Efficient Time-dependent PDE Computation Using MATLAB and SCILAB - Chapman & Hall/CRC Numerical Analysis and Scientific Computing Series (Hardback)Florian De Vuyst (author), Choi-Hong Lai (series editor), Frederic Magoules (series editor)
Hardback 306 Pages / Published: 15/04/2009
- Not available
Combining theory with practice in a multidisciplinary context, "Efficient Time-Dependent PDE Computation using MATLAB and SCILAB" presents techniques of algorithmic reduction with a focus on reduced-order models like proper orthogonal decomposition (POD). The book offers a comprehensive introduction to numerical optimization and addresses both degree-of-freedom reduction and dimensionality reduction issues. It also presents stochastic process modeling using probabilistic density functions (PDF) to demonstrate how dimensionality limits computations to only a few random variables. MATLAB[registered] and SCILAB codes are used to implement several of the algorithms discussed.
Publisher: Taylor & Francis Ltd
Number of pages: 306
Dimensions: 235 x 156 mm
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