1987 Paper 2 Q9

Year: 1987
Paper: 2
Question Number: 9

Course: LFM Pure
Section: Matrices

Difficulty: 1500.0 Banger: 1500.0

Problem

For any square matrix \(\mathbf{A}\) such that \(\mathbf{I-A}\) is non-singular (where \(\mathbf{I}\) is the unit matrix), the matrix \(\mathbf{B}\) is defined by \[ \mathbf{B}=(\mathbf{I+A})(\mathbf{I-A})^{-1}. \] Prove that \(\mathbf{B}^{\mathrm{T}}\mathbf{B}=\mathbf{I}\) if and only if \(\mathbf{A+A}^{\mathrm{T}}=\mathbf{O}\) (where \(\mathbf{O}\) is the zero matrix), explaining clearly each step of your proof. {[}You may quote standard results about matrices without proof.{]}

Solution

We use the following properties: \((\mathbf{AB})^T = \mathbf{B}^T\mathbf{A}^T\), \((\mathbf{AB})^{-1} = \mathbf{B}^{-1}\mathbf{A}^{-1}\), and \((\mathbf{A}^T)^{-1} = (\mathbf{A}^{-1})^T\) \begin{align*} &&\mathbf{I} &= \mathbf{B}^{\mathrm{T}}\mathbf{B} \\ \Leftrightarrow && {\mathbf{B}^{T}}^{-1} &= \mathbf{B} \\ \Leftrightarrow && (\mathbf{I+A})(\mathbf{I-A})^{-1} &= {((\mathbf{I+A})(\mathbf{I-A})^{-1})^{T}}^{-1} \\ &&&= {((\mathbf{I+A})(\mathbf{I-A})^{-1})^{-1}}^{T} \\ &&&= ((\mathbf{I-A})(\mathbf{I+A})^{-1})^{T} \\ &&&= {(\mathbf{I+A})^{-1}}^T(\mathbf{I-A})^T \\ &&&= {(\mathbf{I+A}^T)}^{-1}(\mathbf{I-A}^T) \\ \Leftrightarrow && (\mathbf{I+A}^T)(\mathbf{I+A}) &= (\mathbf{I-A}^T)(\mathbf{I-A}) \\ \Leftrightarrow && \mathbf{I}+\mathbf{A}+\mathbf{A}^T+\mathbf{A}^T\mathbf{A} &= \mathbf{I}-\mathbf{A}-\mathbf{A}^T+\mathbf{A}^T\mathbf{A} \\ \Leftrightarrow && 2( \mathbf{A}^T+\mathbf{A}) &= \mathbf{O} \\ \Leftrightarrow && \mathbf{A}+\mathbf{A}^T &= \mathbf{O} \end{align*}
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Show LaTeX source
Problem source
For any square matrix $\mathbf{A}$ such that $\mathbf{I-A}$ is non-singular
		(where $\mathbf{I}$ is the unit matrix), the matrix $\mathbf{B}$
		is defined by 
		\[
		\mathbf{B}=(\mathbf{I+A})(\mathbf{I-A})^{-1}.
		\]
		Prove that $\mathbf{B}^{\mathrm{T}}\mathbf{B}=\mathbf{I}$ if and
		only if $\mathbf{A+A}^{\mathrm{T}}=\mathbf{O}$ (where $\mathbf{O}$
		is the zero matrix), explaining clearly each step of your proof.

		{[}\textit{You may quote standard results about matrices without proof.}{]}
Solution source
We use the following properties: $(\mathbf{AB})^T = \mathbf{B}^T\mathbf{A}^T$, $(\mathbf{AB})^{-1} = \mathbf{B}^{-1}\mathbf{A}^{-1}$, and $(\mathbf{A}^T)^{-1} = (\mathbf{A}^{-1})^T$

\begin{align*}
&&\mathbf{I} &= \mathbf{B}^{\mathrm{T}}\mathbf{B} \\
\Leftrightarrow && {\mathbf{B}^{T}}^{-1} &= \mathbf{B} \\
\Leftrightarrow && (\mathbf{I+A})(\mathbf{I-A})^{-1} &= {((\mathbf{I+A})(\mathbf{I-A})^{-1})^{T}}^{-1}   \\
&&&= {((\mathbf{I+A})(\mathbf{I-A})^{-1})^{-1}}^{T} \\
&&&=  ((\mathbf{I-A})(\mathbf{I+A})^{-1})^{T} \\
&&&= {(\mathbf{I+A})^{-1}}^T(\mathbf{I-A})^T \\
&&&= {(\mathbf{I+A}^T)}^{-1}(\mathbf{I-A}^T) \\
\Leftrightarrow && (\mathbf{I+A}^T)(\mathbf{I+A}) &= (\mathbf{I-A}^T)(\mathbf{I-A}) \\
\Leftrightarrow && \mathbf{I}+\mathbf{A}+\mathbf{A}^T+\mathbf{A}^T\mathbf{A} &= \mathbf{I}-\mathbf{A}-\mathbf{A}^T+\mathbf{A}^T\mathbf{A} \\
\Leftrightarrow && 2( \mathbf{A}^T+\mathbf{A}) &= \mathbf{O} \\
\Leftrightarrow &&  \mathbf{A}+\mathbf{A}^T &= \mathbf{O}
\end{align*}