04354nam 22007215 450 99644584920331620220524004610.03-11-049896-010.1515/9783110498967(CKB)4970000000171268(DE-B1597)470563(DE-B1597)9783110498967EBL7015166(AU-PeEL)EBL7015166(EXLCZ)99497000000017126820211027h20212021 fg engur||#||||||||txtrdacontentcrdamediacrrdacarrierModel Order ReductionVolume 1System- and Data-Driven Methods and Algorithms /ed. by Peter BennerBerlin ;Boston :De Gruyter,[2021]©20211 online resource (X, 378 p.)Model Order Reduction ;Volume 1Description based upon print version of record.3-11-050043-4 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 --IndexAn 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.MATHEMATICS / Numerical AnalysisbisacshMATHEMATICS / Numerical Analysis.515.353Benner Peterctbhttps://id.loc.gov/vocabulary/relators/ctbBenner Peteredthttp://id.loc.gov/vocabulary/relators/edtFeng Lihongctbhttps://id.loc.gov/vocabulary/relators/ctbGosea Ion Victorctbhttps://id.loc.gov/vocabulary/relators/ctbGrivet-Talocia Stefanoctbhttps://id.loc.gov/vocabulary/relators/ctbGrivet-Talocia Stefanoedthttp://id.loc.gov/vocabulary/relators/edtHaasdonk Bernardctbhttps://id.loc.gov/vocabulary/relators/ctbKarachalios Dimitrios S.ctbhttps://id.loc.gov/vocabulary/relators/ctbKleijnen Jack P. C.ctbhttps://id.loc.gov/vocabulary/relators/ctbMagdeburg Luìs Miguel Silveiractbhttps://id.loc.gov/vocabulary/relators/ctbMahdiabadi Morteza Karamoozctbhttps://id.loc.gov/vocabulary/relators/ctbQuarteroni Alfioctbhttps://id.loc.gov/vocabulary/relators/ctbQuarteroni Alfioedthttp://id.loc.gov/vocabulary/relators/edtRozza Gianluigictbhttps://id.loc.gov/vocabulary/relators/ctbRozza Gianluigiedthttp://id.loc.gov/vocabulary/relators/edtSantin Gabrielectbhttps://id.loc.gov/vocabulary/relators/ctbSchilders W. H. A(Wil),ctbhttps://id.loc.gov/vocabulary/relators/ctbSchilders W. H. A(Wil),edthttp://id.loc.gov/vocabulary/relators/edtSilveira Luis Miguelctbhttps://id.loc.gov/vocabulary/relators/ctbSilveira Luís Miguelctbhttps://id.loc.gov/vocabulary/relators/ctbSilveira Luís Migueledthttp://id.loc.gov/vocabulary/relators/edtTiso Paoloctbhttps://id.loc.gov/vocabulary/relators/ctbTriverio Pieroctbhttps://id.loc.gov/vocabulary/relators/ctbZimmermann Ralfctbhttps://id.loc.gov/vocabulary/relators/ctbDE-B1597DE-B1597BOOK996445849203316Model order reduction1503415UNISA