This book gives an introduction to the finite element method as a general computational method for solving partial differential equations approximately. Our approach is mathematical in nature with a strong focus on the underlying mathematical principles, such as approximation properties of piecewise polynomial spaces, and variational formulations of partial differential equations, but with a minimum level of advanced mathematical machinery from functional analysis and partial differential equations. In principle, the material should be accessible to students with only knowledge of calculus of several variables, basic partial differential equations, and linear algebra, as the necessary concepts from more advanced analysis are introduced when needed. Throughout the text we emphasize implementation of the involved algorithms, and have therefore mixed mathematical theory with concrete computer code using the numerical software MATLAB is and its PDE-Toolbox. We have also had the ambition to cover some of the most important applications of finite elements and the basic finite element methods developed for those applications, including diffusion and transport phenomena, solid and fluid mechanics, and also electromagnetics.
Author(s): Mats G. Larson, Fredrik Bengzon
Series: Texts in Computational Science and Engineering
Edition: 2013
Publisher: Springer
Year: 2013
Language: English
Pages: 402
Tags: Математика;Вычислительная математика;Метод конечных элементов;
Front Matter......Page 1
01 - Piecewise Polynomial Approximation in 1D......Page 18
02 - The Finite Element Method in 1D......Page 40
03 - Piecewise Polynomial Approximation in 2D......Page 62
04 - The Finite Element Method in 2D......Page 87
05 - Time-Dependent Problems......Page 128
06 - Solving Large Sparse Linear Systems......Page 158
07 - Abstract Finite Element Analysis......Page 192
08 - The Finite Element......Page 217
09 - Non-linear Problems......Page 238
10 - Transport Problems......Page 253
11 - Solid Mechanics......Page 269
12 - Fluid Mechanics......Page 300
13 - Electromagnetics......Page 337
14 - Discontinuous Galerkin Methods......Page 365
Back Matter......Page 383