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Diagonalisation and the Cayley-Hamilton theoremEdexcel A-Level Further Maths: Mind map

Diagonalising
Powers
Symmetric matrices

Diagonalisation

and Cayley-Hamilton

P−1AP=D\mathbf{P}^{-1}\mathbf{A}\mathbf{P}=\mathbf{D}symmetricA2−tA+dI=0\mathbf{A}^2-t\mathbf{A}+d\mathbf{I}=\mathbf{0}
Orthogonal matrix
Cayley-Hamilton
Pitfalls

Exam questions on Diagonalisation and the Cayley-Hamilton theorem

  1. The matrix A=(4123)\mathbf{A}=\begin{pmatrix} 4 & 1 \\ 2 & 3 \end{pmatrix} has eigenvalues 22 and 55, with eigenvectors (1−2)\begin{pmatrix} 1 \\ -2 \end{pmatrix} and (11)\begin{pmatrix} 1 \\ 1 \end{pmatrix} respectively. Let P=(11−21)\mathbf{P}=\begin{pmatrix} 1 & 1 \\ -2 & 1 \end{pmatrix}.
    Write down a matrix Q\mathbf{Q} such that Q−1AQ=(5002)\mathbf{Q}^{-1}\mathbf{A}\mathbf{Q}=\begin{pmatrix} 5 & 0 \\ 0 & 2 \end{pmatrix}.2 marks
  2. The symmetric matrix S=(5222)\mathbf{S}=\begin{pmatrix} 5 & 2 \\ 2 & 2 \end{pmatrix}.
    Find an orthogonal matrix Q\mathbf{Q} and a diagonal matrix D\mathbf{D} such that QTSQ=D\mathbf{Q}^{\mathrm{T}}\mathbf{S}\mathbf{Q}=\mathbf{D}.2 marks
  3. The matrix C=(2134)\mathbf{C}=\begin{pmatrix} 2 & 1 \\ 3 & 4 \end{pmatrix}.
    Find the characteristic equation of C\mathbf{C} and hence show that C2=6C−5I\mathbf{C}^2=6\mathbf{C}-5\mathbf{I}.3 marks
See the full worksheet

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).