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	<title>tall dark and mysterious &#187; Queen of Sciences.</title>
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		<title>Driving with mathematicians</title>
		<link>http://talldarkandmysterious.ca/2006/03/12/driving-with-mathematicians/</link>
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		<pubDate>Sun, 12 Mar 2006 00:00:00 +0000</pubDate>
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		<description><![CDATA[    &#8220;How many gas stations do you think we&#8217;ll pass on the way home?&#8221;"    &#8220;You mean on the side of the road, or at exits?&#8221;"    &#8220;Whichever &#8211; places where we&#8217;d consider buying gas.&#8221;"    &#8220;I don&#8217;t know, six, eight why?&#8221;"    &#8220;Well, [...]]]></description>
			<content:encoded><![CDATA[<p>    &#8220;How many gas stations do you think we&#8217;ll pass on the way home?&#8221;"    &#8220;You mean on the side of the road, or at exits?&#8221;"    &#8220;Whichever &#8211; places where we&#8217;d consider buying gas.&#8221;"    &#8220;I don&#8217;t know, six, eight why?&#8221;"    &#8220;Well, if we pass the first 1/e gas stations and then stop at the first place that offers cheaper gas, then we&#8217;ll maximize the chance that we&#8217;ll end up buying the cheapest gas. I mean, assuming that gas prices are random and don&#8217;t follow any trend with regards to location, which obviously isn&#8217;t the case.&#8221;"    &#8220;Oh. Ha! But that&#8217;s not the algorithm we want &#8211; that one maximizes the probability of getting the cheapest gas; it doesn&#8217;t minimize the expected price of the gas we buy, which is what we want.&#8221;"    &#8220;Oh, yeah, you&#8217;re right: if we apply that first algorithm, then in the likely event that we don&#8217;t get the very cheapest gas, there&#8217;s still a reasonable chance that we&#8217;ll end up with pretty expensive gas.&#8221;"    &#8220;Right.&#8221;    &#8220;So what&#8217;s the strategy for minimizing the expected price of gas?&#8221;    &#8220;I don&#8217;t know.&#8221; &#8220;So, is there a probabilist in the house?</p>
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