JOURNAL ARTICLE

A Parameter Free Iterative Method for Solving Projected Generalized Lyapunov Equations

Yiqin LinLiping ZhouLiang Bao

Year: 2012 Journal:   International Journal of Engineering and Manufacturing Vol: 2 (1)Pages: 62-70

Abstract

This paper is devoted to the numerical solution of projected generalized continuous-time Lyapunov equations with low-rank right-hand sides.Such equations arise in stability analysis and control problems for descriptor systems including model reduction based on balanced truncation.A parameter free iterative method is proposed.This method is based upon a combination of an approximate power method and a generalized ADI method.Numerical experiments presented in this paper show the effectiveness of the proposed method.

Keywords:
Truncation (statistics) Stability (learning theory) Mathematics Iterative method Lyapunov function Applied mathematics Reduction (mathematics) Control theory (sociology) Mathematical optimization Computer science Control (management) Nonlinear system

Metrics

2
Cited By
0.00
FWCI (Field Weighted Citation Impact)
14
Refs
0.10
Citation Normalized Percentile
Is in top 1%
Is in top 10%

Citation History

Topics

Model Reduction and Neural Networks
Physical Sciences →  Physics and Astronomy →  Statistical and Nonlinear Physics
Matrix Theory and Algorithms
Physical Sciences →  Computer Science →  Computational Theory and Mathematics
Numerical methods for differential equations
Physical Sciences →  Mathematics →  Numerical Analysis

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