Feature Selection: Utilize Genetic Algorithms to select the best subset of features based on fitness metrics like accuracy and F1-score. Compare Logistic Regression and Random Forest models for ...

A MATLAB Simulink-based experimental project comparing the performance of Genetic Algorithm and Mamdani Fuzzy Logic in Maximum Power Point Tracking (MPPT) under fluctuating irradiance conditions. This ...

Abstract: This paper presents a study on Maximum Power Point Tracking (MPPT) employing a DC-DC boost converter in MATLAB. The approach utilizes a genetic algorithm to determine optimal values for the ...

Moreover the fuzzy features of control system depend by the specific application of fuzzy controller. There are several techniques reported in recent literature that use Genetic Algorithms to optimize ...