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QLD · Specialist Mathematics
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QLDSpecialist MathematicsUnit 3: Mathematical induction, and further vectors, matrices and complex numbers

Quick questions on Matrices and linear transformations of the plane (QCE Specialist Mathematics Unit 3)

4short Q&A pairs drawn directly from our worked dot-point answer. For full context and worked exam questions, read the parent dot-point page.

What is matrix arithmetic?
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A 2×22\times 2 matrix multiplies a column vector to produce a new vector. For
What is determinant as area scaling?
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The absolute value detM|\det M| is the factor by which areas are scaled under the transformation: a unit square of area 11 maps to a parallelogram of area detM|\det M|. The sign of detM\det M records orientation: a negative determinant means the transformation includes a reflection (orientation is reversed).
What are composing transformations?
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To apply transformation AA then transformation BB to a vector, compute B(Av)=(BA)vB(A\mathbf{v}) = (BA)\mathbf{v}. The combined matrix is the product BABA, with the second transformation on the left. Order matters: rotating then reflecting generally differs from reflecting then rotating. The determinant of a product equals the product of determinants, det(BA)=detBdetA\det(BA) = \det B \, \det A, so the area-scaling factors multiply.
What are finding the matrix from images of basis vectors?
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A powerful shortcut: the columns of a transformation matrix are the images of the standard basis vectors. If a linear transformation sends (10)\begin{pmatrix} 1 \\ 0 \end{pmatrix} to (pq)\begin{pmatrix} p \\ q \end{pmatrix} and (01)\begin{pmatrix} 0 \\ 1 \end{pmatrix} to (rs)\begin{pmatrix} r \\ s \end{pmatrix}, then M=(prqs)M = \begin{pmatrix} p & r \\ q & s \end{pmatrix}. This lets you build the matrix of any described transformation directly, and it explains every standard matrix: the rotation matrix has columns (cosθ,sinθ)(\cos\theta, \sin\theta) and (sinθ,cosθ)(-\sin\theta, \cos\theta) because those are the images of the unit vectors after turning through θ\theta.

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