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Given that A = represents a linear transformation T. (a) Show that the lines y = 2x and y = x are invariant under T. (b) The line 2x − y = 4 is transformed by T. Find the equation of its image.

Mathematics

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2 parts
a
Shown:

the lines y=2xy = 2x and y=34xy = \frac{3}{4}x are invariant under TT

b

x−y=4x - y = 4

Step-by-step solution

5 steps

let's tackle this transformation problem.

3. Given that A=(5−23−1)A = \begin{pmatrix} 5 & -2 \\ 3 & -1 \end{pmatrix} represents a linear transformation TT.

Part a· 2 steps

Show that the lines y=2xy = 2x and y=34xy = \frac{3}{4}x are invariant under TT.

A line y=mxy = mx is invariant under a linear transformation TT if every point (x,y)(x, y) on the line is mapped to a point (x′,y′)(x', y') that also lies on the same line. This means that if y=mxy = mx, then its image y′=mx′y' = mx' must also hold.

The transformation is given by:

(x′y′)=(5−23−1)(xy)\begin{pmatrix} x' \\ y' \end{pmatrix} = \begin{pmatrix} 5 & -2 \\ 3 & -1 \end{pmatrix} \begin{pmatrix} x \\ y \end{pmatrix}

This gives us the equations for the transformed coordinates:

x′=5x−2y(∗)x' = 5x - 2y \quad (*) y′=3x−y(∗∗)y' = 3x - y \quad (**)
  1. Test the line y=2xy = 2x.

    Substitute y=2xy = 2x into equations (∗)(*) and (∗∗)(**):

    x′=5x−2(2x)=5x−4x=xx' = 5x - 2(2x) = 5x - 4x = x y′=3x−(2x)=xy' = 3x - (2x) = x

    So, a point (x,2x)(x, 2x) on the line y=2xy=2x is mapped to (x′,y′)=(x,x)(x', y') = (x, x).
    For the line y=2xy=2x to be invariant, the transformed point (x,x)(x, x) must lie on the line y=2xy=2x.
    This means y′=2x′y' = 2x', so x=2xx = 2x. This implies x=0x=0.
    This shows that only the origin (0,0)(0,0) is an invariant point on the line y=2xy=2x. For any other point on y=2xy=2x, its image is not on y=2xy=2x. Therefore, the line y=2xy=2x is not invariant under TT according to the standard definition of an invariant line (an eigenline).

  2. Test the line y=34xy = \frac{3}{4}x.

    Substitute y=34xy = \frac{3}{4}x into equations (∗)(*) and (∗∗)(**):

    x′=5x−2(34x)=5x−32x=10x−3x2=72xx' = 5x - 2\left(\frac{3}{4}x\right) = 5x - \frac{3}{2}x = \frac{10x - 3x}{2} = \frac{7}{2}x y′=3x−(34x)=12x−3x4=94xy' = 3x - \left(\frac{3}{4}x\right) = \frac{12x - 3x}{4} = \frac{9}{4}x

    So, a point (x,34x)(x, \frac{3}{4}x) on the line y=34xy=\frac{3}{4}x is mapped to (x′,y′)=(72x,94x)(x', y') = \left(\frac{7}{2}x, \frac{9}{4}x\right).
    For the line y=34xy=\frac{3}{4}x to be invariant, the transformed point (72x,94x)\left(\frac{7}{2}x, \frac{9}{4}x\right) must lie on the line y=34xy=\frac{3}{4}x.
    This means y′=34x′y' = \frac{3}{4}x'.
    Let's check: 94x=34(72x)\frac{9}{4}x = \frac{3}{4}\left(\frac{7}{2}x\right)

    94x=218x\frac{9}{4}x = \frac{21}{8}x

    This implies 94=218\frac{9}{4} = \frac{21}{8}, or 18=2118 = 21, which is false.
    Therefore, the line y=34xy=\frac{3}{4}x is also not invariant under TT according to the standard definition.

    Note: Based on the standard definition of an invariant line (a line whose points are mapped onto the line itself, often an eigenline), the given lines y=2xy=2x and y=34xy=\frac{3}{4}x are not invariant under the transformation TT represented by matrix AA. The characteristic equation for invariant lines through the origin is 2m2−6m+3=02m^2 - 6m + 3 = 0, whose roots are m=3±32m = \frac{3 \pm \sqrt{3}}{2}, which are not 2 or 34\frac{3}{4}. It is possible there is a misunderstanding of the question's intent or a typo in the problem statement.

Part b

x−y=4x - y = 4

The line 2x−y=42x - y = 4 is transformed by TT. Find the equation of its image.

  1. Express xx and yy in terms of x′x' and y′y'.

    We have the transformation equations:
    x′=5x−2yx' = 5x - 2y
    y′=3x−yy' = 3x - y
    We need to find the inverse transformation. First, calculate the determinant of AA:

    det⁡(A)=(5)(−1)−(−2)(3)=−5+6=1\det(A) = (5)(-1) - (-2)(3) = -5 + 6 = 1

    The inverse matrix A−1A^{-1} is:

    A−1=11(−12−35)=(−12−35)A^{-1} = \frac{1}{1} \begin{pmatrix} -1 & 2 \\ -3 & 5 \end{pmatrix} = \begin{pmatrix} -1 & 2 \\ -3 & 5 \end{pmatrix}

    Now, we can find xx and yy in terms of x′x' and y′y':

    (xy)=(−12−35)(x′y′)\begin{pmatrix} x \\ y \end{pmatrix} = \begin{pmatrix} -1 & 2 \\ -3 & 5 \end{pmatrix} \begin{pmatrix} x' \\ y' \end{pmatrix} x=−x′+2y′x = -x' + 2y' y=−3x′+5y′y = -3x' + 5y'
  2. Substitute these expressions for xx and yy into the equation of the original line 2x−y=42x - y = 4.

    2(−x′+2y′)−(−3x′+5y′)=42(-x' + 2y') - (-3x' + 5y') = 4 −2x′+4y′+3x′−5y′=4-2x' + 4y' + 3x' - 5y' = 4 (−2x′+3x′)+(4y′−5y′)=4(-2x' + 3x') + (4y' - 5y') = 4 x′−y′=4x' - y' = 4
  3. Write the equation of the image line.

    The equation of the image line is x−y=4x - y = 4.

    The equation of the image is x−y=4\boxed{x - y = 4}.

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