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1 INTRODUCTION The equality-constrained linear quadratic optimal control problem, or constrained LQ problem for short, is a generalization of the classical LQ problem1 that supports affine stagewise mixed input-state equality constraints. Here, stagewise means that the constraints only relate inputs and states of a specific stage, or time step, of the control horizon.
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