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Matrix representations of standard transformationsEdexcel International A Level Further Maths: Revision notes

Section 1

A matrix as a transformation

A 2×22\times2 matrix (abcd)\begin{pmatrix} a & b \\ c & d \end{pmatrix} transforms a point (x,y)(x,y), written as the column vector (xy)\begin{pmatrix} x \\ y \end{pmatrix}, into its image: (abcd)(xy)=(ax+bycx+dy).\begin{pmatrix} a & b \\ c & d \end{pmatrix}\begin{pmatrix} x \\ y \end{pmatrix}=\begin{pmatrix} ax+by \\ cx+dy \end{pmatrix}. Because every point is x(1,0)+y(0,1)x(1,0)+y(0,1), the matrix is fixed by what it does to the two unit vectors: the first column is the image of (1,0)(1,0) and the second column is the image of (0,1)(0,1). To find the matrix of a transformation, work out where (1,0)(1,0) and (0,1)(0,1) go and write the results as columns. Every transformation here is linear, so the origin stays fixed.

Key termsimagecolumn vectorlinear transformation
Exam tip

Always write the matrix first and the column vector after it: the matrix acts on what is to its right.

Section 2

Reflections

Use the images of (1,0)(1,0) and (0,1)(0,1) to build each matrix:

  • Reflection in the xx-axis: (1,0)→(1,0)(1,0)\to(1,0) and (0,1)→(0,−1)(0,1)\to(0,-1), so (100−1)\begin{pmatrix} 1 & 0 \\ 0 & -1 \end{pmatrix}.
  • Reflection in the yy-axis: (−1001)\begin{pmatrix} -1 & 0 \\ 0 & 1 \end{pmatrix}.
  • Reflection in y=xy=x: the coordinates swap, (x,y)→(y,x)(x,y)\to(y,x), so (0110)\begin{pmatrix} 0 & 1 \\ 1 & 0 \end{pmatrix}.
  • Reflection in y=−xy=-x: (x,y)→(−y,−x)(x,y)\to(-y,-x), so (0−1−10)\begin{pmatrix} 0 & -1 \\ -1 & 0 \end{pmatrix}. Example: the image of (3,−2)(3,-2) in y=xy=x is (−2,3)(-2,3); in y=−xy=-x it is (2,−3)(2,-3). Points on the mirror line are invariant.
Key termsreflectionmirror lineinvariant
Common mistake

Mixing up y=xy=x and y=−xy=-x. The y=xy=x matrix has no minus signs; the y=−xy=-x matrix has two.

Section 3

Rotations about the origin

A rotation through angle θ\theta anticlockwise about OO sends (1,0)→(cos⁡θ,sin⁡θ)(1,0)\to(\cos\theta,\sin\theta) and (0,1)→(−sin⁡θ,cos⁡θ)(0,1)\to(-\sin\theta,\cos\theta): Rθ=(cos⁡θ−sin⁡θsin⁡θcos⁡θ).\mathbf{R}_\theta=\begin{pmatrix} \cos\theta & -\sin\theta \\ \sin\theta & \cos\theta \end{pmatrix}. A clockwise rotation uses a negative angle. Special cases: 90∘90^\circ anticlockwise is (0−110)\begin{pmatrix} 0 & -1 \\ 1 & 0 \end{pmatrix}, 180∘180^\circ is (−100−1)\begin{pmatrix} -1 & 0 \\ 0 & -1 \end{pmatrix}, and 90∘90^\circ clockwise is (01−10)\begin{pmatrix} 0 & 1 \\ -1 & 0 \end{pmatrix}. For 60∘60^\circ the exact entries are cos⁡60∘=12\cos60^\circ=\frac12 and sin⁡60∘=32\sin60^\circ=\frac{\sqrt3}{2}. To identify a rotation from its matrix, read cos⁡θ\cos\theta from the leading diagonal and sin⁡θ\sin\theta from the bottom-left entry.

Key termsrotationanticlockwiseangle of rotation
Common mistake

Putting the minus sign on the wrong sin⁡θ\sin\theta. The top-right entry is −sin⁡θ-\sin\theta for an anticlockwise rotation.

Section 4

Stretches and enlargements

A stretch parallel to the xx-axis with scale factor kk multiplies every xx-coordinate by kk and leaves yy unchanged, so its matrix is (k001)\begin{pmatrix} k & 0 \\ 0 & 1 \end{pmatrix}. A stretch parallel to the yy-axis with scale factor kk is (100k)\begin{pmatrix} 1 & 0 \\ 0 & k \end{pmatrix}. In a stretch the line of invariant points is the axis perpendicular to the stretch direction (the yy-axis for a stretch parallel to the xx-axis). An enlargement with centre OO and scale factor kk (k≠0k\ne0, real) has matrix (k00k)\begin{pmatrix} k & 0 \\ 0 & k \end{pmatrix}. If k<0k<0 the image is on the opposite side of OO, and k=−1k=-1 is the same as a half-turn.

Key termsstretchscale factorenlargement
Exam tip

A stretch in the xx-direction changes the first coordinate, so the kk is in the top-left of the matrix.

Section 5

Using and identifying the matrices

To transform a shape, multiply the matrix by the position vector of each vertex. To identify a transformation from a matrix, decide which standard form it is: diagonal with entries k,1k,1 or 1,k1,k is a stretch; diagonal with equal entries is an enlargement; (cos⁡θ−sin⁡θsin⁡θcos⁡θ)\begin{pmatrix} \cos\theta & -\sin\theta \\ \sin\theta & \cos\theta \end{pmatrix} is a rotation; and the four matrices listed above are the reflections. Worked example: a stretch parallel to the xx-axis maps (4,−3)(4,-3) to (10,−3)(10,-3), so the scale factor is 104=52\frac{10}{4}=\frac52 and the matrix is (52001)\begin{pmatrix} \frac52 & 0 \\ 0 & 1 \end{pmatrix}. To find the image of a line, take a general point on it, such as (t,2t+3)(t,2t+3), transform it and eliminate tt.

Key termsposition vectorgeneral point
Exam tip

Check a matrix you identify by testing that it sends (1,0)(1,0) and (0,1)(0,1) where you expect.

That's the notes covered.

Carry on to the next subtopic.

Exam questions on Matrix representations of standard transformations

  1. Single transformations of the plane are represented by 2×22\times2 matrices acting on position vectors, with the origin OO as the fixed point. The point PP has coordinates (3,−2)(3,-2).
    The stretch parallel to the xx-axis with scale factor 33 maps PP to P′P'. Write down the matrix of the stretch and find the coordinates of P′P'.2 marks
  2. The matrix M=(01−10)\mathbf{M}=\begin{pmatrix} 0 & 1 \\ -1 & 0 \end{pmatrix} represents a single transformation TT of the plane.
    Show that M2\mathbf{M}^2 represents an enlargement, and state its centre and scale factor.2 marks
  3. Triangle TT has vertices A(1,1)A(1,1), B(3,1)B(3,1) and C(3,4)C(3,4).
    A rotation through 60∘60^\circ anticlockwise about OO has matrix R\mathbf{R}. Write down R\mathbf{R} with exact entries and find the exact coordinates of the image of BB.3 marks
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Written by the Exaim team, led by Shaun Daswani (Head of Upper Secondary, Improve ME Institute; MSc Financial Mathematics, Imperial College London; BSc, UCL) and Jason Daswani (operational lead, Improve ME Institute; LSE).