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Distributional uncertainty analysis using polynomial chaos expansions

Abstract—A computationally efficient approach is presented that quantifies the influence of parameter uncertainties on the states and outputs of finite-time control trajectories for nonlinear systems, based on the approximate representation of the model via polynomial chaos expansion. The approach i...

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Bibliographic Details
Main Authors: Zoltan Nagy, Richard D. Braatz
Format: Default Conference proceeding
Published: 2010
Subjects:
Online Access:https://hdl.handle.net/2134/7734
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