Model Reduction of Parametrized Systems Model Reduction of Parametrized Systems
MS&A

Model Reduction of Parametrized Systems

Peter Benner and Others
    • $164.99
    • $164.99

Publisher Description

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.

The book represents the state of the art in the development of reduced order methods. It contains contributions from internationally respected experts, guaranteeing a wide range of expertise and topics. Further, it reflects an important effor
t, carried out over the last 12 years, to build a growing research community in this field.

Though not a textbook, some of the chapters can be used as reference materials or lecture notes for classes and tutorials (doctoral schools, master classes).

GENRE
Science & Nature
RELEASED
2017
5 September
LANGUAGE
EN
English
LENGTH
516
Pages
PUBLISHER
Springer International Publishing
SELLER
Springer Nature B.V.
SIZE
12.9
MB

More Books Like This

Model Reduction of Complex Dynamical Systems Model Reduction of Complex Dynamical Systems
2021
Progress in Industrial Mathematics at ECMI 2018 Progress in Industrial Mathematics at ECMI 2018
2019
Coping with Complexity: Model Reduction and Data Analysis Coping with Complexity: Model Reduction and Data Analysis
2010
From Nano to Space From Nano to Space
2007
Progress in Industrial Mathematics at ECMI 2021 Progress in Industrial Mathematics at ECMI 2021
2022
Integral Methods in Science and Engineering, Volume 2 Integral Methods in Science and Engineering, Volume 2
2017

More Books by Peter Benner, Mario Ohlberger, Anthony Patera, Gianluigi Rozza & Karsten Urban

Modellreduktion Modellreduktion
2024
Realization and Model Reduction of Dynamical Systems Realization and Model Reduction of Dynamical Systems
2022
Model Reduction of Complex Dynamical Systems Model Reduction of Complex Dynamical Systems
2021
System Reduction for Nanoscale IC Design System Reduction for Nanoscale IC Design
2017
Numerical Algebra, Matrix Theory, Differential-Algebraic Equations and Control Theory Numerical Algebra, Matrix Theory, Differential-Algebraic Equations and Control Theory
2015
Trends in PDE Constrained Optimization Trends in PDE Constrained Optimization
2014

Other Books in This Series

Hemomath Hemomath
2017
The Hybrid High-Order Method for Polytopal Meshes The Hybrid High-Order Method for Polytopal Meshes
2020
Homogenization Theory for Multiscale Problems Homogenization Theory for Multiscale Problems
2023
Cardiovascular Mathematics Cardiovascular Mathematics
2010
Numerical Models for Differential Problems Numerical Models for Differential Problems
2010
MATHKNOW MATHKNOW
2009