Model Reduction of Parametrized Systems By Prof. Dr. Peter Benner, Prof. Dr. Mario Ohlberger, Prof. Dr. Anthony Patera, Prof. Dr. Gianluigi Rozza, Prof. Dr. Karsten UrbanEnglish | PDF | 2017 | 503 Pages | ISBN : 3319587854 | 17.98 MB
The special volume offers a global guide to new concepts and approaches concerning the following topics: reduced basis methods, proper orthogonal decomposition, proper generalized decomposition, approximation theory related to model reduction, learning theory and compressed sensing, stochastic and high-dimensional problems, system-theoretic methods, nonlinear model reduction, reduction of coupled problems/multiphysics, optimization and optimal control, state estimation and control, reduced order models and domain decomposition methods, Krylov-subspace and interpolatory methods, and applications to real industrial and complex problems.