Numerical Integration

From KratosWiki
(Difference between revisions)
Jump to: navigation, search
(→Gauss-Legendre Numerical Integration)
(→Gauss-Legendre Numerical Integration)
Line 28: Line 28:
  
 
{| class="wikitable" style="margin:auto; background:white;"
 
{| class="wikitable" style="margin:auto; background:white;"
−
! Number of points, ''p'' !! Points, ''xi''<sub>''i'' !! Weights, ''w''<sub>''i''</sub>
+
! Number of points, ''p'' !! Points, ''&xi''<sub>''i'' !! Weights, ''w''<sub>''i''</sub>
 
|- align="center"
 
|- align="center"
 
| 1 || 0 || 2
 
| 1 || 0 || 2

Revision as of 11:28, 3 November 2009

Numerical integration refers to all the procedures, algorithms and techniques in the numerical analysis to obtain an approximate solution to a definite integral.

That is, how to obtain a numerical value of:

\int_{\lambda_a}^{\lambda_b}\! f(\lambda)\, d\lambda.

where \lambda \, can be a 1D, 2D or 3D domain.


For our interest in the Finite Element Method, the purpose is to describe how the element matrices can be integrated numerically.


Gauss-Legendre Numerical Integration

To fix the most basic concepts on Numerical Integration, we will focus our description on a one dimensional integration using the Gauss-Legendre quadrature, that is, to solve:

I=\int_{-1}^{+1} f(\xi) d\xi


The Gauss-Legendre quadrature establish that the definite integral of a function can be approximate by using a weighted sum of function values at specified points within the domain of integration. An p-point Gaussian quadrature rule is constructed to yield an exact result for polynomials of degree 2p − 1 or less by a suitable choice of the points   \xi_i \,   and weights   w_i \,   for   i = 1, \cdots p \,.


\int_{-1}^{+1} f(\xi)\,d\xi \approx \sum_{i=1}^p w_i f(\xi_i)


The coordinates and related weights are:


Number of points, p Points, &xii Weights, wi
1 0 2
2 \pm\sqrt{1/3} 1
3 0 8⁄9
\pm\sqrt{3/5} 5⁄9
4 \pm\sqrt{\Big( 3 - 2\sqrt{6/5} \Big)/7} \tfrac{18+\sqrt{30}}{36}
\pm\sqrt{\Big( 3 + 2\sqrt{6/5} \Big)/7} \tfrac{18-\sqrt{30}}{36}
5 0 128⁄225
\pm\tfrac13\sqrt{5-2\sqrt{10/7}} \tfrac{322+13\sqrt{70}}{900}
\pm\tfrac13\sqrt{5+2\sqrt{10/7}} \tfrac{322-13\sqrt{70}}{900}

References

  1. Carlos A. Felippa, "A compendium of FEM integration formulas for symbolic work", Engineering Computations, Vol. 21 No. 8, 2004, pp. 867-890, (c) Emerald Group Publishing Limited [1]
  2. Numerical Integration
  3. Gaussian Quadrature
Retrieved from "http://kratos-wiki.cimne.upc.edu/index.php/Numerical_Integration"
Personal tools
Categories
Theory Manual