Linear-quadratic controllers for tracking natural and composite trajectorie
s of nonlinear dynamical systems evoluting over compact sets are developed,
Typically, such systems exhibit "complicated dynamics," i.e., have nontriv
ial recurrence, The controllers, which use small perturbations of the nomin
al dynamics as input actuators, are based on modeling the tracking error as
a linear dynamically varying (LDV) system. Necessary and:sufficient condit
ions for the existence of such a controller are linked to the existence of
a bounded solution to a functional algebraic Riccati equation (FARE), It is
shown that, despite the lack of continuity of the asymptotic trajectory re
lative to initial conditions,, the cost to stabilize about the trajectory,
as given by the solution to the FARE, is continuous. An ergodic theory meth
od for solving the FARE is presented. Furthermore, it is shown that wrappin
g the LDV controller around the nonlinear system secures a stable tracking
dynamics. Finally, an example of controlling the Henon map to follow an ape
riodic orbit is presented.