Proper orthogonal decomposition for optimality systems
Karl Kunisch, Stefan Volkwein (2008)
ESAIM: Mathematical Modelling and Numerical Analysis
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Proper orthogonal decomposition (POD) is a powerful technique for model reduction of non-linear systems. It is based on a Galerkin type discretization with basis elements created from the dynamical system itself. In the context of optimal control this approach may suffer from the fact that the basis elements are computed from a reference trajectory containing features which are quite different from those of the optimally controlled trajectory. A method is proposed which avoids this problem...