the mathematical theory of finite element method
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the mathematical theory of finite
element method
The mathematical theory of the finite element method (FEM) is a branch of
numerical analysis that provides a framework for approximating solutions to partial
differential equations (PDEs) using discretization techniques. The finite element
method is widely used in engineering and scientific disciplines to simulate and
analyze physical phenomena.
At the core of the FEM is the concept of dividing a domain into a finite number
of elements, which are connected at nodes. The unknown solution within each element
is approximated using a simple function, referred to as the basis function. These
basis functions are usually polynomials of a certain degree, and their coefficients
are determined by solving a set of linear equations.
The mathematical theory of the FEM involves several key concepts and techniques.
One of the fundamental principles is the variational formulation, which transforms
the PDE into an equivalent variational problem. This variational problem is then
discretized using the finite element approximation, resulting in a system of
algebraic equations.
Another important aspect is the assembly process, where the contributions from
each element are combined to form the global stiffness matrix and right-hand side
vector. This assembly is based on the integration of the basis functions and their
derivatives over the element domains.
Error estimation and convergence analysis are also essential components of the
mathematical theory of the FEM. Various techniques, such as the energy method and
the posteriori error estimators, are used to assess the accuracy of the finite
element solution and to determine the appropriate mesh refinement for achieving
convergence.
Furthermore, the mathematical theory of the FEM includes the treatment of
boundary conditions, imposition of symmetries, and the development of efficient
solvers for the resulting linear systems. It also addresses issues such as numerical
stability,并行 computing, and adaptivity.
In summary, the mathematical theory of the finite element method provides a
comprehensive framework for numerically solving PDEs. It encompasses concepts such
as element discretization, variational formulation, assembly, error estimation, and
convergence analysis, which collectively enable the accurate and efficient
simulation of a wide range of physical problems.