Model Reduction by Moment Matching: Beyond Linearity A Review of the Last 10 Years | IEEE Conference Publication | IEEE Xplore

Model Reduction by Moment Matching: Beyond Linearity A Review of the Last 10 Years


Abstract:

We present a review of some recent contributions to the theory and application of nonlinear model order reduction by moment matching. The tutorial paper is organized in f...Show More

Abstract:

We present a review of some recent contributions to the theory and application of nonlinear model order reduction by moment matching. The tutorial paper is organized in four parts: 1) Moments of Nonlinear Systems; 2) Playing with Moments: Time-Delay, Hybrid, Stochastic, Data-Driven and Beyond; 3) The Loewner Framework; 4) Applications to Optimal Control and Wave Energy Conversion.
Date of Conference: 14-18 December 2020
Date Added to IEEE Xplore: 11 January 2021
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Conference Location: Jeju, Korea (South)

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