Application of Adaptive Neuro-Fuzzy Inference System to Forecast of Microwave Effect
Ke Li, MA Hong-ge, Haijing Zhou · 2009
In order to solve the forecast problem of microwave effect, the adaptive neuro-fuzzy inference system (ANFIS) is applied and the microwave parameters and its thresholds are adopted as variable. As a result, the ANFIS model based on the microwave effect data is developed, and the confidence level and confidence interval are proposed to appraise the forecasting ability of the ANFIS model. Comparing the output of the ANFIS with the training and testing data, the good forecasting ability, small error and low data requirement are found with the ANFIS.