Saturday, February 19, 2011

Solving System of Equations using Gauss Elimination Method (Part 1)

Numerical Methods in Engineering: Theories With Matlab, Fortran, C and Pascal Programs
Sometimes engineers need to solve a system of equations to obtain solutions for their engineering design works. This kind of problems consists of several number of unknowns and equations that cannot be solved easily without good knowledge of system of equations solving method and understanding of computer programming. If we need to solve a set of linear equations with 2 - 3 unknowns, it will be easily to solve by hand calculation. There are several methods available for solving them. But when we need to solve much more unknowns e.g. 20 unknowns or 1,000 unknowns, computer software is unavoidable.

System of equations with "n" linear equations can be expressed as follows:



We can write it the matrix form as [A]{X} = {B}

The dimension of matrix [A] is (nxn), vector {X} is (nx1) and vector {B} is (nx1).
There are several methods to solve a set of simultaneous equations e.g. Cramer's rule, Gauss elimination or Gaussian Elimination method, Gauss-Jordon method, matrix inversion method, LU decomposition method, Cholesky decomposition method, etc.

Cramer's rule can easily solve a set of equations with small number of equation. The Cramer's rule uses determinant to solve for the unknowns. The unknowns can be solved from:

However, the number of calculations using Cramer's rule is approx. (n-1)(n+1)!, where n is number of equations to be solved. Therefore, if we want to solve a set of 10 linear equations, the number of calculations will be approx 360,000,000 times. But if we use Gauss Elimination method for 100 linear equations, the number of calculations is only about 700,000. Thus, practically, Gauss Elimination Method is the most favorite method for general use.

Gauss Elimination Method or Gaussian Elimination Method is widely used for solving most of engineering problems. It can be used to program in the computer easily. Gauss Elimination method can be categorized as follows:
  1. Forward elimination
  2. Back substitution
If you're interested in more details, please check the link of article sources below.

Mechanical Design Handbook has developed a VBA excel program to solve a set of simultaneous equations using original FORTRAN code from "Numerical Methods in Engineering by Dr. Pramote Dechaumphai". The program is written in VBA excel with simple user interface. It can solve up to 10 numbers of equations. Mechanical Design Handbook is going to share more details about how to use the program and download link in later posts [Solving System of Equations using Gauss Elimination Method (Part 2)].

Here are some pictures of the program that we will discuss in more details later.

Main screen


User interface


Input and Solution Screen



Source:

No comments: