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	<title>dual basis &#8211; Problems in Mathematics</title>
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		<title>Dual Vector Space and Dual Basis, Some Equality</title>
		<link>https://yutsumura.com/dual-vector-space-and-dual-basis-some-equality/</link>
				<comments>https://yutsumura.com/dual-vector-space-and-dual-basis-some-equality/#respond</comments>
				<pubDate>Fri, 03 Feb 2017 04:04:13 +0000</pubDate>
		<dc:creator><![CDATA[Yu]]></dc:creator>
				<category><![CDATA[Linear Algebra]]></category>
		<category><![CDATA[basis]]></category>
		<category><![CDATA[dimension]]></category>
		<category><![CDATA[dual basis]]></category>
		<category><![CDATA[dual vector space]]></category>
		<category><![CDATA[finite dimensional vector space]]></category>
		<category><![CDATA[linear algebra]]></category>
		<category><![CDATA[linear combination]]></category>
		<category><![CDATA[linear transformation]]></category>
		<category><![CDATA[vector space]]></category>

		<guid isPermaLink="false">https://yutsumura.com/?p=2097</guid>
				<description><![CDATA[<p>Let $V$ be a finite dimensional vector space over a field $k$ and let $V^*=\Hom(V, k)$ be the dual vector space of $V$. Let $\{v_i\}_{i=1}^n$ be a basis of $V$ and let $\{v^i\}_{i=1}^n$ be&#46;&#46;&#46;</p>
<p>The post <a href="https://yutsumura.com/dual-vector-space-and-dual-basis-some-equality/" target="_blank">Dual Vector Space and Dual Basis, Some Equality</a> first appeared on <a href="https://yutsumura.com/" target="_blank">Problems in Mathematics</a>.</p>]]></description>
								<content:encoded><![CDATA[<h2> Problem 282</h2>
<p> Let $V$ be a finite dimensional vector space over a field $k$ and let $V^*=\Hom(V, k)$ be the dual vector space of $V$.<br />
	Let $\{v_i\}_{i=1}^n$ be a basis of $V$ and let $\{v^i\}_{i=1}^n$ be the dual basis of $V^*$. Then prove that<br />
	\[x=\sum_{i=1}^nv^i(x)v_i\]
	for any vector $x\in V$.</p>
<p>&nbsp;<br />
<span id="more-2097"></span></p>
<h2> Proof. </h2>
<p>	Recall that the dual basis $\{v^i\}_{i=1}^n$ consists of vectors $v^i \in V^*$ satisfying<br />
	\[v^j(v_i)=\delta_{i,j}, \tag{*}\]
	where $\delta_{i,j}$ is the Kronecker delta function that is $1$ if $i=j$ and $0$ if $i\neq j$.</p>
<p>		Let $x$ be an arbitrary vector in $V$.<br />
		Since $\{v_i\}_{i=1}^n$ is a basis of $V$, we express $x\in V$ as a linear combination of the basis. We have<br />
		\[x=\sum_{i=1}^nc_iv_i,\]
		where $c_i$ is a scalar (an element in $k$) for $i=1, \dots, n$.<br />
		For a fixed $j$, we have<br />
		\begin{align*}<br />
	v^j(x)&#038;=v^j \left(\sum_{i=1}^nc_iv_i \right)\\<br />
	&#038;=\sum_{i=1}^nc_iv^j(v_i) &#038;&#038; \text{ by the linearity of $v_j$}\\<br />
	&#038;=\sum _{i=1}^nc_i \delta_{i,j} &#038;&#038; \text{ by (*)}\\<br />
	&#038;=c_j.<br />
	\end{align*}</p>
<p>	Thus we have obtained $c_j=v^j(x)$ for any $j$. Substituting this into the linear combination of $x$, we have<br />
	\[x=\sum_{i=1}^nv^i(x)v_i\]
	as required.</p>
<button class="simplefavorite-button has-count" data-postid="2097" data-siteid="1" data-groupid="1" data-favoritecount="18" style="">Click here if solved <i class="sf-icon-star-empty"></i><span class="simplefavorite-button-count" style="">18</span></button><p>The post <a href="https://yutsumura.com/dual-vector-space-and-dual-basis-some-equality/" target="_blank">Dual Vector Space and Dual Basis, Some Equality</a> first appeared on <a href="https://yutsumura.com/" target="_blank">Problems in Mathematics</a>.</p>]]></content:encoded>
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