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Alfio Quarteroni / Federico Negri / Andrea Manzoni
Reduced Basis Methods for Partial Differential Equations
- Springer International Publishing
- 2015
- Taschenbuch
- 312 Seiten
- ISBN 9783319154305
This book provides a basic introduction to reduced basis (RB) methods for problems involving the repeated solution of partial differential equations (PDEs) arising from engineering and applied sciences, such as PDEs depending on several parameters and PDE-constrained optimization. The book presents a general mathematical formulation of RB methods, analyzes their fundamental theoretical properties, discusses the related algorithmic and implementation aspects, and highlights their built-in algebraic and geometric structures. More specifically, the authors discuss alternative strategies for constructing accurate RB spaces using greedy algorithms and proper orthogonal decomposition techniques, investigate their approximation properties and analyze offline- online decomposition strategies aimed at the reduction of computational complexity. Furthermore,
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