In this paper we are describing and illustrating the Incremental Model Reference Adaptive Polynomial Controllers Network (IMRAPCN). This algorithm is a polynomial version of the conventional linear controllers network. Two important properties of that system are: (1) its behaviour is clearly understandable because each polynomial controller can be interpreted in linear terms and (2) it is capab...