This was made for my final year project. I wrote this while using the original MATLAB code as a reference. Please note this is a simple implementation of the differential search algorithm in Python. Please don't fret to work/improve on this code.
Requirements: numpy >= 1.26.0
Run the following command.
python test_objective_functions.py
Note: To change the DSA parameters or to use a different objective function, please change it respectively in either DSA.py or test_objective.function.py
- P.Civicioglu, "Transforming geocentric cartesian coordinates to geodetic coordinates by using differential search algorithm", Computers & Geosciences, 46 (2012), 229-247.
- P.Civicioglu, "Understanding the nature of evolutionary search algorithms", Additional technical report for the project of 110Y309-Tubitak,2013, Ankara, Turkey.
- https://www.mathworks.com/matlabcentral/fileexchange/43390-differential-search-algorithm-a-modernized-particle-swarm-optimization-algorithm