{"product_id":"9783319864754-model-reduction-of-parametrized-systems","title":"Model Reduction of Parametrized Systems","description":"\u003cmeta content=\"text\/html; charset=utf-8\" http-equiv=\"Content-Type\"\u003e\u003cp\u003e\u003cspan\u003e\u003cp\u003eThe special volume offers a global guide to new concepts and approaches concerning the following topics: reduced basis methods, proper orthogonal decomposition, proper generalized decomposition, approximation theory related to model reduction, learning theory and compressed sensing, stochastic and high-dimensional problems, system-theoretic methods, nonlinear model reduction, reduction of coupled problems\/multiphysics, optimization and optimal control, state estimation and control, reduced order models and domain decomposition methods, Krylov-subspace and interpolatory methods, and applications to real industrial and complex problems.\u003c\/p\u003e\n\u003cp\u003eThe book represents the state of the art in the development of reduced order methods. It contains contributions from internationally respected experts, guaranteeing a wide range of expertise and topics. Further, it reflects an important effor\u003c\/p\u003et, carried out over the last 12 years, to build a growing research community in this field.\u003cbr\u003e\u003cp\u003e\u003c\/p\u003e\n\u003cp\u003eThough not a textbook, some of the chapters can be used as reference materials or lecture notes for classes and tutorials (doctoral schools, master classes).\u003cbr\u003e\u003c\/p\u003e\n\u003cbr\u003e\u003cbr\u003e\u003c\/span\u003e\u003c\/p\u003e","brand":"Rarewaves","offers":[{"title":"Default Title","offer_id":56501274378614,"sku":"9783319864754","price":144.35,"currency_code":"GBP","in_stock":false}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0092\/7504\/8033\/files\/stand_37649904.jpg?v=1762253418","url":"https:\/\/www.rarewaves.com\/products\/9783319864754-model-reduction-of-parametrized-systems","provider":"Rarewaves.com","version":"1.0","type":"link"}