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		<title>Pop Quiz</title>
		<link>https://www.rweber.net/mathematics/linear-algebra/pop-quiz/</link>
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		<dc:creator><![CDATA[Rebecca]]></dc:creator>
		<pubDate>Mon, 17 Dec 2012 13:00:34 +0000</pubDate>
				<category><![CDATA[linear algebra]]></category>
		<category><![CDATA[scalar multiplication]]></category>
		<category><![CDATA[vector space axioms]]></category>
		<category><![CDATA[vectors]]></category>
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					<description><![CDATA[<p>Which of the following are vector spaces over the scalar field R of real numbers? A) U = (R x R, +U, *U) where (a1, a2) +U (b1, b2) = (a1 + 2b1, a2 + 3b2) and *U is the usual scalar multiplication B) V = (R x R, +V, *V) where (a1, a2) +V [&#8230;]</p>
<p>The post <a href="https://www.rweber.net/mathematics/linear-algebra/pop-quiz/">Pop Quiz</a> appeared first on <a href="https://www.rweber.net">rweber.net</a>.</p>
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										<content:encoded><![CDATA[<p>Which of the following are vector spaces over the scalar field R of real numbers?</p>
<p>A) U = (R x R, +<sub>U</sub>, *<sub>U</sub>)<br />
where (a<sub>1</sub>, a<sub>2</sub>) +<sub>U</sub> (b<sub>1</sub>, b<sub>2</sub>) = (a<sub>1</sub> + 2b<sub>1</sub>, a<sub>2</sub> + 3b<sub>2</sub>)<br />
and *<sub>U</sub> is the usual scalar multiplication</p>
<p>B) V = (R x R, +<sub>V</sub>, *<sub>V</sub>)<br />
where (a<sub>1</sub>, a<sub>2</sub>) +<sub>V</sub> (b<sub>1</sub>, b<sub>2</sub>) = (a<sub>1</sub> + b<sub>1</sub> + 1, a<sub>2</sub> + b<sub>2</sub>)<br />
and *<sub>V</sub> is the usual scalar multiplication</p>
<p>C) W = (R x R, +<sub>W</sub>, *<sub>W</sub>)<br />
where (a<sub>1</sub>, a<sub>2</sub>) +<sub>W</sub> (b<sub>1</sub>, b<sub>2</sub>) = (a<sub>1</sub> + b<sub>1</sub> + 1, a<sub>2</sub> + b<sub>2</sub> + 1)<br />
and r*<sub>W</sub>(a<sub>1</sub>, a<sub>2</sub>) = (ra<sub>1</sub> + r &#8211; 1, ra<sub>2</sub> + r &#8211; 1)</p>
<p>The post <a href="https://www.rweber.net/mathematics/linear-algebra/pop-quiz/">Pop Quiz</a> appeared first on <a href="https://www.rweber.net">rweber.net</a>.</p>
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		<title>A complicated proof of something obvious</title>
		<link>https://www.rweber.net/mathematics/linear-algebra/a-complicated-proof-of-something-obvious/</link>
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		<dc:creator><![CDATA[Rebecca]]></dc:creator>
		<pubDate>Mon, 03 Dec 2012 13:00:48 +0000</pubDate>
				<category><![CDATA[linear algebra]]></category>
		<category><![CDATA[scalar multiplication]]></category>
		<category><![CDATA[vector space axioms]]></category>
		<category><![CDATA[vectors]]></category>
		<guid isPermaLink="false">http://www.rweber.net/?p=146</guid>

					<description><![CDATA[<p>I include this because it wasn&#8217;t in any of the books in which I looked for it when I last taught linear algebra. Exercise: show that if a vector space (over the real numbers) has at least two vectors, it has infinitely many. Simple proof: If V has two vectors, one of them is nonzero. [&#8230;]</p>
<p>The post <a href="https://www.rweber.net/mathematics/linear-algebra/a-complicated-proof-of-something-obvious/">A complicated proof of something obvious</a> appeared first on <a href="https://www.rweber.net">rweber.net</a>.</p>
]]></description>
										<content:encoded><![CDATA[<p>I include this because it wasn&#8217;t in any of the books in which I looked for it when I last taught linear algebra.</p>
<p><b>Exercise:</b> show that if a vector space (over the real numbers) has at least two vectors, it has infinitely many.</p>
<p><b>Simple proof:</b> If V has two vectors, one of them is nonzero.  The span of such a vector is infinite because there are infinitely many real numbers, and its span is contained in V, so V is infinite.</p>
<p><b>Sharp-eyed student question:</b> how do we know that a<b>X</b> and b<b>X</b> can&#8217;t be the same, for a, b distinct scalars and <b>X</b> a nonzero vector?</p>
<p>After a certain amount of trying to produce a counterexample, a quest I knew was doomed to fail but thought might be illuminating, I produced a two step proof of the infinitude of the span.</p>
<p><b>Lemma:</b> If for some vector <b>X</b> there is a nonzero real number a such that a<b>X</b> = <b>0</b>, then for any real number b, b<b>X</b> = <b>0</b>.</p>
<p><b>Proof:</b> Suppose <b>X</b>, a are as in the lemma.  Since a is nonzero we may divide by it.  Then for any scalar b, b<b>X</b> = ((b/a)a)<b>X</b> = (b/a)(a<b>X</b>) = (b/a)<b>0</b> = <b>0</b>.</p>
<p><b>Claim:</b> If <b>X</b> is a nonzero vector and a, b are distinct real numbers, then a<b>X</b>, b<b>X</b> are distinct.</p>
<p><b>Proof:</b> By the lemma, since 1<b>X</b> is not <b>0</b> (this is an axiom of vector spaces), no nonzero real number can give <b>0</b> when multiplied by <b>X</b>.  Suppose a, b are real numbers that give the same product with <b>X</b>.  Then by adding (-b)<b>X</b> to each side of the equality and factoring, we see (a-b)<b>X</b> = (b-b)<b>X</b> = <b>0</b>, which implies a = b.</p>
<p>The post <a href="https://www.rweber.net/mathematics/linear-algebra/a-complicated-proof-of-something-obvious/">A complicated proof of something obvious</a> appeared first on <a href="https://www.rweber.net">rweber.net</a>.</p>
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