Arman Sharifi, Hooman Sadjadian, A New Optimal Method to Tune PI Controllers using Evolutionary Polynomial Regression, International Journal of System Signal Control and Engineering Application, Volume 10,Issue 2, 2017, Pages 93-100, ISSN 1997-5422, ijssceapp.2017.93.100, (https://makhillpublications.co/view-article.php?doi=ijssceapp.2017.93.100) Abstract: A new optimal method is proposed to tune PI controllers for the First Order Plus Dead Time (FOPDT) models. In this approach, a performance index is employed with specification of the infinity-norm of the sensitivity and complementary sensitivity functions. This criterion determines desire values of PI controller parameters for a bank of FOPDT models. Then an Evolutionary polynomial regression is applied to extract a tuning rule for PI controllers. At the end, the performance of recommended method is evaluated by several case study simulations. Keywords: Tuning methods;PI controller;frequencydomain criterion;evolutionary polynomial regression;FOPDT