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		<title>Every Complex Matrix Can Be Written as $A=B+iC$, where $B, C$ are Hermitian Matrices</title>
		<link>https://yutsumura.com/every-complex-matrix-can-be-written-as-abic-where-b-c-are-hermitian-matrices/</link>
				<comments>https://yutsumura.com/every-complex-matrix-can-be-written-as-abic-where-b-c-are-hermitian-matrices/#comments</comments>
				<pubDate>Mon, 22 May 2017 15:53:12 +0000</pubDate>
		<dc:creator><![CDATA[Yu]]></dc:creator>
				<category><![CDATA[Linear Algebra]]></category>
		<category><![CDATA[complex conjugate]]></category>
		<category><![CDATA[complex matrix]]></category>
		<category><![CDATA[example]]></category>
		<category><![CDATA[hermitian matrix]]></category>
		<category><![CDATA[linear algebra]]></category>

		<guid isPermaLink="false">https://yutsumura.com/?p=2952</guid>
				<description><![CDATA[<p>(a) Prove that each complex $n\times n$ matrix $A$ can be written as \[A=B+iC,\] where $B$ and $C$ are Hermitian matrices. (b) Write the complex matrix \[A=\begin{bmatrix} i &#038; 6\\ 2-i&#038; 1+i \end{bmatrix}\] as&#46;&#46;&#46;</p>
<p>The post <a href="https://yutsumura.com/every-complex-matrix-can-be-written-as-abic-where-b-c-are-hermitian-matrices/" target="_blank">Every Complex Matrix Can Be Written as $A=B+iC$, where $B, C$ are Hermitian Matrices</a> first appeared on <a href="https://yutsumura.com/" target="_blank">Problems in Mathematics</a>.</p>]]></description>
								<content:encoded><![CDATA[<h2> Problem 425</h2>
<p><strong>(a)</strong> Prove that each complex $n\times n$ matrix $A$ can be written as<br />
	\[A=B+iC,\]
	where $B$ and $C$ are Hermitian matrices.</p>
<p><strong>(b)</strong> Write the complex matrix<br />
	\[A=\begin{bmatrix}<br />
	  i &#038; 6\\<br />
	  2-i&#038; 1+i<br />
	\end{bmatrix}\]
	as a sum $A=B+iC$, where $B$ and $C$ are Hermitian matrices.</p>
<p>&nbsp;<br />
<span id="more-2952"></span><br />

<h2>Definition (Hermitian matrix).</h2>
<p>Recall that a complex matrix $M$ is said to be <strong>Hermitian</strong> if $M^*=M$.<br />
Here $A^*$ is the conjugate transpose matrix $M^*=\bar{M}^*$.</p>
<h2> Proof. </h2>
<p>	Let<br />
		\[B=\frac{A+A^*}{2} \text{ and } C=\frac{A-A^*}{2i}.\]
		We claim that $B$ and $C$ are Hermitian matrices.<br />
		Using the fact that $(A^*)^*=A$, we compute<br />
		\begin{align*}<br />
	B^*&#038;=\left(\,  \frac{A+A^*}{2}  \,\right)^*\\<br />
	&#038;=\frac{A^*+(A^*)^*}{2}\\<br />
	&#038;=\frac{A^*+A}{2}=B.<br />
	\end{align*}<br />
	It yields that the matrix $B$ is Hermitian.</p>
<hr />
<p>	We also have<br />
	\begin{align*}<br />
	C^*&#038;=\left(\,  \frac{A-A^*}{2i} \,\right)^*\\<br />
	&#038;=\frac{A^*-(A^*)^*}{-2i}\\<br />
	&#038;=\frac{A^*-A}{-2i}\\<br />
	&#038;=\frac{A-A^*}{2i}=C.<br />
	\end{align*}<br />
	Thus, the matrix $C$ is also Hermitian.</p>
<hr />
<p>	Finally, note that we have<br />
	\begin{align*}<br />
	B+iC&#038;=\frac{A+A^*}{2}+i\frac{A-A^*}{2i}\\<br />
	&#038;=\frac{A+A^*}{2}+\frac{A-A^*}{2}\\<br />
	&#038;=A.<br />
	\end{align*}<br />
	Therefore, each complex matrix $A$ can be written as $A=B+iC$, where $B$ and $C$ are Hermitian matrices.</p>
<p>	\item By the proof of part (a), it suffices to compute<br />
	\[B=\frac{A+A^*}{2} \text{ and } C=\frac{A-A^*}{2i}.\]
<p>	We have<br />
	\[A^*=\begin{bmatrix}<br />
	  -i &#038; 2+i\\<br />
	  6&#038; 1-i<br />
	\end{bmatrix}.\]
<p>	A direct computation yields that<br />
	\[B=\begin{bmatrix}<br />
	  0 &#038; 4+\frac{i}{2}\\[6pt]
	  4-\frac{i}{2}&#038; 1<br />
	\end{bmatrix} \text{ and } C=\begin{bmatrix}<br />
	  1 &#038; -\frac{1}{2}-2i\\[6pt]
	  -\frac{1}{2}+2i&#038; 1<br />
	\end{bmatrix}.\]
<p>	By the result of part (a), these matrices are Hermitian and satisfy $A=B+iC$, as required.</p>
<h2> Related Question. </h2>
<div style="padding: 16px; border: none 3px #4169e1; border-radius: 10px; background-color: #f0f8ff; margin-top: 30px; margin-bottom: 30px;"><strong>Problem</strong>. Prove that every Hermitian matrix $A$ can be written as the sum<br />
	\[A=B+iC,\]
	where $B$ is a real symmetric matrix and $C$ is a real skew-symmetric matrix.</div>
<p>See the post &#8220;<a href="//yutsumura.com/express-a-hermitian-matrix-as-a-sum-of-real-symmetric-matrix-and-a-real-skew-symmetric-matrix/" target="_blank">Express a Hermitian matrix as a sum of real symmetric matrix and a real skew-symmetric matrix</a>&#8221; for a proof.</p>
<button class="simplefavorite-button has-count" data-postid="2952" data-siteid="1" data-groupid="1" data-favoritecount="67" style="">Click here if solved <i class="sf-icon-star-empty"></i><span class="simplefavorite-button-count" style="">67</span></button><p>The post <a href="https://yutsumura.com/every-complex-matrix-can-be-written-as-abic-where-b-c-are-hermitian-matrices/" target="_blank">Every Complex Matrix Can Be Written as $A=B+iC$, where $B, C$ are Hermitian Matrices</a> first appeared on <a href="https://yutsumura.com/" target="_blank">Problems in Mathematics</a>.</p>]]></content:encoded>
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		<item>
		<title>Express a Hermitian Matrix as a Sum of Real Symmetric Matrix and a Real Skew-Symmetric Matrix</title>
		<link>https://yutsumura.com/express-a-hermitian-matrix-as-a-sum-of-real-symmetric-matrix-and-a-real-skew-symmetric-matrix/</link>
				<comments>https://yutsumura.com/express-a-hermitian-matrix-as-a-sum-of-real-symmetric-matrix-and-a-real-skew-symmetric-matrix/#comments</comments>
				<pubDate>Thu, 11 May 2017 04:43:48 +0000</pubDate>
		<dc:creator><![CDATA[Yu]]></dc:creator>
				<category><![CDATA[Linear Algebra]]></category>
		<category><![CDATA[complex conjugate]]></category>
		<category><![CDATA[complex matrix]]></category>
		<category><![CDATA[hermitian matrix]]></category>
		<category><![CDATA[linear algebra]]></category>
		<category><![CDATA[real matrix]]></category>
		<category><![CDATA[skew-symmetric matrix]]></category>
		<category><![CDATA[symmetric matrix]]></category>

		<guid isPermaLink="false">https://yutsumura.com/?p=2862</guid>
				<description><![CDATA[<p>Recall that a complex matrix is called Hermitian if $A^*=A$, where $A^*=\bar{A}^{\trans}$. Prove that every Hermitian matrix $A$ can be written as the sum \[A=B+iC,\] where $B$ is a real symmetric matrix and $C$&#46;&#46;&#46;</p>
<p>The post <a href="https://yutsumura.com/express-a-hermitian-matrix-as-a-sum-of-real-symmetric-matrix-and-a-real-skew-symmetric-matrix/" target="_blank">Express a Hermitian Matrix as a Sum of Real Symmetric Matrix and a Real Skew-Symmetric Matrix</a> first appeared on <a href="https://yutsumura.com/" target="_blank">Problems in Mathematics</a>.</p>]]></description>
								<content:encoded><![CDATA[<h2> Problem 405</h2>
<p> Recall that a complex matrix is called <strong>Hermitian</strong> if $A^*=A$, where $A^*=\bar{A}^{\trans}$.<br />
	Prove that every Hermitian matrix $A$ can be written as the sum<br />
	\[A=B+iC,\]
	where $B$ is a real symmetric matrix and $C$ is a real skew-symmetric matrix.</p>
<p>&nbsp;<br />
<span id="more-2862"></span></p>
<h2> Proof. </h2>
<p>	Since $A$ is Hermitian, we have<br />
	\[\bar{A}^{\trans}=A.\]
	Taking the conjugate of this identity, we also have<br />
	\[A^{\trans}=\bar{A}. \tag{*}\]
<p>			Let<br />
			\[B=\frac{1}{2}(A+\bar{A})\]
			and<br />
			\[C=\frac{1}{2i}(A-\bar{A}).\]
			We claim that $B$ is a real symmetric matrix and $C$ is a real skew-symmetric matrix.</p>
<p>			We have<br />
			\begin{align*}<br />
	\bar{B}=\frac{1}{2}\overline{(A+\bar{A})}=\frac{1}{2}(\bar{A}+\bar{\bar{A}})=\frac{1}{2}(\bar{A}+A)=B.<br />
	\end{align*}<br />
	Thus, the matrix $B$ is real. To prove $B$ is symmetric, we compute<br />
	\begin{align*}<br />
	&#038;B^{\trans}=\frac{1}{2}(A+\bar{A})^{\trans}\\<br />
	&#038;=\frac{1}{2}(A^{\trans}+\bar{A}^{\trans})\\<br />
	&#038;=\frac{1}{2}(\bar{A}+A) &#038;&#038; \text{by (*) and $A$ is Hermitian}\\<br />
	&#038;=B.<br />
	\end{align*}<br />
	This proves that $B$ is symmetric.</p>
<p>	The matrix $C$ is real because we have<br />
	\begin{align*}<br />
	\bar{C}=\frac{1}{-2i}(\bar{A}-\bar{\bar{A}})=\frac{1}{2i}(A-\bar{A})=C.<br />
	\end{align*}<br />
	We also have<br />
	\begin{align*}<br />
	&#038;C^{\trans}=\frac{1}{2i}(A^{\trans}-\bar{A}^{\trans})\\<br />
	&#038;=\frac{1}{2i}(\bar{A}-A)&#038;&#038; \text{by (*) and $A$ is Hermitian}\\<br />
	&#038;=-\frac{1}{2i}(A-\bar{A})=-C.<br />
	\end{align*}<br />
	Hence $C$ is a skew-symmetric matrix.</p>
<p>	Finally, we compute<br />
	\begin{align*}<br />
	B+iC&#038;=\frac{1}{2}(A+\bar{A})+i\cdot \frac{1}{2i}(A-\bar{A})\\<br />
	&#038;=\frac{1}{2}(A+\bar{A})+\frac{1}{2}(A-\bar{A})\\<br />
	&#038;=A.<br />
	\end{align*}<br />
	Therefore, we have obtained the sum as described in the problem.</p>
<h2> Related Question. </h2>
<div style="padding: 16px; border: none 3px #4169e1; border-radius: 10px; background-color: #f0f8ff; margin-top: 30px; margin-bottom: 30px;">Prove that each complex $n\times n$ matrix $A$ can be written as<br />
	\[A=B+iC,\]
	where $B$ and $C$ are Hermitian matrices.</div>
<p>For a proof of this problem, see the post &#8220;<a href="//yutsumura.com/every-complex-matrix-can-be-written-as-abic-where-b-c-are-hermitian-matrices/" target="_blank">Every complex matrix can be written as $A=B+iC$, where $B, C$ are Hermitian matrices</a>&#8220;.</p>
<button class="simplefavorite-button has-count" data-postid="2862" data-siteid="1" data-groupid="1" data-favoritecount="59" style="">Click here if solved <i class="sf-icon-star-empty"></i><span class="simplefavorite-button-count" style="">59</span></button><p>The post <a href="https://yutsumura.com/express-a-hermitian-matrix-as-a-sum-of-real-symmetric-matrix-and-a-real-skew-symmetric-matrix/" target="_blank">Express a Hermitian Matrix as a Sum of Real Symmetric Matrix and a Real Skew-Symmetric Matrix</a> first appeared on <a href="https://yutsumura.com/" target="_blank">Problems in Mathematics</a>.</p>]]></content:encoded>
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