_run and after_run callbacks. added a reference to the algorithm in Callback class (f54f7c2 by zStupan).

• added callback example (ea82514 by zStupan).

• Added callbacks, removed the run_task and iteration_generator methods, moved functionallity to Algorithm.run (cc08dac by zStupan).

Fixed

• fixed tests (a9e68b4 by zStupan).

• fix pypi workflow (5966cf3 by zStupan).

• fix docs warnings (ab71ddc by zStupan).

Removed

• removed unused files (a48d1ff by zStupan).

• remove pytest-custom-exit-code plugin (90a15ed by zStupan).

2.0.5 - 2023-03-26

Compare with 2.0.4

Fixed

• fixed exporting to excel (45d0e5f by zStupan).

2.0.4 - 2022-11-20

Compare with 2.0.3

Fixed

• Fix lint errors (51d46b2 by zStupan).

2.0.3 - 2022-09-03

Compare with 2.0.2

Fixed

• Fix issue with verions (8c2db3e by Grega Vrbančič).

• fixes in lshade.py (25704ba by Ales).

• fixes in shade.py (e6e5a4a by Ales).

2.0.2 - 2022-05-22

Compare with 2.0.1

Added

• Added get_parameters to ParticleSwarmOptimization (9a392f6 by zStupan).

Fixed

• Fix get_parameters (c8acca8 by zStupan).

2.0.1 - 2022-03-05

Compare with 2.0.0

Added

• Add instructions for install from AUR (e437349 by Carlos Aznarán Laos).

• Add nice badge for showing the total downloads of this package (#370) (08f24ff by firefly-cpp). Co-authored-by: Grega Vrbančič grega.vrbancic@gmail.com

• Add incremental testing to main workflow supported with cache (#369) (652f482 by Grega Vrbančič).

• Add pytest-testmon to reduce the execution time of tests. (#366) (906db6c by Grega Vrbančič).

Fixed

• fix formatting (5b2c174 by zStupan).

• Fix example (9f0d807 by zStupan).

• fix broken flake8 (6433e0e by zStupan).

• Fix setup error (6f26a93 by zStupan).

• Fix bash configuration in main workflow (4f9108c by Grega Vrbančič).

• fixed linter error (fe545db by zStupan).

• fixed Alpine2 test (1bc80de by zStupan).

• Fixed clonalg implementation (d14257c by zStupan).

• Fixed michalewicz references (4e1324e by Francisco J. Solis).

• Fixed more typos in Python files (5b38deb by Francisco J. Solis).

• Fixed typos over comments on Python files (3698516 by Francisco J. Solis).

2.0.0 - 2021-12-27

Compare with 2.0.0rc18

Added

• Add badge for Fedora (#356) (c707ed3 by firefly-cpp).

• Add test_loa.py (393b495 by AljoM).

• Added an algorithm (8a323c0 by AljoM).

• Added run_loa.py (8788848 by AljoM).

• Added loa.py (2d7f1d4 by AljoM).

• Added missing test problems. (e7323ce by zStupan).

Fixed

• Fixed flake8 versions (85f1531 by zStupan).

• Fix error loa.py (ef77b5e by AljoM).

• Fixed bug (4e9afb4 by zStupan).

• Fixed csendes function. (8b0c2d8 by zStupan).

Removed

• Removed vim comment (f64ad78 by zStupan).

• Removed Infinity function (duplicate of Csendes) (94cca09 by zStupan).

2.0.0rc18 - 2021-08-18

Compare with 2.0.0rc17

Added

• Added CLONALG. (95df86c by zStupan).

• Add Python 3.10 tag (#336) (ae8e112 by firefly-cpp).

• added Problems.md (bf7a5df by zStupan).

• added feature selection tutorial (57965bf by zStupan).

Fixed

• fixed docs (cb40a46 by zStupan).

• fixed maximization (ba3d8aa by zStupan).

2.0.0rc17 - 2021-06-10

Compare with 2.0.0rc16

Added

• added missing algorithms to factory (9306a5c by zStupan).

• Added flag to enable/disable swarming (a6bdd5e by zStupan).

Fixed

• Fixed Maximization (#329) (a8efe76 by zStupan).

• Fix typo in jade.py (#324) (616b4eb by Ikko Ashimine). Co-authored-by: Grega Vrbančič grega.vrbancic@gmail.com

• Fix detection of two digit Python version (da2924f by Tomas Hrnciar).

Removed

• remove export directory (#327) (cc77c26 by zStupan).

• Remove ThrowingTask and CountingTask (#323) (d396b0e by zStupan).

2.0.0rc16 - 2021-05-26

Compare with 2.0.0rc15

Fixed

• Fixed import error. (09a6e7f by zStupan).

2.0.0rc15 - 2021-05-14

Compare with 2.0.0rc14

Added

• Added factory util functions. (0a401cc by zStupan).

Fixed

• fixed linter errors (bd75cf6 by zStupan).

• fixed docs (10a46f6 by zStupan).

Changed

• Changed package name to lowercase (3bb1286 by zStupan).

Removed

• Removed algohm and benchmark utility classes. (fedfd5f by zStupan).

• removed type_parameters method, fixed examples. (5c94493 by zStupan).

• removed statistics utility (aaddf8d by zStupan).

• removed future imports (3e67c4f by zStupan).

• removed duplicated tests (3d068e3 by zStupan).

2.0.0rc14 - 2021-04-23

Compare with 2.0.0rc13

Added

• added a more robust backwards compatible check for main thread (4bcd79f by zStupan).

Fixed

• fixed imports (ff1317a by zStupan).

• fixed error in _is_main_process_or_thread (9f086db by zStupan).

• fixed linting error (716bace by zStupan).

• fixed run method (1613f5e by zStupan).

• Fix flake8 Linting (75f4029 by Francisco J. Solis).

• Fixed ASO warnings (7dc6d55 by Francisco J. Solis).

• Fixed JADE algorithm (c31a243 by Francisco J. Solis).

• Fixed FA warnings (e5c753f by Francisco J. Solis).

• Fixed ES warnings (00aa68b by Francisco J. Solis).

• Fixed bug in Algorithm.runYield (#295) (fed55ba by zStupan).

Removed

• Removed scipy dependency (333928a by zStupan).

2.0.0rc13 - 2021-03-10

Compare with 2.0.0rc12

Added

• Added BFOA example (fed0b20 by zStupan).

• Added BFOA implementation (0b5b6a8 by zStupan).

Fixed

• Fixed BFOA implementation (1bd84b9 by zStupan).

• Fixed spelling mistake in BFOA test (194117d by zStupan).

• Fixed bug in AlgorithmTestCase.test_algorithm_run method where test would fail if nGEN or nFES were provided as arguments (cffd57e by zStupan).

• fix dependecy problems (29440ba by Grega Vrbančič).

Removed

• Removed unnecessary index reset in runIteration (e5454c4 by zStupan).

2.0.0rc12 - 2020-12-04

Compare with 2.0.0rc11

Added

• Added mean skipping NaNs and infs (ca02a4d by Francisco J. Solis-Munoz).

Fixed

• Fixed some LaTeX formulas (#279) (d362d8c by sisco0).

• Fixed some latex related errors (e929187 by Francisco J. Solis-Munoz).

• Fixing issues related to tests at infinity benchmark and NPAging DE. (#267) (cea3b5f by sisco0).

• Fixing proportional function for ANpDETestCase (365c24e by Francisco J. Solis-Munoz).

• Fix setup.py io (b53a41f by Grega Vrbančič).

• Fix encoding issue (cc4ce62 by Grega Vrbančič).

• Fix build_description, update README.rst (d9be406 by Grega Vrbančič).

2.0.0rc11 - 2020-07-19

Compare with 2.0.0rc10

Added

• Add workflow for publish to anaconda, setup.py fixes (#259) (16532a5 by Grega Vrbančič).

• Add python 3.8 (#250) (1526826 by Grega Vrbančič).

• Added fixes for BA algorithms. (26e8367 by Klemen@Haxor).

• Added fixes for flake (336aafe by Klemen@Haxor).

• Added some fixes to the examples (3998385 by Klemen@Haxor).

• Added some fixes for BA algorithms (556c136 by Klemen@Haxor).

• Added fixed exampels (7e9cafd by Klemen Berkovic).

Fixed

• Fix (0c877b3 by Grega Vrbančič).

• Fix typo (1c81db5 by Grega Vrbančič).

• Fix runner exports (#254) (fbcd30b by Grega Vrbančič).

• Fix GWO maximization (19a69bb by Grega Vrbančič).

• Fix docs styles (70589cc by Grega Vrbančič).

• Fix algorithm utility to work with python2 and add tests (b69dda7 by Grega Vrbančič).

2.0.0rc10 - 2019-11-12

Compare with 2.0.0rc9

Added

• Added some fixes for non ASCII (9374895 by Klemen@Haxor).

• Added fixes for flake (ae7306b by Klemen@Haxor).

• Added new algorithms and test for them (505d250 by Klemen@Haxor).

• Added some igneing for flake (1eafb9f by Klemen@Haxor).

• Added fixes for ploting method of convegence graph (20460fe by Klemen@Haxor).

• Added new tests for tasks and added fix for conv plot (e92dd26 by Klemen@Haxor).

Fixed

• Fix for python 2.7 (40ab52f by Klemen@Haxor).

• Fix unpacking issue (a93dbeb by Grega Vrbančič).

• Fix python2 benchmark instance check (089ebf7 by Grega Vrbančič).

• Fix issue with syntax error for python 2.7, add compatibility layer for queue (d241fe9 by Grega Vrbančič).

Removed

• Remove PyLint and cleanup (4fe4945 by Grega Vrbančič).

2.0.0rc9 - 2019-11-11

Compare with 2.0.0rc8

Fixed

• Fix publish workflow (#236) (71dfdfb by Grega Vrbančič).

2.0.0rc8 - 2019-11-11

Compare with 2.0.0rc7

Fixed

• Fix pypi README (#235) (fa49027 by Grega Vrbančič).

2.0.0rc7 - 2019-11-11

Compare with 2.0.0rc6

Fixed

• Fix bump2version (#234) (ba42770 by Grega Vrbančič).

• Fix bump2version configuration (6c73cbc by Grega Vrbančič).

Removed

• Remove pylint dependency from Pipfile (107844b by Grega Vrbančič).

2.0.0rc6 - 2019-11-11

Compare with 2.0.0rc5

Added

• Added fixes for flake (7c939d0 by Klemen@Haxor).

• Added new fixes for tests. (d6c518f by Klemen@Haxor).

• Added fixes for tests (3c8bb50 by Klemen@Haxor).

• Added some fixes for flake (ef0a038 by Klemen@Haxor).

• Added fixed runing problems based on docstrings (cd6a10b by Klemen@Haxor).

• Added new fixes for tests (2d52403 by Klemen@Haxor).

• Added updated examples (a9e46f9 by Klemen@Haxor).

• Added missing examples for the algorithms (26af264 by Klemen@Haxor).

• Added fixes for SCA algorithm for new interface (90f6f09 by Klemen@Haxor).

• Added fixes for MKE algorithm for new interface (0e6423b by Klemen@Haxor).

• Added fixes for MFO algorihm for new interface (22f9a0a by Klemen@Haxor).

• Added fixes for MBO algoirhm for new interface (56c18b2 by Klemen@Haxor).

• Added fixes for KH algorithm for the new interface (6003347 by Klemen@Haxor).

• Added fixes for HS algorithm for new interface (9a17f44 by Klemen@Haxor).

• Added fixes for GWO algorithm for new interface (d3e20e8 by Klemen@Haxor).

• Added fixes for GSO algorithm for new interface (4c22207 by Klemen@Haxor).

• Added fixes for GSA algorithm for new interface (e14408b by Klemen@Haxor).

• Added fixes for GA algorithm for new interface (6fc51bc by Klemen@Haxor).

• Added fixes for FWA algorihtm for new interface (de680bb by Klemen@Haxor).

• Added fixes for FSS algorithm for the new interface (8310e9e by Klemen@Haxor).

• Added fixes for FPA algorithm for the new interface (0cb319b by Klemen@Haxor).

• Added fixes for FOA algorithm for the new interface (7fb43b1 by Klemen@Haxor).

• Added fixes for FA algorithm for the new interface (b8c79aa by Klemen@Haxor).

• Added fixes for ES algorithms for the new interface (fbb51ac by Klemen@Haxor).

• Added fixes for DE algorithms for the new interface (2800e0c by Klemen@Haxor).

• Added fixes for CSO algorihm for the new interface (483283c by Klemen@Haxor).

• Added fixes for CS algorithm for the new interface (b642ed2 by Klemen@Haxor).

• Added fixes for CRO algorihtm for the new interface (114f9a7 by Klemen@Haxor).

• Added fixes for CA algorithm for the new interface (1444601 by Klemen@Haxor).

• Added fixes for BEA algorithm for new interface (3adc417 by Klemen@Haxor).

• Added fixes for BA algorithm for new interface (97e5a14 by Klemen@Haxor).

• Added fixes for PSO algorihm and added new PSO algorithms to the framework (e83f545 by Klemen@Haxor).

• Added pylint to the makefile (416d91a by Klemen@Haxor).

• Added documentation to the benchmarks (fcafc4f by Klemen@Haxor).

• Added documentation to benchmarks (e5f534c by Klemen@Haxor).

• Added some fixes for test functions (0988707 by Klemen@Haxor).

• Added documentation to the ackley funciton (f9b2830 by Klemen@Haxor).

• Added some fixes for alpine function (03cea49 by Klemen@Haxor).

• Added fixes for ackley function (6fae029 by Klemen@Haxor).

• Added fixes for benchmark (0f2ede3 by Klemen@Haxor).

• Added fixes for utility for the task (b64a370 by Klemen@Haxor).

• Added some fixes for arg parser (a20be4a by Klemen@Haxor).

• Added some fixes for runner test (f2b9f8d by Klemen@Haxor).

• Added import fix (d1561c2 by Klemen@Haxor).

• Added firxes for utiliy test (387bffb by Klemen@Haxor).

• Added fixes for buld (e48f50a by Klemen@Haxor).

• Added some fixes for return (a72cb7d by Klemen@Haxor).

• Added fix for cyclic import (5829e33 by Klemen@Haxor).

• Added fixes for SA algorithm for new interface (97664c7 by Klemen@Haxor).

• Added fixes for NMM algorithm for new interface (26910e7 by Klemen@Haxor).

• Added fixes for HC algorithm for new interface (2641219 by Klemen@Haxor).

• Added fixes for ASO algorithm for new interface (1715bcd by Klemen@Haxor).

• Added new development algorithm (fcad87d by Klemen@Haxor).

• Added development versions of two algorithms (7e04413 by Klemen@Haxor).

• Added fixes for jDE algorithm for new interface (61e0bd5 by Klemen@Haxor).

• Added fixes for HDE algorithms for new interface (0b75d5d by Klemen@Haxor).

• Added fixes for HBA algorithm for new interface (6fe0f24 by Klemen@Haxor).

• Added development versions of algorithms to package (9748819 by Klemen@Haxor).

• Added fixes for ABC algorithm for new interface (9a6bdfd by Klemen@Haxor).

• Added some samll updates for error reporting and some other fixes (194774e by Klemen@Haxor).

• Added updated test case for algorithms (74859ec by Klemen@Haxor).

• Added updated algorithm interface (769da15 by Klemen@Haxor).

• add 3.8 python version to CI (31014c2 by Grega Vrbančič).

• Added Cat Swarm Optimization algorithm (#216) (a49e283 by mihaelmika).

Fixed

• Fix for MTS algorihm for new interface (d987ec9 by Klemen@Haxor).

• Fixes comments in runner.py (#225) (749dcdb by Grega Vrbančič). Related issues/PRs: #211, #211

• fix comment. replace mutation and crossover with uniform one. (#223) (ac3fd06 by Grega Vrbančič).

• fix runner nRuns issue (#222) (aa984fa by Grega Vrbančič).

• Fixed unused import. (5b1db5e by RokPot).

Removed

• remove python 3.8 target, due to incompatibility issues with scipy and numpy libraries. (4e5adca by Grega Vrbančič).

• remove class which is not algorithm from list. (bf6d5cd by Grega Vrbančič).

2.0.0rc5 - 2019-05-06

Compare with 2.0.0rc4

Added

• added CS example in README (428a1f2 by firefly-cpp).

• Added fixes for fpa (179f6e8 by Klemen Berkovic).

• Added fix for python 2.7.15 (10a48fb by KlemenLapTop).

• Added new version of files with fixes. (b520f7f by KlemenLapTop).

• Added fixes for python2 (590a330 by KlemenLapTop).

• Added new version of file (1e671df by Klemen Berkovic).

• Added fixes for pylint (db47fd9 by Klemen Berkovic).

• Added new version of flies (4f93edf by Klemen Berkovic).

• Added fixes (e9aa5ef by KlemenLapTop).

• Added fixes for documentation, algorithms and tests (7c82353 by Klemen Berkovic).

• Added new version of files (40644e8 by KlemenLapTop).

• Added new versions of files. (71efc4f by Klemen Berkovic).

• Added new version of files. (041b18f by Klemen Berkovic).

• Added new version of file. (2822e07 by Klemen Berkovic).

• Added fixes for ABC algorithm. (fa792b6 by Klemen Berkovic).

• Added documentation fixes and new fixes for new population initialization. (bfee01b by KlemenLapTop).

• Added new documentation and fixes for new interaface used. (043616b by KlemenLapTop).

• Added new doumentation strigs and some fixes (92aa1b4 by KlemenLapTop).

• Added new fixes and documentation (75f5f51 by Klemen Berkovic).

• Added new documentation strings (094f7e3 by KlemenLapTop).

• Added documentations (b4fdf79 by Klemen Berkovic).

• Added new documentation fixes (bc07a15 by KlemenLapTop).

• Added new docoumentation and some fixes to algorithms (0b649bc by Klemen Berkovic).

• Added fixes for new Algorithm interface (fa78942 by KlemenLapTop).

• Added fixes for new interface with genrator (02f6ef1 by KlemenLapTop).

• Added fixes for new interface (f70b0ea by KlemenLapTop).

• Added fixes to main interfaces so now we use generator (2201eb3 by KlemenLapTop).

• Added fixes for yiealding and population initialization (3c759ed by KlemenLapTop).

• Added fix for maximization (468e040 by KlemenLapTop).

• Added some fixes (709fca0 by Klemen_HomeHome_Home).

• Added fix based on tests (a0befa8 by Klemen_HomeHome_Home).

• Added new alogithm (1257d52 by Klemen Berkovic).

• Added pylint fixes (fe2a83b by Klemen).

• Added new task and fix of parameters for DE algorith (7897e7b by Klemen Berkovic).

• Added missing files (d1d2c74 by Klemen Berkovic).

• Added fixes for some algoritms (64357ae by Klemen Berkovic).

• add scandir dev dependency (#176) (e2b9f76 by Grega Vrbančič).

• Added pydocstyle fixes (f8c2da9 by Klemen).

• Added missing space between operator (224b2c4 by Klemen).

• Added new fixses for pylint (038d95e by Klemen).

• Added small fixes for pycodestyle (fc7ba6c by Klemen).

• Added fixes for pylint errors and warnings (63569ae by Klemen).

• Added fixes for new algorithms (f98d68d by Klemen).

• Added CS algorithm and test for this algorithm (c16ad16 by Klemen Berkovic).

• Added new CRO algorithm with tests for this algorithm (5c5a885 by Klemen Berkovic).

Fixed

• fix setup.py (2999557 by Grega Vrbančič).

• fixed example (0588f22 by firefly-cpp).

• Fixes (#203) (a40ac08 by Klemen).

• fix pyup config (fc300f0 by Grega Vrbančič).

• fixed test and replaced todo (d635cca by Luka).

• Fixes (871bc4e by KlemenLapTop).

• fix contributors table (fd4ba4b by Grega Vrbančič).

• Fixed some DE algorithms (522b191 by Klemen Berkovic).

• Fix for pylint for python 3.7 (fb8339f by Klemen).

• fix (5d9ca06 by firefly-cpp).

• Fixes for pydocstyle (7cc574e by Klemen).

• Fixes for pylint (d308ec7 by Klemen).

• fix scrutinizer python version (22a09b2 by Grega Vrbančič).

• fix dependency issue for matplotlib on python 2.7.* (6914538 by Grega Vrbančič).

• fix dependency issue with matplotlib (7329cf9 by Grega Vrbančič).

Changed

• changed source of random generation, tests added (0a23957 by Luka Pečnik).

Removed

• Removed old files (8c7636e by KlemenLapTop).

• Remove unused algorithms from main files (f9f576d by KlemenLapTop).

• Removed some bolted code (f9968a7 by KlemenLapTop).

2.0.0rc4 - 2018-11-30

Compare with 2.0.0rc3

Fixed

• fix dependencies versions. version bump to 2.0.0rc4 (9e12d63 by Grega Vrbančič).

2.0.0rc3 - 2018-11-30

Compare with 2.0.0rc2

Added

• Added iterations counter to some of the algorithms (08dfff6 by Klemen).

• Added fixes for stopping conditions (c7ee5be by Klemen).

• Added stopping conditions (6fc77f9 by Klemen).

• added package (26f6196 by firefly-cpp).

• added mfo to readme (a05c979 by kivancguckiran).

• added moth flame optimizer (8cd6586 by kivancguckiran).

• Add conda recipe (27d19af by GregaVrbancic).

• Added new tests (0e36e41 by Klemen).

• Added python 3.7 environment to build systems (cd372af by Klemen).

• Added dependencie for python environment (887ee7b by Klemen).

• Added dependecies (376620f by Klemen).

• Added fixes for algorithms and added new tests (56eba2a by Klemen).

• Added authos for new algorithms and some algorithm fixes (464efad by Klemen).

• Added new interfaces for scaling the task (fcc03ac by Klemen).

• Added fixes for algorithms and new implementations of new algorithms (feaf5bf by Klemen).

• Added new test cases (a0ad8da by Klemen).

• Added tests (6f7b8fa by Klemen).

• Added multiple seed option (fc29c13 by Klemen).

Fixed

• fixes (1a1dd63 by firefly-cpp).

• fix travis.yml (7f8f35e by Grega Vrbančič).

• fix travis config for python 3.7 (0d92488 by Grega Vrbančič).

• fix meta.yaml to build generic anaconda package (953432e by Grega Vrbančič).

• fixes recipe. add envs for ci tests. etc (b165b73 by Grega Vrbančič).

• Fixes for return when stopping criteria when searching for maxima of problem (1344f58 by Klemen).

• Fixed issue where worse conditions are accepted. (c82f43e by kivanc guckiran).

• Fix for random number (8c430c9 by Klemen).

Changed

• Changed usage of print to logger printing (8f86c41 by Klemen).

Removed

• remove 3.7 env because of unsupported some dev dependencies (061de34 by Grega Vrbančič).

• Removed newer verison of Python (8a83382 by Klemen).

2.0.0rc2 - 2018-08-30

Compare with 2.0.0rc1

2.0.0rc1 - 2018-08-30

Compare with 1.0.1

Added

• Added implementation of hybrid algorithm (35745e3 by Klemen).

• Added names of benchmarks (16e0f40 by Klemen).

• Added fix for version testing (079ca9b by Klemen).

• Added new benchmark functions and added fixes (774c9a8 by Klemen).

• Added new Hybrid algorithms (b6c50ed by Klemen).

• Added fixes for new location of argparser (2008541 by Klemen).

• Added interface static method for getting name (e5ff6e6 by Klemen).

• Added algorithm fix and fix cli parser (eb14da1 by Klemen).

• Added CEC2014 and CEC2015 competitions (89b952e by Klemen).

• Added tests (da3ef73 by Klemen).

• added test algorithm (f327d79 by Klemen).

• Added cec14 data and test functions (8a80036 by Klemen).

• Added full implementation of CMA-ES (c6f3dcc by Klemen).

• Added CMA-ES algorithm (62b33b5 by Klemen).

• Added run example for simulated annealing (e7e6888 by Klemen).

• add docs dependency (5078413 by GregaVrbancic).

• add missing dependences in Pipfile. add documentation section in the docs. add other algorithms packackage to the documentation (753636d by GregaVrbancic).

• Added new ASO algorithm and added fix for FA algorithm (78ccfd0 by Klemen).

• Added dependencies for coverage (d3e9181 by Klemen).

• added coverage dependencies (4297bfd by Klemen).

• Added Gravitational search algorithm (88821a2 by Klemen).

• Added new examples. (3706b6b by Klemen).

• Added fixses for ES1p1 algorithm for python2 (d087755 by Klemen).

• Added new dependencies and some Makefile fixes (6e20425 by Klemen).

• Added new tests and code style fix (93f4cfe by Klemen).

• Added jde with population reduction (6c0a21f by Flyzoor).

• Added implementation of MTSv1 algorithm (3c9295a by Klemen).

• added to list of Contributors (efdc701 by Flyzoor).

• added IHC and SA algorithms (f1d780d by Flyzoor).

• Added hillclimb and simulated anealing (bfcc001 by jan.popic).

• Added MTS algorithm (f25d3c3 by Klemen).

• Added new NMM algorithm (bbdb2e2 by Klemen).

• Added new tests, fixes for pylint and fixes for algorithms (b444b9f by Klemen).

• Added new dymFWA algorithm (cfb739b by Klemen).

• Added new algorithm FWA and EFWA (5413454 by Klemen).

• Added matlab code implementation for KH algorithm (414d523 by Klemen).

• Added new fixes and implementation from matlab. (f60645b by Klemen).

• Added random generators to Algorithm (65c200f by Klemen).

• Added Krill herd alogrithm (9a088ff by Klemen).

• Added option for maxsimization of objective function (1b0ef65 by Klemen).

• Added new examples in benchmark functions (78a604e by Klemen).

• Added new test function and tests for them (20a8a00 by Klemen).

• Added some new selection operators for GA (8d9d998 by Klemen).

• Added new test funcitons (54d3185 by Klemen).

• Added Glowworm Swarm Optimization algorithm with fixes (4a80bcd by Klemen).

• Added new algorinh SCA and added some fixes for tests (3439628 by Klemen).

• Added new class for population idividual (7fe2385 by Klemen).

• Added Evolution Strategy algorith (0076a37 by Klemen).

• Added new task for ploting and printing solutions of the algorithm run (c305277 by Klemen).

• Added MKEv3 algorithm and new tests (45ed378 by Klemen).

• added some mkev3 implementaation (3c3bcb5 by Klemen).

• Added new algorithm (9b38024 by Klemen).

• Added new tests (8f44fb0 by Klemen).

• Added new mutation stategy for DE algorithm. (da61277 by Klemen).

• Added new interface implementation (dfa20de by Klemen).

• Added Algorithm implementation to ArtificialBeeColonyAlgorithm and test fixes (4da4f79 by Klemen).

• Added pylint disable settings (7787e53 by Klemen).

• Added new benchmark functions and test for new benchmark functions (4298ef7 by Klemen).

• Added new alogorithms to algorithm factory (bb88610 by Klemen).

• Added new algorih with run example and tests for the algorithm (8ccb4ef by Klemen).

• Added camel algorithm with run example and tests for the algorithm (5aefddd by Klemen).

• Added new algoritm interface, added new test class and added new commiters (fc8b5a1 by Klemen).

• Added visualization for run_fa.py (3c55ba9 by rhododendrom).

Fixed

• Fixes (607d678 by Klemen).

• Fixes for structure change (a2f7a02 by Klemen).

• Fixes for CMA-ES (9a0052b by Klemen).

• Fix for tabu search (435fa44 by Klemen).

• Fix for simulated annealing algorithm (8d29ca4 by Klemen).

• Fixed readme and added Tabu search algorithm (fd030c7 by Klemen).

• fix rtd conf (63544aa by GregaVrbancic).

• fix pipfile (91e6100 by GregaVrbancic).

• fix codestyle (69e1cea by GregaVrbancic).

• fix documentation comments to render properly in algorithms package (bb846c4 by GregaVrbancic).

• fixed formating of benchmark comments to properrly render documentation. (bfc20d1 by GregaVrbancic).

• fix dependencies listing in docs (0883374 by GregaVrbancic).

• Fix for dynFWA and added new dynFWA-G algorithm (4945793 by Klemen).

• Fixes for Gravitational search algorithm (6425225 by Klemen).

• Fix for ES(1+ 1) and moved new implementation of jDE (50c64d0 by Klemen).

• Fix of NMM algorithm (4be9921 by Klemen).

• Fix KH (ec9e0d4 by Klemen).

• Fixes for KH algorithm (13138b9 by Klemen).

• Fixed problem type usage in code (5950feb by Klemen).

• Fixes for ES algorithms (a0a377b by Klemen).

• Fixed problem in SCA algorithm, added beter solution fixing method (ce83ad3 by Klemen).

• Fixes for GA algorithm. (4b1229b by Klemen).

• Fix updating current position for particles in MKE algorithm (32edd7e by Klemen).

• Fixed DE algorithm and full implementation of mutational strategys (1fddef9 by Klemen).

• Fixes for pylint tests (8550edd by Klemen).

• Fixes for pycodestyle (c08c5b0 by Klemen).

• Fixes for pylint (2241eb3 by Klemen).

• fix failing build (a20a84f by GregaVrbancic).

• Fixed DE evaluations counter (2ee5a31 by Uroš Mlakar).

• Fix renamed PyPI package (9eab232 by Jace Browning).

Removed

• Removed build files for cec competions (f3f82df by Klemen).

1.0.1 - 2018-03-21

Compare with 1.0.0

Added

• add dependencies list to README with link to development dependencies list. (35046d3 by GregaVrbancic).

Fixed

• fix (20148a9 by lucijabrezocnik).

• fix paper title (3fdd630 by GregaVrbancic).

• fix paper styling (8e8df85 by GregaVrbancic).

1.0.0 - 2018-02-28

Compare with 1.0.0rc2

1.0.0rc2 - 2018-02-28

Compare with 1.0.0rc1

1.0.0rc1 - 2018-02-28

Compare with 0.1.3a2

Added

• add scripts for running all examples (8de916b by GregaVrbancic).

Fixed

• fix algorithms docs (d885664 by GregaVrbancic).

• fix README.rst (667b018 by GregaVrbancic).

• fix cs code style (a145abf by Grega Vrbančič).

Changed

• changes (951a224 by firefly-cpp).

0.1.3a2 - 2018-02-26

Compare with 0.1.3a1

Fixed

• fixes PyPI project description style (1fb9b90 by GregaVrbancic).

0.1.3a1 - 2018-02-26

Compare with 0.1.2a4

Fixed

• fixes image issue in PyPI project description (bf90995 by GregaVrbancic).

0.1.2a4 - 2018-02-26

Compare with 0.1.2a3

Fixed

• fixes build scripts. version bump. (8dda8e5 by GregaVrbancic).

0.1.2a3 - 2018-02-26

Compare with 0.1.2a2

Fixed

• fixes PyPI project description. version bump. (f0c7b5c by GregaVrbancic).

0.1.2a2 - 2018-02-26

Compare with 0.1.2a1

0.1.2a1 - 2018-02-26

Compare with first commit

Added

• add getting started guide (df35aed by Grega Vrbančič).

• added test for PSO (5a38f5e by firefly-cpp).

• add testing section to documentation (c7e87bb by GregaVrbancic).

• add documentation for support (7d3542d by GregaVrbancic).

• add NiaPy logo to index (20d09c3 by GregaVrbancic).

• adding documentation (ae0285a by GregaVrbancic).

• add full sphinx documentation structure. (4a3495a by GregaVrbancic).

• add basic class documentation for algorithms (3878ff1 by GregaVrbancic).

• add .readthedocs.yml (3351859 by GregaVrbancic).

• add basic documentation structure (91ea6c9 by GregaVrbancic).

• add basic documentation using Sphinx (a553637 by GregaVrbancic).

• add MinGW guide (a25c743 by GregaVrbancic).

• add os compatibillity fixes. (600abd6 by GregaVrbancic).

• add some mingw installation guide text (14f24ac by GregaVrbancic).

• add beginning of begginers guide. (b9bb231 by Grega Vrbančič).

• Add ABC example to README.md (44f58f0 by Grega Vrbančič).

• add basic latex export (3ed416a by GregaVrbancic).

• add comment of arguments for fpa.py (cb973fb by rhododendrom).

• add tabulate dependency. (d34352e by GregaVrbancic).

• add runner export to xlsx (ad347e9 by GregaVrbancic).

• add runner fixes. add runner export to json (43a8f00 by GregaVrbancic).

• add abc to runner (b1157c1 by GregaVrbancic).

• add entries in README.md (1ad4bd0 by GregaVrbancic).

• add schwefel variation implementations. (2e9ff89 by GregaVrbancic).

• add whitley function implementation (8d05b28 by GregaVrbancic).

• add contributors list to README.md (7b2c59a by Grega Vrbančič).

• Added jDE,PSO,ABC,GA(buggy code) (0f1e3a6 by Uroš Mlakar).

• add support for all algorithms in Runner. add example usage with test. (fe37e41 by GregaVrbancic).

• add support for custom benchmark in runner. (25f3b4f by GregaVrbancic).

• add support for DE algorithm (b5e3559 by Grega Vrbančič).

• add basic structure for runner (20e4f29 by GregaVrbancic).

• add modified algorithm implementation (#17) (b39ade5 by Grega Vrbančič).

• add fpa example. update README.md with example. (f9c33ec by GregaVrbancic).

• add benchmarks module (9d22ae6 by GregaVrbancic). modified: NiaPy/benchmarks/sphere.py, new file: NiaPy/benchmarks/init.py

• add missing test file (9a9c510 by GregaVrbancic).

• add simple test (d241db1 by GregaVrbancic).

• add PR and issue templates. add some documentation (f528731 by Grega Vrbančič).

• added reference for DE (dfab1a6 by firefly-cpp).

• add needed dependencies (#7) (8c5564c by Grega Vrbančič).

• adding flower pollination algorithm (0fec37f by rhododendrom).

• add hybrid bat algorithm implementation with example (2c86e04 by GregaVrbancic).

• add content to README.md (6c153a8 by GregaVrbancic).

• add 2.7.14 python environment to .travis.yml (abbcb45 by GregaVrbancic).

• add featuring algorithms in README.md (56b3891 by GregaVrbancic).

• add disclaimer to README.md (893a1b9 by GregaVrbancic).

Fixed

• fix (8bdee89 by Lucija Brezočnik).

• fix code for python versions compatibillity (94d605f by GregaVrbancic).

• fix call method (219d691 by GregaVrbancic).

• fix code style issues (44eeb0b by GregaVrbancic).

• fix build (f8dab84 by Lucija Brezočnik).

• fix docs (e9c4c60 by Grega Vrbančič).

• fixes on jDE (ef5dfcf by firefly-cpp).

• fixes (f4b2673 by Grega Vrbančič).

• fix code style (06d7c71 by Grega Vrbančič).

• Fixed some problems in CS (062855b by rhododendrom).

• fix auto build docs (ecf9a4e by GregaVrbancic).

• fix docs build (97359ea by GregaVrbancic).

• fix indent (b56c412 by lucijabrezocnik).

• fix codestyle (b3bc7ab by Grega Vrbančič).

• fixing codestyle (6f7de3b by Grega Vrbančič).

• Fixed evals, added cuckoo search (372ddbe by Uroš Mlakar).

• fix issues (dbf2c1f by Lucija Brezočnik).

• fix setup.py (a86d191 by GregaVrbancic).

• fix division by 0 (0e9e112 by GregaVrbancic).

• fix latex export (6f8895d by GregaVrbancic).

• fix code style of function tests (d37a920 by GregaVrbancic).

• fixed (d27d2c8 by lucijabrezocnik).

• fix code style syntax (613bd03 by Grega Vrbančič).

• fix merge (1253298 by GregaVrbancic).

• fix code style and comment (116ff3a by GregaVrbancic).

• fix bounds for sphere function (d669d11 by GregaVrbancic).

• fix issues with benchmarks. (58badd2 by GregaVrbancic).

• fix logger (f6ac839 by GregaVrbancic).

• fix old class notation (a1bc347 by GregaVrbancic).

• fix test code style (4a4df88 by GregaVrbancic).

• fixing indentation (c80aa38 by firefly-cpp).

Changed

• changes in PSO (e3f0066 by firefly-cpp).

• changes in DE & jDE (b579a8a by rhododendrom).

• changes in CS (30cd1af by rhododendrom).

• changes in README (df761d8 by firefly-cpp).

• changes in FA, HBA (f6685cf by firefly-cpp).

• changed FPA (6c9f445 by firefly-cpp).

• changed gwo (246d84e by firefly-cpp).

• changes (512d290 by firefly-cpp).

Removed

• remove print (ab9582f by firefly-cpp).

• remove tabulate dependency (9ed388b by GregaVrbancic).

2.5.1 - 2024-05-17

Compare with v2.3.0

Fixed

• fix: workflow for publishing to pypi (9e61439 by Grega Vrbančič).

v2.3.0 - 2024-05-17

v2.2.0 - 2024-05-17

Compare with 2.1.0

Added

• add example code (de3a522 by zStupan).

Removed

• Remove TestingTask class (d783f69 by zStupan).

2.1.0 - 2023-12-19

Compare with 2.0.5

Added

• Add repology badge (6d56ff5 by Iztok Fister Jr).

• Added pyproject.toml and poetry lock (f459f56 by zStupan).

• added before_run and after_run callbacks. added a reference to the algorithm in Callback class (f54f7c2 by zStupan).

• added callback example (ea82514 by zStupan).

• Added callbacks, removed the run_task and iteration_generator methods, moved functionallity to Algorithm.run (cc08dac by zStupan).

Fixed

• fixed tests (a9e68b4 by zStupan).

• fix pypi workflow (5966cf3 by zStupan).

• fix docs warnings (ab71ddc by zStupan).

Removed

• removed unused files (a48d1ff by zStupan).

• remove pytest-custom-exit-code plugin (90a15ed by zStupan).

2.0.5 (2023-03-26)

Full Changelog

Closed issues:

• Dataframe to Excel – not working #396

• Bump version to 2.0.3 #392

• RUN Beyond the Metaphor An Efficient Optimization Algorithm Based on Runge Kutta Method #388

Merged pull requests:

• fixed exporting to excel #397 (zStupan)

2.0.4 (2022-11-20)

Full Changelog

Closed issues:

• Make problem #394

Merged pull requests:

• Update dependencies #395 (zStupan)

2.0.3 (2022-09-03)

Full Changelog

Fixed bugs:

• AttributeError: ‘NoneType’ object has no attribute ‘copy’ #393

Closed issues:

• Draft a new release #387

• L-SHADE algorithm #386

• Can not control the number of max_evals or max_iters #376

• Graphical user interface (GUI) for NiaPy #330

Merged pull requests:

• Installation instructions for NixOS #389 (firefly-cpp)

2.0.2 (2022-05-22)

Full Changelog

Closed issues:

• all-contributors #375

Merged pull requests:

• L-SHADE implementation #390 (AlesGartner)

• Update docs #385 (zStupan)

• Installation instructions for Alpine linux users #384 (firefly-cpp)

• Fix get_parameters #383 (zStupan)

2.0.1 (2022-03-05)

Full Changelog

Implemented enhancements:

• Installation instructions for Arch Linux users #373

Closed issues:

• Whale Optimization Algorithm (WOA) and Sparrow Search Algorithm (SSA) implementation #378

• raise ValueError(‘Newlines are not allowed’) #371

• Logging not working if optimization type set to maximization #367

• ConalgTestCase related tests warnings #364

• Correct naming of Michalewicz functions #361

• Second stable release #359

Merged pull requests:

• docs: add firefly-cpp as a contributor for platform #382 (allcontributors[bot])

• docs: add carlosal1015 as a contributor for platform #381 (allcontributors[bot])

• Modify convergence plotting #380 (zStupan)

• Update Algorithms.md #377 (firefly-cpp)

• Add instructions for install from AUR #374 (carlosal1015)

• Fix setup error #372 (zStupan)

• Add nice badge for showing the total downloads of this package #370 (firefly-cpp)

• Add incremental testing to main workflow supported with cache #369 (GregaVrbancic)

• Improve CI #368 (GregaVrbancic)

• Add pytest-testmon to reduce the execution time of tests. #366 (GregaVrbancic)

• Fix clonalg implementation #365 (zStupan)

• Refactor/fix michalewicz name #363 (sisco0)

• Refactor/fix py typos #362 (sisco0)

2.0.0 (2021-12-27)

Full Changelog

Fixed bugs:

• BA implementation bug #352

Closed issues:

• Remove vim comments #349

• Infinity test problem is a duplicate of Csendes #347

• Add a citation.cff file #346

Merged pull requests:

• Do not package the tests #358 (firefly-cpp)

• Add badge for Fedora #356 (firefly-cpp)

• Fixed flake8 versions #355 (zStupan)

• Maximization example corrected #354 (firefly-cpp)

• Fixed BA #353 (zStupan)

• Loa algorithm #351 (AljoM)

• Removed vim comments #350 (zStupan)

• Remove infinity test problem and add missing test problems to docs #348 (zStupan)

• Fixed csendes function. #345 (zStupan)

2.0.0rc18 (2021-08-18)

Full Changelog

Closed issues:

• BA, CS and FA implementations are incorrect #341

• ModuleNotFoundError: No module named ‘NiaPy’ #339

• Add Problems.md file #332

• Add an example/guide showing how to solve a real-world problem #215

Merged pull requests:

• docs: add andrazperson as a contributor for code #343 (allcontributors[bot])

• Fix various algorithms #342 (zStupan)

• Initial implementation of Clonal Selection Algorithm #340 (andrazperson)

• docs: add firefly-cpp as a contributor for question, test #337 (allcontributors[bot])

• Add Python 3.10 tag #336 (firefly-cpp)

• Update docs #335 (zStupan)

2.0.0rc17 (2021-06-10)

Full Changelog

Closed issues:

• Maximization doesn’t work #328

• Remove ThrowingTask and CountingTask #317

• Tasks are missing from the documentation. #315

• NiaPy fails to build with Python 3.10.0a7. #308

Merged pull requests:

• Edit Algorithms.md #333 (firefly-cpp)

• Rename BFOA #331 (zStupan)

• Fixed Maximization #329 (zStupan)

• Remove export directory #327 (zStupan)

• docs: add eltociear as a contributor #326 (allcontributors[bot])

• Fix typo in jade.py #324 (eltociear)

• Remove ThrowingTask and CountingTask #323 (zStupan)

• Benchmark refactor #321 (zStupan)

• docs: add lukapecnik as a contributor #320 (allcontributors[bot])

• docs: add zStupan as a contributor #319 (allcontributors[bot])

• docs: add hrnciar as a contributor #318 (allcontributors[bot])

• Fix detection of two digit Python minor version #316 (hrnciar)

2.0.0rc16 (2021-05-26)

Full Changelog

Implemented enhancements:

• Create a new release #310

Closed issues:

• niapy import fails for Python 3.6.x #311

Merged pull requests:

• Fixed import error. #312 (zStupan)

2.0.0rc15 (2021-05-14)

Full Changelog

Implemented enhancements:

• [JOSS] (Optional) Follow PEP-8 style guide in naming methods #123

Closed issues:

• Several TODOs in ca.py #306

• limit_repair method alters the input array #294

• CuckooSearch’s runIteration is incompatible with other algorithms runIteration #281

• ““” #264

Merged pull requests:

• Huge refactor #309 (zStupan)

• corrected reference URL for basic hs algorithm #307 (firefly-cpp)

• Switched to numpy.random.Generator for generating random numbers #305 (zStupan)

2.0.0rc14 (2021-04-23)

Full Changelog

Closed issues:

• scipy dependency #303

• Python 2.7 support #301

• Deprecation warnings #297

• Bug in Algorithm.runYield - runIteration executes nGEN - 1 times #293

• User defined function #292

Merged pull requests:

• Removed scipy dependency #304 (zStupan)

• Dropped Python 2 Support #302 (zStupan)

• Run method fix #300 (zStupan)

• Deprecation warnings and JADE fix #299 (sisco0)

• some nitpicks #298 (firefly-cpp)

• docs: add zStupan as a contributor #296 (allcontributors[bot])

• Fixed bug in Algorithm.runYield #295 (zStupan)

• np.float is deprecated #291 (firefly-cpp)

• BFOA quick fix #290 (zStupan)

2.0.0rc13 (2021-03-10)

Full Changelog

Closed issues:

• BFOA implementation #288

• BAT #286

• BAT Optimization Algorithm #285

• NiaPy conda dependecy problem #284

• xlwt is archived: consider dropping xlwt requirement? #283

• . #263

Merged pull requests:

• BFOA Fix #289 (zStupan)

• BFOA #287 (zStupan)

2.0.0rc12 (2020-12-04)

Full Changelog

Fixed bugs:

• Fixing issues related to tests at infinity benchmark and NPAging DE. #267 (sisco0)

• Fix build description #261 (GregaVrbancic)

Closed issues:

• Fedora rpm build | two tests are failing #252

Merged pull requests:

• Harris Hawks Optimization integration #280 (sisco0)

• Fixed some LaTeX formulas #279 (sisco0)

• Implementation of PLBA algorithm #278 (firefly-cpp)

• several TODOs removed #277 (firefly-cpp)

• tests for RS algorithm #276 (firefly-cpp)

• corrections in table #275 (firefly-cpp)

• Exception handling & Random Search implementation #274 (firefly-cpp)

• Table of implemented algorithms added #273 (firefly-cpp)

• removing TabuSearch - immature version #272 (firefly-cpp)

• Update README.md #271 (GregaVrbancic)

• LaTeX codes #270 (sisco0)

• Update issue templates #269 (GregaVrbancic)

• docs: add sisco0 as a contributor #268 (allcontributors[bot])

• reference added, small fixes #265 (lucijabrezocnik)

• Fixes #262 (lucijabrezocnik)

2.0.0rc11 (2020-07-19)

Full Changelog

Implemented enhancements:

• Add workflow for publish to anaconda, setup.py fixes #259 (GregaVrbancic)

• Fix runner exports #254 (GregaVrbancic)

• Add python 3.8 #250 (GregaVrbancic)

Fixed bugs:

• OptimizationType.MAXIMIZATION does not work with GWO #246

• Possible issue with unit test #241

• GWO TypeError: unsupported operand type(s) #218

• Fix algorithm utility to work with python2 and add tests #239 (GregaVrbancic)

Closed issues:

• No module named ‘NiaPy.task’ #243

• Example run.py not working #238

• Algorithms checklist #188

Merged pull requests:

• Update versionbump #260 (GregaVrbancic)

• Documentation update #258 (lucijabrezocnik)

• Update Sphinx theme, update outdated stuff #257 (GregaVrbancic)

• Documentation update #256 (lucijabrezocnik)

• updated README file #255 (lucijabrezocnik)

• Installation instructions for Fedora users #253 (firefly-cpp)

• docs: add timzatko as a contributor #251 (allcontributors[bot])

• Fix GWO maximization #249 (GregaVrbancic)

• update getting started documentation #248 (GregaVrbancic)

• docs: add brett18618 as a contributor #242 (allcontributors[bot])

• Fix HSABA, SABA, ABA and fixes for examples #240 (kb2623)

2.0.0rc10 (2019-11-12)

Full Changelog

Implemented enhancements:

• PSO binary functionality #187

• Development #233 (kb2623)

Fixed bugs:

• FSS implementation #186

• FPA implementation #185

2.0.0rc9 (2019-11-11)

Full Changelog

Merged pull requests:

• Fix publish workflow #236 (GregaVrbancic)

2.0.0rc8 (2019-11-11)

Full Changelog

Merged pull requests:

• Fix pypi README #235 (GregaVrbancic)

2.0.0rc7 (2019-11-11)

Full Changelog

Merged pull requests:

• Fix bump2version #234 (GregaVrbancic)

2.0.0rc6 (2019-11-11)

Full Changelog

Closed issues:

• Confusion with GSO #221

• No module named ‘NiaPy.algorithms’ #219

• Documentation fix #211

Merged pull requests:

• docs: add jhmenke as a contributor #232 (allcontributors[bot])

• replacing badges and mentions of appveyor and travis #231 (GregaVrbancic)

• cleanup old ci configurations #230 (GregaVrbancic)

• docs: add FlorianShepherd as a contributor #229 (allcontributors[bot])

• docs: add musawakiliML as a contributor #228 (allcontributors[bot])

• Automatic Release #226 (GregaVrbancic)

• Fixes comments in runner.py #225 (GregaVrbancic)

• fix comment. replace mutation and crossover with uniform one. #223 (GregaVrbancic)

• fix runner nRuns issue #222 (GregaVrbancic)

• update run_jde.py #217 (rhododendrom)

• Added Cat Swarm Optimization algorithm #216 (mihael-mika)

• Bea algorithm #214 (RokPot)

2.0.0rc5 (2019-05-06)

Full Changelog

Implemented enhancements:

• Update Runner to accept an array of algorithm objects or strings #189

• Merging logging and printing task in StoppingTask #208 (firefly-cpp)

• Upgrade runner #206 (GregaVrbancic)

• Foa fix #199 (lukapecnik)

• New examples (algorithm info + custom init population function) #198 (firefly-cpp)

• Dependencies, code style, etc. #196 (GregaVrbancic)

Fixed bugs:

• jDE runs without stopping #201

• Logger #178

Closed issues:

• Initial Update #200

• Port FSS algorithm to the new style #167

• Documentation improvements #155

Merged pull requests:

• Custom init pop example fix #213 (firefly-cpp)

• Fixed example and readme.md #212 (bankojan)

• minor fix in examples #210 (firefly-cpp)

• Removing ScalingTask & MoveTask #209 (firefly-cpp)

• MBO algorithm implementation. #207 (bankojan)

• FOA tree aging and limitRepair bug fix. #205 (lukapecnik)

• Fixes #203 (kb2623)

• BA and HBA #202 (kb2623)

• More modified examples #197 (firefly-cpp)

• Example for custom benchmark #195 (firefly-cpp)

• Some changes in BA and HBA #194 (firefly-cpp)

• significant commit of flower pollination algorithm #193 (rhododendrom)

• update of sigma calculation #192 (rhododendrom)

• PSO minor changes #191 (firefly-cpp)

• Simplified examples - part 2 #190 (firefly-cpp)

• Simplified examples #184 (firefly-cpp)

• New features. #183 (kb2623)

• FOA examples added and README.md update #181 (lukapecnik)

• FOA #180 (lukapecnik)

• add scandir dev dependency #176 (GregaVrbancic)

• New algorithms and port of old algorithms #175 (kb2623)

• fix scrutinizer python version #174 (GregaVrbancic)

• New tests #173 (firefly-cpp)

2.0.0rc4 (2018-11-30)

Full Changelog

2.0.0rc3 (2018-11-30)

Full Changelog

Closed issues:

• New mechanism for stopCond and old best values #168

• Coral Reefs Optimization Algorithm (CRO) and Anarchic society optimization (ASO) #148

Merged pull requests:

• Added iterations counter to some of the algorithms #171 (kb2623)

• Added fixes for stopping conditions #170 (kb2623)

• Added stopping conditions #169 (kb2623)

• Fish school search implementation in old format #166 (tuahk)

• update of comments: algorithm.py #165 (rhododendrom)

• New tests for MFO #164 (firefly-cpp)

• Moth Flame Optimization #163 (kivancguckiran)

• update conda build for version 1.0.2 #162 (GregaVrbancic)

• add conda recipe #160 (GregaVrbancic)

• update comments #159 (rhododendrom)

• Fixes #158 (kb2623)

• HBA - bugfix #157 (kivancguckiran)

1.0.2 (2018-10-24)

Full Changelog

Fixed bugs:

• Hybrid Bat Algorithm coding mistake? #156

Merged pull requests:

• fix Bat Algorithm #161 (GregaVrbancic)

2 (2018-08-30)

Full Changelog

2.0.0rc2 (2018-08-30)

Full Changelog

2.0.0rc1 (2018-08-30)

Full Changelog

Fixed bugs:

• Differential evolution implementation #135

Closed issues:

• New feature: Support for maximization problems #146

• New algorithms #145

• Counting evaluations #142

• Convergence plots #136

Merged pull requests:

• fix rtd conf #154 (GregaVrbancic)

• fix rtd conf #153 (GregaVrbancic)

• add docs dependency #152 (GregaVrbancic)

• Docs build fix #151 (GregaVrbancic)

• Fixes and new algorithm #150 (kb2623)

• New optimization algorithm and fixes for old ones #149 (kb2623)

• New features #147 (kb2623)

• Algorithm refactoring #144 (kb2623)

• New algorithms and benchmarks #143 (kb2623)

• update #141 (rhododendrom)

• Update run_fa.py #140 (rhododendrom)

• Update run_abc.py #139 (rhododendrom)

• fix failing build #138 (GregaVrbancic)

• Fixed DE evaluations counter #137 (mlaky88)

• Fix renamed PyPI package #134 (jacebrowning)

• style fix #133 (lucijabrezocnik)

• style fix #132 (lucijabrezocnik)

• style fix #131 (lucijabrezocnik)

• citing #130 (lucijabrezocnik)

• Zenodo added #129 (lucijabrezocnik)

• DOI added #128 (lucijabrezocnik)

1.0.1 (2018-03-21)

Full Changelog

Closed issues:

• [JOSS] Clarify target audience #122

• [JOSS] Comment on existing libraries/frameworks #121

• [JOSS] Better API Documentation #120

• [JOSS] Clarify set-up requirements in README and requirements.txt #119

• Testing the algorithms #85

• JOSS paper #60

Merged pull requests:

• fix #127 (lucijabrezocnik)

• reference Fix #126 (lucijabrezocnik)

• Documentation added #125 (lucijabrezocnik)

• fix for issue #119 #124 (GregaVrbancic)

• dois added #118 (lucijabrezocnik)

• fixes #117 (lucijabrezocnik)

• Fix paper title #116 (GregaVrbancic)

• Fix paper #115 (GregaVrbancic)

• arguments: Ts->integer; TournamentSelection: use shuffled indices in … #114 (mlaky88)

1.0.0 (2018-02-28)

Full Changelog

Merged pull requests:

• Runner export #39 (GregaVrbancic)

1.0.0rc2 (2018-02-28)

Full Changelog

1.0.0rc1 (2018-02-28)

Full Changelog

Merged pull requests:

• fix algorithms docs #113 (GregaVrbancic)

• cleanup #112 (GregaVrbancic)

• fix README.rst #111 (GregaVrbancic)

• code style fixes #110 (GregaVrbancic)

• whitespace fix #109 (lucijabrezocnik)

• Pso algorithm #108 (GregaVrbancic)

• CS levy flight fix #106 (mlaky88)

• fix cs code style #105 (GregaVrbancic)

• CS fix #103 (mlaky88)

• Documentation #102 (GregaVrbancic)

• Finishing runner #101 (GregaVrbancic)

0.1.3a2 (2018-02-26)

Full Changelog

0.1.3a1 (2018-02-26)

Full Changelog

0.1.2a4 (2018-02-26)

Full Changelog

0.1.2a3 (2018-02-26)

Full Changelog

0.1.2a2 (2018-02-26)

Full Changelog

Merged pull requests:

• fix #100 (lucijabrezocnik)

0.1.2a1 (2018-02-26)

Full Changelog

Merged pull requests:

• version 0.1.2a1 #99 (GregaVrbancic)

• ga fix #98 (mlaky88)

• test fix #97 (lucijabrezocnik)

• fix docs #96 (GregaVrbancic)

• cs and pso fix #95 (lucijabrezocnik)

• add getting started guide #94 (GregaVrbancic)

• algorithms docs fix #93 (lucijabrezocnik)

• algorithms documentation fix #92 (lucijabrezocnik)

• documentation fix #91 (lucijabrezocnik)

• Latex #90 (lucijabrezocnik)

• fixes docs building #89 (GregaVrbancic)

• fix code style #88 (GregaVrbancic)

• changes in DE & jDE #87 (rhododendrom)

• More changes in CS #86 (rhododendrom)

• Fixed some problems in CS #84 (rhododendrom)

• fix auto build docs #83 (GregaVrbancic)

• fix docs build #82 (GregaVrbancic)

• Gen docs #81 (GregaVrbancic)

• fix indent #80 (lucijabrezocnik)

• typo #79 (lucijabrezocnik)

• new algorithms #78 (lucijabrezocnik)

• NiaPy logo added #77 (lucijabrezocnik)

• fix codestyle #76 (GregaVrbancic)

• fixing codestyle #75 (GregaVrbancic)

• Fixed evals, added cuckoo search #74 (mlaky88)

• Refactoring #73 (GregaVrbancic)

• latex documentation fixes #72 (lucijabrezocnik)

• benchmark tests added #71 (lucijabrezocnik)

• tests added #70 (lucijabrezocnik)

• Gen docs #69 (GregaVrbancic)

• docs descriptions #68 (lucijabrezocnik)

• prepare for docs #67 (lucijabrezocnik)

• fix issues #66 (lucijabrezocnik)

• Readthedocs configuration #65 (GregaVrbancic)

• Cleanup docs and fix benchmark comments #64 (GregaVrbancic)

• docs generation #63 (lucijabrezocnik)

• Gen docs #62 (GregaVrbancic)

• Generate docs #61 (GregaVrbancic)

• fix csendes benchmark #59 (GregaVrbancic)

• compatibility bugfixes #58 (GregaVrbancic)

• Docs #57 (GregaVrbancic)

• add OS compatibillity fixes. #56 (GregaVrbancic)

• Improved Docs #55 (GregaVrbancic)

• Styblinski-Tang Function added #54 (lucijabrezocnik)

• Sum Squares added #53 (lucijabrezocnik)

• decimal fixes #52 (lucijabrezocnik)

• Stepint function added #51 (lucijabrezocnik)

• Step function #50 (lucijabrezocnik)

• Schumer Steiglitz Function #49 (lucijabrezocnik)

• Salomon function #48 (lucijabrezocnik)

• Quintic function added #47 (lucijabrezocnik)

• Qing function added #46 (lucijabrezocnik)

• Pinter function added #45 (lucijabrezocnik)

• Csendes function #44 (lucijabrezocnik)

• Chung reynolds function #43 (lucijabrezocnik)

• Ridge function #42 (lucijabrezocnik)

• fix latex export #41 (GregaVrbancic)

• Happy cat function added #40 (lucijabrezocnik)

• add comment of arguments for fpa.py #38 (rhododendrom)

• Move test #37 (GregaVrbancic)

• description added #36 (lucijabrezocnik)

• Feature functions2 #35 (lucijabrezocnik)

• add runner export to xlsx #34 (GregaVrbancic)

• Runner export #33 (GregaVrbancic)

• Feature functions2 #32 (lucijabrezocnik)

* This Changelog was automatically generated by github_changelog_generator