Maritime Weather Forecaster Using Hybrid AI of Neural Networks and Type-2 Fuzzy Logic System Optimized by Differential Evolution Algorithm

This repository consist of implementation of hybrid AI neural network and type-2 fuzzy logic system; then, both of them are optimized by differential evolution algorithm. Those methods are used for maritime weather forecasting.

To evaluating data with trained model, looks this [folder]. To training the new data, you can access [here]

Thanks to Taskin, A. and Kumbasar T. that has provided open source code and MATLAB toolbox of interval type-2 fuzzy logic system through this [repository].