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Model reduction of large-scale systems Lecture I: Overview
 

Summary: Model reduction of large-scale systems
Lecture I: Overview
Thanos Antoulas
Rice University and Jacobs University
email: aca@rice.edu
URL: www.ece.rice.edu/~aca
International School, Monopoli, 7-12 September 2008
Thanos Antoulas (Rice U. & Jacobs U.) Model reduction of large-scale systems 1 / 36
Outline
1 Introduction and model reduction problem
The big picture
Problem formulation
Projections
2 Motivating examples
3 Overview of approximation methods
SVD
POD
Balanced truncation
Krylov methods
Moment matching

  

Source: Antoulas, Athanasios C. - Department of Electrical and Computer Engineering, Rice University

 

Collections: Engineering