In this paper. a new optimal robust adaptive fuzzy controller is proposed for stabilization of the inverted pendulum (IP) system as a non-linear under-actuated quadratic dynamic model. To reach this goal. a fuzzy controller (FC) is utilized to generate a proper control effort to stabilize the system via a product inference engine. https://pipingrockers.shop/product-category/collections/