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	<title>Raelifin.com &#187; Genetic Programming</title>
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	<link>http://raelifin.com</link>
	<description>Deus ex Machina</description>
	<lastBuildDate>Sun, 04 Jul 2010 01:45:59 +0000</lastBuildDate>
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		<title>Genetic Programming in 24 Hours</title>
		<link>http://raelifin.com/code/genetic-programming-in-24-hours/</link>
		<comments>http://raelifin.com/code/genetic-programming-in-24-hours/#comments</comments>
		<pubDate>Thu, 28 Jan 2010 01:45:00 +0000</pubDate>
		<dc:creator>Raelifin</dc:creator>
				<category><![CDATA[Code]]></category>
		<category><![CDATA[Genetic Programming]]></category>
		<category><![CDATA[java]]></category>

		<guid isPermaLink="false">http://raelifin.com/?p=190</guid>
		<description><![CDATA[I don&#8217;t know why I named it &#8220;Tide Pool&#8221;; there aren&#8217;t any tides. Oddly enough though, the creatures learn to move as if there were. Yesterday I decided to play with some genetic programming. Though I found a neat GP resource, I decided to work from scratch and build a simulated tide-pool with algae/plants and [...]]]></description>
			<content:encoded><![CDATA[<p>I don&#8217;t know why I named it &#8220;Tide Pool&#8221;; there aren&#8217;t any tides. Oddly enough though, the creatures learn to move as if there were.</p>
<p><a href="http://raelifin.com/files/tidepool.png"><img style="float: right; margin: 0px 0px 10px 10px; width: 300px;" src="http://raelifin.com/files/tidepool.png" alt="Tide Pool screenshot" /></a>Yesterday I decided to play with some genetic programming. Though I found <a href="http://jgap.sourceforge.net/">a neat GP resource</a>, I decided to work from scratch and build a simulated tide-pool with algae/plants and animals of indeterminate form. Truth be told, I&#8217;m not even sure what I did really &#8220;counts&#8221; as genetic programming because the only evolved feature is the behavior for the animals. Regardless, I wrote the thing in a single day and got some neat emergent behavior and a screen-saver-wannabe. Green dots are &#8220;plants&#8221; and yellow/white/red/black are &#8220;animals&#8221;.</p>
<p><span id="more-190"></span></p>
<p><a href="http://raelifin.com/files/TidePool.zip">The code and runnable Jar are here.</a> Everything is public domain, though I humbly request you don&#8217;t try to pass the work off as your own. The pulsing brightness is supposed to be day &#038; night. The source code is really sloppy, so keep in mind that this was a quick, shoot-from-the-hip sort of project and please have forgiveness.</p>
<p>Controls:<br />
Minus/Underline = Slower<br />
Plus/Equals = Faster</p>
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