Adaptive Finite-Horizon Implicit LQ Controllers

Abstract It is shown that for an ARMAX plant there exists a class of ARX implicit models such that it is possible to correctly solve a multistep quadratic control Problem. Therefore there exist adaptive control algorithms, based on LS identification, whose equilibrium point yields an optimal multistep quadratic regulator even for an ARMAX plant.