FOA is used to optimize Support Vector Regression (SVR). For this reason, LIBSVM toolbox is used in MATLAB and optimization is provided for three different kernel functions listed below:
All files are generated and used in a research project to forecast river discharge. More detailed information is available here.
To cite in publications please use the following reference:
S. Samadianfard, S. Jarhan, E. Salwana, A. Mosavi, S. Shamshirband, S. Akib, “Support Vector Regression Integrated with Fruit Fly Optimization Algorithm for River Flow Forecasting in Lake Urmia Basin”, Water 2019, 11(9), 1934.