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<html>
<head>
<title>
FEM_BASIS - Finite Element Basis Functions on an M-dimensional Simplex
</title>
</head>
<body bgcolor="#EEEEEE" link="#CC0000" alink="#FF3300" vlink="#000055">
<h1 align = "center">
FEM_BASIS <br> Finite Element Basis Functions <br> on an M-dimensional Simplex
</h1>
<hr>
<p>
<b>FEM_BASIS</b>
is a MATLAB library which
can evaluate basis functions associated with an M-dimensional simplex
(a 1D interval, a 2D triangle, a 3D tetrahedron, and the higher-dimensional
generalizations).
</p>
<p>
A complete polynomial space is generated, up to the user-specified degree.
Thus, for instance, in 2D, simply by specifying the degree, the user can
request a space of:
<pre>
degree 0, 1 function, 1;
degree 1, 3 functions, 1, x, y;
degree 2, 6 functions, 1, x, y, x^2, xy, y^2;
degree 3, 10 functions, 1, x, y, x^2, xy, y^2, x^3, x^2y, xy^2, y^3
</pre>
and so on. Corresponding families of basis functions in higher dimensions
are generated by specifying the degree.
</p>
<p>
The feature of this library is to generate a Lagrange form of the basis
set of the given degree, and to evaluate those basis functions at any
point.
</p>
<h3 align = "center">
The Triangular Case:
</h3>
<p>
We will discuss the triangular case in detail; it is general enough
to show all the details of the procedure, while still being simple
enough to describe in pictures and tables.
</p>
<p>
Given the maximum degree D for the polynomial basis defined
on a reference triangle, we have ( ( D + 1 ) * ( D + 2 ) ) / 2 monomials
of degree at most D. Normally, the reference triangle is supplied
with barycentric coordinates (xsi1,xsi2,xsi3) which are nonnegative
and add to 1. For our purposes, we will use barycentric coordinates
that have been multiplied by D. This means that all the coordinates
we are interested in will be integers, which we will now identify by
(I,J,K) = D * (xsi1,xsi2,xsi3). We can then define a grid of integer
coordinates so that 0 <= I, J, K <= D and I+J+K = D, with
(I,J,K) corresponding to
<ul>
<li>
the basis point (X,Y)(I,J,K) = ( I/D, J/D );
</li>
<li>
the basis monomial P(I,J,K)(X,Y) = X^I Y^J.
</li>
</ul>
</p>
<p>
For example, with D = 2, we have simply:
<pre>
F
|\
C-E
|\|\
A-B-D
</pre>
with
<pre>
I J K X Y P(I,J,K)(X,Y)
A (0 0 2) (0.0, 0.0) 1
B (1 0 1) (0.5, 0.0) x
C (0 1 1) (0.0, 0.5) y
D (2 0 0) (1.0, 0.0) x^2
E (1 1 0) (0.5, 0.5) x y
F (0 2 0) (0.0, 1.0) y^2
</pre>
Note that in this arrangement, there is an obvious relationship between
a particular choice of (I,J,K) and the corresponding point (X,Y), as well
as a relationship between (I,J,K) and the polynomial P(I,J,K)(X,Y). However,
there is no obvious connection between the point (X,Y) and the polynomial
P(I,J,K)(X,Y). This will change when we move to the Lagrange basis.
</p>
<p>
Instead of the monomials P(I,J,K)(X,Y), we want a set of
polynomials L(I,J,K)(X,Y) which span the same space, but have
the Lagrange property, namely L(I,J,K)(X,Y) is 1 if (X,Y) is
equal to (X,Y)(I,J,K), and 0 if (X,Y) is equal to any other
of the basis points. One effect of this change is to tie each basis point
(X,Y) to a particular basis polynomial L(I,J,K)(X,Y), namely, the polynomial
which is 1 there.
</p>
<p>
This is easily arranged. Given an index (I,J,K), we compute a polynomial
that has:
<ol>
<li>
I factors of the form (X-0) * (X-1/D) * ... * (X-(I-1)/D);
</li>
<li>
J factors of the form (Y-0) * (Y-1/D) * ... * (Y-(J-1)/D);
</li>
<li>
K factors of the form (X+Y-(D-0)/D) * (X+Y-(D-1)/D) * ... * (X+Y-(D-(K-1))/D).
</li>
</ol>
</p>
<p>
This polynomial is the product of I+J+K linear factors, in other words,
it is a polynomial of degree D. This polynomial is 0 at all basis points
except (X,Y)(I,J,K). If we divide this polynomial by its value at
the basis point, we arrive at the desired Lagrange polynomial
L(I,J,K)(X,Y).
</p>
<p>
This method is applicable for a basis set of any polynomial degree;
moreover, it is a straightforward matter to extend it to higher dimensions.
</p>
<h3 align = "center">
The Triangular Prism:
</h3>
<p>
A (right) <i>triangular prism</i> is a 3D shape which can be formed
by drawing a triangle in the XY plane and then "lifting" the triangle
along a line in the Z direction a fixed distance.
</p>
<p>
A finite element basis family can be defined for this shape, using
the product of basis functions in the XY triangle and basis functions
for the Z line. The basis functions are then defined by scaled
barycentric coordinates I(1), I(2), I(3) for the triangle, and
an independent set of scaled barycentric coordinates J(1) and J(2)
for the line. A function is provided to evaluate basis functions
for such an element.
</p>
<h3 align = "center">
Licensing:
</h3>
<p>
The computer code and data files described and made available on this
web page are distributed under
<a href = "../../txt/gnu_lgpl.txt">the GNU LGPL license.</a>
</p>
<h3 align = "center">
Languages:
</h3>
<p>
<b>FEM_BASIS</b> is available in
<a href = "../../c_src/fem_basis/fem_basis.html">a C version</a> and
<a href = "../../cpp_src/fem_basis/fem_basis.html">a C++ version</a> and
<a href = "../../f77_src/fem_basis/fem_basis.html">a FORTRAN77 version</a> and
<a href = "../../f_src/fem_basis/fem_basis.html">a FORTRAN90 version</a> and
<a href = "../../m_src/fem_basis/fem_basis.html">a MATLAB version</a> and
</p>
<h3 align = "center">
Related Data and Programs:
</h3>
<p>
<a href = "../../m_src/fem_basis_t3_display/fem_basis_t3_display.html">
FEM_BASIS_T3_DISPLAY</a>
is a MATLAB program which
displays a basis function associated with a 3-node triangle "T3" mesh.
</p>
<p>
<a href = "../../m_src/fem_basis_t6_display/fem_basis_t6_display.html">
FEM_BASIS_T6_DISPLAY</a>
is a MATLAB program which
displays a basis function associated with a 6-node triangle "T6" mesh.
</p>
<p>
<a href = "../../m_src/fem2d_pack/fem2d_pack.html">
FEM2D_PACK</a>
is a MATLAB library which
contains utilities for 2D finite element calculations.
</p>
<p>
<a href = "../../m_src/fem3d_pack/fem3d_pack.html">
FEM3D_PACK</a>
is a MATLAB library which
contains utilities for 3D finite element calculations.
</p>
<h3 align = "center">
Reference:
</h3>
<p>
<ol>
<li>
John Burkardt,<br>
The Finite Element Basis for Simplices in Arbitrary Dimensions,<br>
<a href = "http://people.sc.fsu.edu/~jburkardt/presentations/fem_basis.pdf">
http://people.sc.fsu.edu/~jburkardt/presentations/fem_basis.pdf</a>.
</li>
<li>
Gilbert Strang, George Fix,<br>
An Analysis of the Finite Element Method,<br>
Cambridge, 1973,<br>
ISBN: 096140888X,<br>
LC: TA335.S77.
</li>
<li>
Olgierd Zienkiewicz,<br>
The Finite Element Method,<br>
Sixth Edition,<br>
Butterworth-Heinemann, 2005,<br>
ISBN: 0750663200,<br>
TA640.2.Z54.
</li>
</ol>
</p>
<h3 align = "center">
Source Code:
</h3>
<p>
<ul>
<li>
<a href = "fem_basis_1d.m">fem_basis_1d.m</a>,
evaluates an arbitrary 1D basis function.
</li>
<li>
<a href = "fem_basis_2d.m">fem_basis_2d.m</a>,
evaluates an arbitrary 2D basis function.
</li>
<li>
<a href = "fem_basis_3d.m">fem_basis_3d.m</a>,
evaluates an arbitrary 3D basis function.
</li>
<li>
<a href = "fem_basis_md.m">fem_basis_md.m</a>,
evaluates an arbitrary M-dimensional basis function.
</li>
<li>
<a href = "fem_basis_prism_triangle.m">fem_basis_prism_triangle.m</a>,
evaluates an arbitrary basis function in a 3D prism formed with
a triangular base in XY.
</li>
<li>
<a href = "timestamp.m">timestamp.m</a>,
prints the current YMDHMS date as a timestamp.
</li>
</ul>
</p>
<h3 align = "center">
Examples and Tests:
</h3>
<p>
<ul>
<li>
<a href = "fem_basis_test.m">fem_basis_test.m</a>,
a sample calling program.
</li>
<li>
<a href = "fem_basis_test01.m">fem_basis_test01.m</a>,
tests FEM_BASIS_1D.
</li>
<li>
<a href = "fem_basis_test02.m">fem_basis_test02.m</a>,
tests FEM_BASIS_2D.
</li>
<li>
<a href = "fem_basis_test03.m">fem_basis_test03.m</a>,
tests FEM_BASIS_3D.
</li>
<li>
<a href = "fem_basis_test04.m">fem_basis_test04.m</a>,
repeats TEST01 using FEM_BASIS_MD.
</li>
<li>
<a href = "fem_basis_test05.m">fem_basis_test05.m</a>,
repeats TEST02 using FEM_BASIS_MD.
</li>
<li>
<a href = "fem_basis_test06.m">fem_basis_test06.m</a>,
repeats TEST03 using FEM_BASIS_MD.
</li>
<li>
<a href = "fem_basis_test07.m">fem_basis_test07.m</a>,
tests FEM_BASIS_PRISM_TRIANGLE using order 2 in XY and in Z.
</li>
<li>
<a href = "fem_basis_test08.m">fem_basis_test08.m</a>,
tests FEM_BASIS_PRISM_TRIANGLE using order 3 in XY and order 1 in Z.
</li>
<li>
<a href = "fem_basis_test_output.txt">fem_basis_test_output.txt</a>,
the output file.
</li>
</ul>
</p>
<p>
You can go up one level to <a href = "../m_src.html">
the MATLAB source codes</a>.
</p>
<hr>
<i>
Last revised on 21 October 2010.
</i>
<!-- John Burkardt -->
</body>
<!-- Initial HTML skeleton created by HTMLINDEX. -->
</html>