ArticleScientific reports2025

Enhanced PID controller tuning for nonlinear continuous stirred-tank heaters using a modified Newton-Raphson optimizer with random opposition and Lévy-flight learning.

Rizk M Rizk-Allah et al.PubMed ↗Full text ↗Publisher ↗

No numbers read from the abstract.