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		<title>Show the Subset of the Vector Space of Polynomials is a Subspace and Find its Basis</title>
		<link>https://yutsumura.com/show-the-subset-of-the-vector-space-of-polynomials-is-a-subspace-and-find-its-basis/</link>
				<comments>https://yutsumura.com/show-the-subset-of-the-vector-space-of-polynomials-is-a-subspace-and-find-its-basis/#respond</comments>
				<pubDate>Fri, 21 Oct 2016 02:17:59 +0000</pubDate>
		<dc:creator><![CDATA[Yu]]></dc:creator>
				<category><![CDATA[Linear Algebra]]></category>
		<category><![CDATA[basis]]></category>
		<category><![CDATA[basis for a vector space]]></category>
		<category><![CDATA[derivative]]></category>
		<category><![CDATA[differentiation]]></category>
		<category><![CDATA[dimension]]></category>
		<category><![CDATA[linear algebra]]></category>
		<category><![CDATA[linear combination]]></category>
		<category><![CDATA[linearly independent]]></category>
		<category><![CDATA[polynomial]]></category>
		<category><![CDATA[scalar]]></category>
		<category><![CDATA[scalar multiplication]]></category>
		<category><![CDATA[span]]></category>
		<category><![CDATA[spanning set]]></category>
		<category><![CDATA[subspace]]></category>
		<category><![CDATA[vector space]]></category>
		<category><![CDATA[zero polynomial]]></category>
		<category><![CDATA[zero vector]]></category>

		<guid isPermaLink="false">https://yutsumura.com/?p=1234</guid>
				<description><![CDATA[<p>Let $P_3$ be the vector space over $\R$ of all degree three or less polynomial with real number coefficient. Let $W$ be the following subset of $P_3$. \[W=\{p(x) \in P_3 \mid p'(-1)=0 \text{ and&#46;&#46;&#46;</p>
<p>The post <a href="https://yutsumura.com/show-the-subset-of-the-vector-space-of-polynomials-is-a-subspace-and-find-its-basis/" target="_blank">Show the Subset of the Vector Space of Polynomials is a Subspace and Find its Basis</a> first appeared on <a href="https://yutsumura.com/" target="_blank">Problems in Mathematics</a>.</p>]]></description>
								<content:encoded><![CDATA[<h2> Problem 153</h2>
<p>Let $P_3$ be the vector space over $\R$ of all degree three or less polynomial with real number coefficient.<br />
Let $W$ be the following subset of $P_3$.<br />
\[W=\{p(x) \in P_3 \mid p'(-1)=0 \text{ and } p^{\prime\prime}(1)=0\}.\]
Here $p'(x)$ is the first derivative of $p(x)$ and $p^{\prime\prime}(x)$ is the second derivative of $p(x)$.</p>
<p>Show that $W$ is a subspace of $P_3$ and find a basis for $W$.</p>
<p>&nbsp;<br />
<span id="more-1234"></span><br />

<h2> Proof. </h2>
<h3> Subspace criteria</h3>
<p>	To show that the subset $W$ of the vector space $P_3$ is a subspace, we need to check that</p>
<div style="padding: 16px; border: none 3px #4169e1; border-radius: 10px; background-color: #f0f8ff; margin-top: 30px; margin-bottom: 30px;">
<ol>
<li> the zero vector in $P_3$ is in $W$</li>
<li> for any two vectors $u,v \in W$, we have $u+v \in W$</li>
<li> for any scalar $c$ and any vector $u \in W$, we have $cu \in W$.</li>
</ol>
</div>
<h4>Check Condition 1</h4>
<p>First note that the zero vector in $P_3$ is the zero polynomial, which we denote $\theta(x)$.<br />
Thus we have $\theta(x)=0$ for any $x$.</p>
<p>The derivative of the zero function is still the zero function, we have<br />
\[\theta'(x)=0, \text{ and } \theta^{\prime\prime}(x)=0.\]
<p>Therefore the zero vector $\theta(x)$ satisfies the following defining relations for $W$<br />
\[\theta'(-1)=0 \text{ and } \theta^{\prime\prime}(1)=0\]
and thus the zero vector $\theta(x)$ is in $W$.<br />
Thus condition 1 is met.</p>
<h4>Check Condition 2</h4>
<p>To check condition 2, let $f(x), g(x) \in W$.<br />
Then $f(x)$ and $g(x)$ satisfy<br />
\[f'(-1)=0, f^{\prime\prime}(1)=0, \text{ and } g'(-1)=0, g^{\prime\prime}(1)=0.\]
Let $h(x):=f(x)+g(x)$. We want to show that the sum $h(x)=f(x)+g(x)$ is in $W$.</p>
<p>We have<br />
\[h'(x)=(f(x)+g(x))&#8217;=f'(x)+g'(x)\]
and similarly we have<br />
\[h^{\prime\prime}(x)=f^{\prime\prime}(x)+g^{\prime\prime}(x).\]
<p>Thus we obtain<br />
\[h'(-1)=f'(-1)+g'(-1)=0+0=0 \text{ and } h^{\prime\prime}(1)=f^{\prime\prime}(1)+g^{\prime\prime}(1)=0+0=0.\]
Therefore $h(x)$ satisfies the defining relations of $W$ and hence $h(x)=f(x)+g(x) \in W$.<br />
So condition 2 is satisfied.</p>
<h4>Check Condition 3</h4>
<p>Condition 3 can be checked as follows. Let $f(x) \in W$ and let $r\in R$.<br />
We want to show that the scalar product $k(x):=rf(x)$ is in $W$.</p>
<p>Since $f(x)$ is in $W$, we have<br />
\[f'(-1)=0, f^{\prime\prime}(1)=0.\]
<p>Note that we have<br />
\[k'(x)=(rf(x))&#8217;=rf'(x), \text{ and } k^{\prime\prime}(x)=rf^{\prime\prime}(x).\]
<p>Thus we see that<br />
\[k'(-1)=rf'(-1)=r\cdot 0=0 \text{ and } k^{\prime\prime}(1)=rf^{\prime\prime}(1)=r\cdot 0=0.\]
<p>Thus $k(x)$ satisfies the defining relations of $W$ and hence the scalar product $k(x)=rf(x)$ is in $W$.<br />
Therefore condition 3 and thus all conditions are met, and we conclude that $W$ is a subspace of $P_3$.</p>
<h3> Find a basis for the subspace $W$.</h3>
<p>To find a basis, we observe the following.</p>
<p>Any vector in $W$ is a polynomial<br />
\[p(x)=a_0+a_1x+a_2x^2+a_3x^3\]
satisfying<br />
\[p'(-1)=0 \text{ and } p^{\prime\prime}(1)=0.\]
<p>Since we have<br />
\[p'(x)=a_1+2a_2x+3a_3x^2 \text{ and } p^{\prime\prime}(x)=2a_2+6a_3x,\]
the above conditions become<br />
\[a_1-2a_2+3a_3=0 \text{ and } 2a_2+6a_3=0.\]
To find solutions for these equations consider the augmented matrix<br />
\[\left[\begin{array}{rrr|r}<br />
  1 &#038; -2 &#038; 3 &#038;   0 \\<br />
  0 &#038;2 &#038;  6 &#038; 0<br />
      \end{array} \right].\]
      We apply the elementary row operations to this matrix and obtain the following reduced row echelon matrix.<br />
      \[\left[\begin{array}{rrr|r}<br />
  1 &#038; 0 &#038; 9 &#038;   0 \\<br />
  0 &#038;1 &#038;  3 &#038; 0<br />
      \end{array} \right].\]
      Thus, solutions are\begin{align*}<br />
a_1&#038;=-9a_3\\<br />
a_2&#038;=-3a_3.<br />
\end{align*}</p>
<hr />
<p>Therefore, any polynomial $p(x)$ in $W$ can be written as<br />
\begin{align*}<br />
p(x)&#038;=a_0-9a_3x-3a_3x^2+a_3x^3\\<br />
&#038;=a_0(1)+a_3(-9x-3x^2+x^3).<br />
\end{align*}</p>
<p>In particular we see that the polynomials $q_1(x):=1$ and $q_2(x):=-9x-3x^2+x^3$ are in $W$.<br />
Since any vector $p(x) \in W$ is a linear combination of $q_1(x)$ and $q_2(x)$, the set $\{q_1(x), q_2(x)\}$ is a spanning set for $W$.</p>
<hr />
<p>We check that $q_1(x)$ and $q_2(x)$ are linearly independent.<br />
If we have a linear combination<br />
\[c_1q_1(x)+c_2q_2(x)=0(=\theta(x)),\]
then we have<br />
\[c_1-9c_2x-3c_2x^2+c_2x^3=0.\]
<p>Thus we see that $c_1=c_2=0$ and the vectors $q_1(x)$ and $q_2(x)$ are linearly independent.<br />
Therefore $\{q_1(x), q_2(x)\}$ is a linearly independent spanning set for $W$, and thus it is a basis for $W$.</p>
<hr />
<p>In summary we found a basis<br />
\[\{1, -9x-3x^2+x^3\}.\]
<p>Remark: The dimension of $W$ is $2$.</p>
<button class="simplefavorite-button has-count" data-postid="1234" data-siteid="1" data-groupid="1" data-favoritecount="38" style="">Click here if solved <i class="sf-icon-star-empty"></i><span class="simplefavorite-button-count" style="">38</span></button><p>The post <a href="https://yutsumura.com/show-the-subset-of-the-vector-space-of-polynomials-is-a-subspace-and-find-its-basis/" target="_blank">Show the Subset of the Vector Space of Polynomials is a Subspace and Find its Basis</a> first appeared on <a href="https://yutsumura.com/" target="_blank">Problems in Mathematics</a>.</p>]]></content:encoded>
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