Paper 1, Section II, A

Vectors and Matrices
Part IA, 2015

(i) Find the eigenvalues and eigenvectors of the following matrices and show that both are diagonalisable:

A=(111131111),B=(1434104341)A=\left(\begin{array}{rrr} 1 & 1 & -1 \\ -1 & 3 & -1 \\ -1 & 1 & 1 \end{array}\right), \quad B=\left(\begin{array}{rcr} 1 & 4 & -3 \\ -4 & 10 & -4 \\ -3 & 4 & 1 \end{array}\right)

(ii) Show that, if two real n×nn \times n matrices can both be diagonalised using the same basis transformation, then they commute.

(iii) Suppose now that two real n×nn \times n matrices CC and DD commute and that DD has nn distinct eigenvalues. Show that for any eigenvector x\mathbf{x} of DD the vector CxC \mathbf{x} is a scalar multiple of x\mathbf{x}. Deduce that there exists a common basis transformation that diagonalises both matrices.

(iv) Show that AA and BB satisfy the conditions in (iii) and find a matrix SS such that both of the matrices S1ASS^{-1} A S and S1BSS^{-1} B S are diagonal.