linear equation

Linear equation

A linear equation in two variables \[x\] and \[y\] can be written as \[ax+by+c=0\] where \[a\] and \[b\] are not both 0.

Linear equations should not be confused with linear functions. A linear function is a function which fulfills the properties \[f(a+b)=f(a)+f(b)\] and \[f(a\cdot x)=a\cdot f(x)\], while linear equations do not fulfill these properties.

Proof

In Euclidean geometry, take two perpendicular lines though a point \[O\], call one of of them the \[x\]-axis and the other than \[y\]-axis. Drawing lines parallel to the axes gives the coordinate functions \[x(P)\] and \[y(P)\] on points \[P\] of the plane.

The statement that \[ax(P)+by(P)\] is constant for points \[P\] that lies on a line \[L\] can also be thought of as the oriented area of the triangle cut off by \[L\] and the coordinate axes. Therefore, it can be decomposed as the sum of areas of the subtriangles \[\triangle OPA+\triangle OBP=\triangle OBA\], when multiplied by 2 gives us \[ax(P)+by(P)=2\cdot\triangle OBA\]. We can then let constant \[c=-2\cdot \Delta OBA\] to get \[ax(P)+by(P)+c=0\].

20250221-093023.png

The term oriented plays a role when \[P\] does not lie in between the segment \[AB\].

20250221-101618.png
As you can see, if we don't take the oriented areas logically \[\triangle OBA\ne\triangle OPA+\triangle OBP\]. However, if we take points that are listed clockwise, e.g. \[\Delta OBP\implies O\to B\to P\] as positive area and points that are listed anticlockwise, e.g. \[\triangle OBA\implies O\to B\to A\] as negative area, then \[\triangle OBA=\triangle OPA+\triangle OBP\]. To demonstrate it more explicitly, the equation above is equivalent to \[-\left| \Delta OBA \right|=-\left| \triangle OPA \right|+\triangle OBP\].

To prove the statement above, we will be calculating the area by coordinates.

The general proof for the formula to calculate area of triangle by coordinates is shown below.

Area-of-Triangle-Determinant-Proof-3.png

From the figure, we can see that the area of \[ABC\] is the equivalent to the area of \[PACR+RCBQ-PABQ\]. Then, using the formula for the area of trapezium, \[\frac{h(a+b)}{2}\] where \[h\] is the height and \[a,b\] are the parallel sides,

\begin{align*} \text{Area($ABC$)}&=\frac{(x_{3}-x_{1})(y_{1}+y_{3})+(x_{2}-x_{3})(y_{2}+y_{3})-(x_{2}-x_{1})(y_{1}+y_{2})}{2}\\ &=\frac{x_{1}y_{2}-x_{2}y_{1}+x_{2}y_{3}-x_{3}y_{2}+x_{3}y_{1}-x_{1}y_{3}}{2}\\ \end{align*}

If we look closely, this looks very similar to the determinant of the matrix \[\begin{pmatrix} x_{1}&x_{2}&x_{3}\\y_{1}&y_{2}&y_{3}\\1&1&1 \end{pmatrix}\].

\begin{align*} \det \begin{pmatrix} x_{1}&x_{2}&x_{3}\\y_{1}&y_{2}&y_{3}\\1&1&1 \end{pmatrix} &=x_{1}(y_{2}-y_{3})-x_{2}(y_{1}-y_{3})+x_{3}(y_{1}-y_{2})\\ &=x_{1}y_{2}-x_{1}y_{3}-x_{2}y_{1}+x_{2}y_{3}+x_{3}y_{1}-x_{3}y_{2}\\ \end{align*}

Technically the final formula would be \[T=\frac{1}{2}\left| \det \begin{pmatrix} x_{1}&x_{2}&x_{3}\\y_{1}&y_{2}&y_{3}\\1&1&1 \end{pmatrix} \right|\], however since we do care about the orientation we will not be including the absolute brackets.

Therefore, the calculation for \[\Delta OBA\] would now become,

\begin{align*} \Delta OBA&=\triangle OPA+\triangle OBP\\ &=\frac{1}{2}\cdot \det \begin{pmatrix} 0&x&0\\0&y&a\\1&1&1 \end{pmatrix} +\frac{1}{2}\cdot \det \begin{pmatrix} 0&b&x\\0&0&y\\1&1&1 \end{pmatrix}\\ &=\frac{1}{2}(0-(x\cdot -a)+0)+(0-(b\cdot -y)+0)\\ &=\frac{1}{2}(ax+by) \end{align*}

Then, \[2\cdot \Delta OBA=ax+by\]. Similar to what we've done above, let constant \[c=-2\cdot \Delta OBA\], then \[ax+by+c=0\].

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