e-Mathematics > Matrix Algebra

Solving Linear Systems

Unique Solution. Finding the solution set of a system of two linear equations in two variables is easy because it amounts to finding the intersection of two lines. (a) A typical problem is

\begin{displaymath}
\left\{
\begin{array}{l}
x_1-2x_2 =-1 \\
-x_1+3x_2 =3
\end{array}
\right.
\end{displaymath}

The graphs of these equations are lines, which we denote by $L_1$ and $L_2$. A pair of numbers $(x_1,x_2)$ satisfies both equations in the system if and only if the point $(x_1,x_2)$ lies on both $L_1$ and $L_2$. In the system above, the solution is the single point $(3,2)$.

General Solutions. Two lines need not intersect in a single point. (b) They could be parallel as in the following system:

\begin{displaymath}
\left\{
\begin{array}{l}
x_1-2x_2 =-1 \\
-x_1+2x_2 =3
\end{array}
\right.
\end{displaymath}

Or, (c) they could coincide and hence intersect at every point on the line as in the following system:

\begin{displaymath}
\left\{
\begin{array}{l}
x_1-2x_2 =-1 \\
-x_1+2x_2 =1
\end{array}
\right.
\end{displaymath}

A system of linear equations has (a) exactly one unique solution, or (b) no solution, or (c) infinitely many solutions.


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