A Survey of Adaptive Control

An adaptive control system is a system which can cope with changes and uncertainty of the plant. The adaptive controllers are playing a key role in intelligent control systems, which are required for complex systems. This paper surveys different methods in controlling a plant with uncertainties in the plant's model. The survey starts with theoretical adaptive controller schemes and moves to more abstract methodology of machine learning techniques in control.