sceua_benchmark

Testing benchmark example using the serial version of SCE-UA optimization algorithm, pytest, and Github Actions.

Three ways to run this test:

1. Using python console or your default IDE

cd sceua_benchmark
python test_functn.py

2. Using pytest

cd sceua_benchmark
pytest

3. Using GitHub Actions

 See Actions workflow

Algorithm

Duan, Q., Sorooshian, S., & Gupta, V. K. (1994). Optimal use of the SCE-UA global optimization method for calibrating watershed models. Journal of hydrology, 158(3-4), 265-284.

Original Matlab source

Qingyun Duan (2021). Shuffled Complex Evolution (SCE-UA) Method (https://www.mathworks.com/matlabcentral/fileexchange/7671-shuffled-complex-evolution-sce-ua-method), MATLAB Central File Exchange. Retrieved September 3, 2021.