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WASpecialist MathematicsSyllabus dot point

How do matrices encode and combine linear transformations of the plane?

Use 2x2 matrices for arithmetic, determinants and inverses, and as linear transformations of the plane

WACE Specialist Unit 4 matrices: 2x2 matrix arithmetic, determinants and inverses, the matrices for rotation, reflection, dilation and shear, composition of transformations by matrix multiplication, and the geometric meaning of the determinant.

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  1. What this dot point is asking
  2. Matrix arithmetic, determinant and inverse
  3. Standard transformation matrices
  4. Composition and the determinant
  5. Solving systems with the inverse

What this dot point is asking

SCSA Unit 4 treats 2×22\times 2 matrices both as objects of arithmetic and as linear transformations of the plane. You must compute products, determinants and inverses, recognise and build the standard transformation matrices, compose transformations by multiplication, and interpret the determinant geometrically.

Matrix arithmetic, determinant and inverse

For A=(abcd)A = \begin{pmatrix} a & b \\ c & d \end{pmatrix} the determinant is detA=adbc\det A = ad - bc. The matrix is invertible exactly when detA0\det A \neq 0, and

Matrix multiplication is associative but not commutative: in general ABBAAB \neq BA. The identity is I=(1001)I = \begin{pmatrix} 1 & 0 \\ 0 & 1 \end{pmatrix}, and AA1=A1A=IA A^{-1} = A^{-1} A = I.

Standard transformation matrices

A point (xy)\begin{pmatrix} x \\ y \end{pmatrix} is mapped to A(xy)A\begin{pmatrix} x \\ y \end{pmatrix}. The standard matrices are:

  • Rotation by angle θ\theta anticlockwise about the origin: (cosθsinθsinθcosθ)\begin{pmatrix} \cos\theta & -\sin\theta \\ \sin\theta & \cos\theta \end{pmatrix}.
  • Reflection in the line y=xtanθy = x\tan\theta (a line at angle θ\theta to the xx-axis): (cos2θsin2θsin2θcos2θ)\begin{pmatrix} \cos 2\theta & \sin 2\theta \\ \sin 2\theta & -\cos 2\theta \end{pmatrix}.
  • Dilation with factors kk in xx and \ell in yy: (k00)\begin{pmatrix} k & 0 \\ 0 & \ell \end{pmatrix}.
  • Shear parallel to the xx-axis with factor kk: (1k01)\begin{pmatrix} 1 & k \\ 0 & 1 \end{pmatrix}.

Composition and the determinant

Applying transformation SS then TT corresponds to the product TSTS (the first-applied matrix sits on the right, next to the vector). The determinant has a direct geometric reading.

Solving systems with the inverse

A linear system Ax=bA\mathbf{x} = \mathbf{b} with detA0\det A \neq 0 has the unique solution x=A1b\mathbf{x} = A^{-1}\mathbf{b}. If detA=0\det A = 0 the system has either no solution or infinitely many.