Theory of Intelligence
11TH•Mathematics•Matrices And Determinants•4.9 Homogeneous Systems

4.9 System of Homogeneous Linear Equations

Homogeneous linear systems, trivial and non-trivial solutions, and Gaussian elimination.

4.9 System of Homogeneous Linear Equations

The system of following homogeneous linear equations:

a11x1+a12x2+a13x3=0a21x1+a22x2+a23x3=0a31x1+a32x2+a33x3=0\begin{align*} a_{11}x_1 + a_{12}x_2 + a_{13}x_3 &= 0 \\ a_{21}x_1 + a_{22}x_2 + a_{23}x_3 &= 0 \\ a_{31}x_1 + a_{32}x_2 + a_{33}x_3 &= 0 \tag{i} \end{align*}

is always satisfied by x1=0,x2=0x_1 = 0, x_2 = 0 and x3=0x_3 = 0.

Therefore, the system (i) always has a solution (0,0,0)(0,0,0), which means that a system of homogeneous linear equations is always consistent.

The solution (0,0,0)(0,0,0) is called the trivial solution of the system (i).

A solution of the system (i) other than (0,0,0)(0,0,0) is called a non-trivial solution.


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