Model Order Reduction . Volume 1 System- and Data-Driven Methods and Algorithms / / ed. by Peter Benner

• Pubblicazione: Berlin ; ; Boston : , : De Gruyter, , [2021]; ©2021
• Descrizione fisica: 1 online resource (X, 378 p.)
• Disciplina: 515.353
• Soggetto topico: MATHEMATICS / Numerical Analysis
• Persona (resp. second.): BennerPeter; FengLihong; GoseaIon Victor; Grivet-TalociaStefano; HaasdonkBernard; KarachaliosDimitrios S.; KleijnenJack P. C.; MagdeburgLuìs Miguel Silveira; MahdiabadiMorteza Karamooz; QuarteroniAlfio; RozzaGianluigi; SantinGabriele; SchildersW. H. A (Wil); SilveiraLuis Miguel; SilveiraLuís Miguel; TisoPaolo; TriverioPiero; ZimmermannRalf
• Note generali: Description based upon print version of record.
• Nota di contenuto: Frontmatter -- Preface to the first volume of Model Order Reduction -- Contents -- 1 Model order reduction: basic concepts and notation -- 2 Balancing-related model reduction methods -- 3 Model order reduction based on moment-matching -- 4 Modal methods for reduced order modeling -- 5 Post-processing methods for passivity enforcement -- 6 The Loewner framework for system identification and reduction -- 7 Manifold interpolation -- 8 Vector fitting -- 9 Kernel methods for surrogate modeling -- 10 Kriging: methods and applications -- Index
• Sommario/riassunto: An increasing complexity of models used to predict real-world systems leads to the need for algorithms to replace complex models with far simpler ones, while preserving the accuracy of the predictions. This two-volume handbook covers methods as well as applications. This first volume focuses on real-time control theory, data assimilation, real-time visualization, high-dimensional state spaces and interaction of different reduction techniques.
• Titolo autorizzato: Model order reduction
• ISBN: 3-11-049896-0
• Formato: Materiale a stampa
• Livello bibliografico: Monografia
• Lingua di pubblicazione: Inglese
• Record Nr.: 996445849203316
• Lo trovi qui: Univ. di Salerno