TY - JOUR AU - Himyari, Bayadir Abbas AU - Yasin, Azman AU - Gitano, Horizon PY - 2018/10/20 Y2 - 2024/03/28 TI - Non-Weighted Evaluation Function in Multi-Objective Problems JF - Asian Journal of Applied Sciences JA - AJAS VL - 6 IS - 5 SE - Articles DO - 10.24203/ajas.v6i5.5107 UR - https://ajouronline.com/index.php/AJAS/article/view/5107 SP - AB - <p>An evaluation function is proposed to deal with multi-objective problems without weight using a new composition method. Improving the evaluation function by reducing its complexity through discarding the weights. The evaluation function is utilized for the optimization of fuzzy rules.</p><p>A genetic algorithm is applied as a multi-objective algorithm for fuzzy rules extraction. Simplicity during building fuzzy inference system and reducing the computational complexity is required. The algorithm is applied on AFR data sets.</p> ER -