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Construction of the Variational Statement of the Problem

The first step in implementing the FEM is the formulation of the problem in a weak or variational form. To arrive at the weak formulation of the problem, equation (gif) must be modified so that it is satisfied in an average sense over the domain . Integrating equation (gif) with an arbitrary weighting function yields the following equation

 

which holds for all functions such that the values of the integrals exist.

It is advantageous to cast the problem in a symmetric form so that the solution, h, can belong to the same class of functions as the weighting functions, v. In addition, natural boundary conditions are easier to implement in the symmetric formulation.

From the product rule for the gradient, we have

 

which when applied to equation (gif) results in

 

The last integral on the right hand side can be converted to a boundary integral using Gauss's divergence formula. The boundary of the domain may be divided into segments dependent upon the type of boundary condition applied. The notation is used for portions of the boundary where essential boundary conditions are applied (state variable h is specified). Along the trial function v is taken to be zero. For portions of the boundary where natural boundary conditions are applied (flux specified), the notation is used.

Applying the divergence theorem to the weak statement (gif), we have

 

where () is the normal component of the ice flux density across a portion of the boundary of the domain, . It is clear that natural boundary conditions are immediately incorporated into the solution in the last term of equation(gif). The variational statement is now symmetric with respect to h and v. Hence all differentiability and integrability requirements on h and v are the same, allowing use of the same class of functions for both h and v.

By definition the space of admissible functions, , is a linear space of functions, is infinite-dimensional, and has a countably infinite basis. Therefore, there exists a countable infinite set of functions (, , ,...) in , such that any v that belongs to can be written in the form

 

where the 's are constants. The set is called a basis and the individual 's are called basis functions.

Consider an approximation of v by taking a finite number of terms in the series of equation (gif). That is,

 

Consideration of the approximation using N basis functions results in the simplification of the class of admissible functions to an N-dimensional subspace of . The variational boundary-value problem is stated in the following form:

 

The problem is now in an acceptable form for the construction of approximate solutions using Galerkin's Method and the FEM.



next up previous contents
Next: Generation of a Up: The Finite Element Previous: The Finite Element



James Fastook
Mon Feb 12 09:39:28 EST 1996