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.