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	<title>Paras Chopra&#039;s Blog &#187; Biology</title>
	<atom:link href="http://paraschopra.com/blog/category/biology/feed" rel="self" type="application/rss+xml" />
	<link>http://paraschopra.com/blog</link>
	<description>about a thing called life</description>
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		<title>Digital Evolution Basics</title>
		<link>http://paraschopra.com/blog/personal/digital-evolution-basics.htm?nucrss=1</link>
		<comments>http://paraschopra.com/blog/personal/digital-evolution-basics.htm#comments</comments>
		<pubDate>Thu, 25 Jun 2009 16:22:28 +0000</pubDate>
		<dc:creator>Paras Chopra</dc:creator>
				<category><![CDATA[Biology]]></category>
		<category><![CDATA[Personal]]></category>
		<category><![CDATA[Technology]]></category>

		<guid isPermaLink="false">http://paraschopra.com/blog/?p=406</guid>
		<description><![CDATA[

For those who are not aware of digital evolution, I am writing a quick short summary. Digital evolution means evolution of computer programs who compete for limited resources such as CPU and memory. In short, it goes something like this:
- You define a universe, which is virtual memory (space) and CPU (time)
- You create energy [...]


<b>Possibly related posts</b> (automagically generated):<ul><li><a href='http://paraschopra.com/blog/biology/digital-evolution.htm' rel='bookmark' title='Permanent Link: Digital Evolution'>Digital Evolution</a></li><li><a href='http://paraschopra.com/blog/biology/pypond-a-digital-life-simulator-in-python.htm' rel='bookmark' title='Permanent Link: PyPond: A digital life simulator in Python'>PyPond: A digital life simulator in Python</a></li><li><a href='http://paraschopra.com/blog/biology/is-evolution-predictable.htm' rel='bookmark' title='Permanent Link: Is Evolution Predictable?'>Is Evolution Predictable?</a></li></ul>]]></description>
			<content:encoded><![CDATA[
<div class="topsy_widget_data topsy_theme_blue" style="float: right;margin-left: 0.75em; background: url(data:,%7B%20%22url%22%3A%20%22http%253A%252F%252Fparaschopra.com%252Fblog%252Fpersonal%252Fdigital-evolution-basics.htm%22%2C%20%22style%22%3A%20%22big%22%2C%20%22title%22%3A%20%22Digital%20Evolution%20Basics%22%20%7D);"></div>
<p>For those who are not aware of digital evolution, I am writing a quick short summary. Digital evolution means evolution of computer programs who compete for limited resources such as CPU and memory. In short, it goes something like this:</p>
<p>- You define a universe, which is virtual memory (space) and CPU (time)<br />
- You create energy (CPU cycles)<br />
- You define an extremely limited instruction set for Virtual Machine (Physics). Instruction set being limited is important because you want to mimic physics, not chemistry or biology<br />
- You seed randomly generated programs of varying length<br />
- You start parallel execution the random programs<br />
- Each instruction eats up energy and at random times you feed energy into universe<br />
- At random times mis-execute program instructions<br />
- Run it for a long time and Voila! finally self replication gets evolved from very simple instructions<br />
- Then arms race gets started between programs and things get interesting</p>
<p>Some people argue that digital evolution is not merely an emulation of real thing but is indeed a real manifestation of evolution and I tend to believe the same.</p>
<p>To download the digital evolution simulator written by me in Python (called PyPond), head to: Download: <a href="http://paraschopra.com/projects/pypond/PyPond_without_graphics.py">Normal version</a> or With <a href="http://paraschopra.com/projects/pypond/PyPond_with_graphics.py">graphics version</a> (requires PyGame library)</p>



<p><b>Possibly related posts</b> (automagically generated):<ul><li><a href='http://paraschopra.com/blog/biology/digital-evolution.htm' rel='bookmark' title='Permanent Link: Digital Evolution'>Digital Evolution</a></li><li><a href='http://paraschopra.com/blog/biology/pypond-a-digital-life-simulator-in-python.htm' rel='bookmark' title='Permanent Link: PyPond: A digital life simulator in Python'>PyPond: A digital life simulator in Python</a></li><li><a href='http://paraschopra.com/blog/biology/is-evolution-predictable.htm' rel='bookmark' title='Permanent Link: Is Evolution Predictable?'>Is Evolution Predictable?</a></li></ul></p>]]></content:encoded>
			<wfw:commentRss>http://paraschopra.com/blog/personal/digital-evolution-basics.htm/feed</wfw:commentRss>
		<slash:comments>0</slash:comments>
		</item>
		<item>
		<title>PyPond: A digital life simulator in Python</title>
		<link>http://paraschopra.com/blog/biology/pypond-a-digital-life-simulator-in-python.htm?nucrss=1</link>
		<comments>http://paraschopra.com/blog/biology/pypond-a-digital-life-simulator-in-python.htm#comments</comments>
		<pubDate>Thu, 17 Jul 2008 05:08:35 +0000</pubDate>
		<dc:creator>Paras Chopra</dc:creator>
				<category><![CDATA[Biology]]></category>

		<guid isPermaLink="false">http://www.paraschopra.com/blog/?p=380</guid>
		<description><![CDATA[

Today, I am releasing PyPond which I made as my final year project. PyPond is a digital life simulator in Python inspired from Nanopond 
Download: Normal version or With graphics version (requires PyGame library)



Possibly related posts (automagically generated):Digital Evolution BasicsPerl V/S PythonDigital Evolution


<b>Possibly related posts</b> (automagically generated):<ul><li><a href='http://paraschopra.com/blog/personal/digital-evolution-basics.htm' rel='bookmark' title='Permanent Link: Digital Evolution Basics'>Digital Evolution Basics</a></li><li><a href='http://paraschopra.com/blog/personal/perl-vs-python.htm' rel='bookmark' title='Permanent Link: Perl V/S Python'>Perl V/S Python</a></li><li><a href='http://paraschopra.com/blog/biology/digital-evolution.htm' rel='bookmark' title='Permanent Link: Digital Evolution'>Digital Evolution</a></li></ul>]]></description>
			<content:encoded><![CDATA[
<div class="topsy_widget_data topsy_theme_blue" style="float: right;margin-left: 0.75em; background: url(data:,%7B%20%22url%22%3A%20%22http%253A%252F%252Fparaschopra.com%252Fblog%252Fbiology%252Fpypond-a-digital-life-simulator-in-python.htm%22%2C%20%22style%22%3A%20%22big%22%2C%20%22title%22%3A%20%22PyPond%3A%20A%20digital%20life%20simulator%20in%20Python%22%20%7D);"></div>
<p>Today, I am releasing PyPond which I made as my final year project. PyPond is a <a href="http://www.paraschopra.com/blog/biology/digital-evolution.htm">digital life</a> simulator in Python inspired from <a href="http://adam.ierymenko.name/nanopond.shtml">Nanopond</a> </p>
<p><em>Download</em>: <a href="http://paraschopra.com/projects/pypond/PyPond_without_graphics.py">Normal version</a> or <a href="http://paraschopra.com/projects/pypond/PyPond_with_graphics.py">With graphics version</a> (requires <a href="http://www.pygame.org/">PyGame</a> library)</p>



<p><b>Possibly related posts</b> (automagically generated):<ul><li><a href='http://paraschopra.com/blog/personal/digital-evolution-basics.htm' rel='bookmark' title='Permanent Link: Digital Evolution Basics'>Digital Evolution Basics</a></li><li><a href='http://paraschopra.com/blog/personal/perl-vs-python.htm' rel='bookmark' title='Permanent Link: Perl V/S Python'>Perl V/S Python</a></li><li><a href='http://paraschopra.com/blog/biology/digital-evolution.htm' rel='bookmark' title='Permanent Link: Digital Evolution'>Digital Evolution</a></li></ul></p>]]></content:encoded>
			<wfw:commentRss>http://paraschopra.com/blog/biology/pypond-a-digital-life-simulator-in-python.htm/feed</wfw:commentRss>
		<slash:comments>5</slash:comments>
		</item>
		<item>
		<title>The HIV Game</title>
		<link>http://paraschopra.com/blog/biology/the-hiv-game.htm?nucrss=1</link>
		<comments>http://paraschopra.com/blog/biology/the-hiv-game.htm#comments</comments>
		<pubDate>Sun, 11 May 2008 08:35:31 +0000</pubDate>
		<dc:creator>Paras Chopra</dc:creator>
				<category><![CDATA[Biology]]></category>

		<guid isPermaLink="false">http://www.paraschopra.com/blog/?p=357</guid>
		<description><![CDATA[

Cool concept.



Possibly related posts (automagically generated):Game Theory and CancerThe Turing-roulette Game


<b>Possibly related posts</b> (automagically generated):<ul><li><a href='http://paraschopra.com/blog/biology/game-theory-and-cancer.htm' rel='bookmark' title='Permanent Link: Game Theory and Cancer'>Game Theory and Cancer</a></li><li><a href='http://paraschopra.com/blog/philosophy/the-turing-roulette-game.htm' rel='bookmark' title='Permanent Link: The Turing-roulette Game'>The Turing-roulette Game</a></li></ul>]]></description>
			<content:encoded><![CDATA[
<div class="topsy_widget_data topsy_theme_blue" style="float: right;margin-left: 0.75em; background: url(data:,%7B%20%22url%22%3A%20%22http%253A%252F%252Fparaschopra.com%252Fblog%252Fbiology%252Fthe-hiv-game.htm%22%2C%20%22style%22%3A%20%22big%22%2C%20%22title%22%3A%20%22The%20HIV%20Game%22%20%7D);"></div>
<p><a href="http://www.sciencedaily.com/releases/2008/05/080508122520.htm">Cool concept.</a></p>



<p><b>Possibly related posts</b> (automagically generated):<ul><li><a href='http://paraschopra.com/blog/biology/game-theory-and-cancer.htm' rel='bookmark' title='Permanent Link: Game Theory and Cancer'>Game Theory and Cancer</a></li><li><a href='http://paraschopra.com/blog/philosophy/the-turing-roulette-game.htm' rel='bookmark' title='Permanent Link: The Turing-roulette Game'>The Turing-roulette Game</a></li></ul></p>]]></content:encoded>
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		<slash:comments>0</slash:comments>
		</item>
		<item>
		<title>Self cloning by a creature</title>
		<link>http://paraschopra.com/blog/biology/self-cloning-by-a-creature.htm?nucrss=1</link>
		<comments>http://paraschopra.com/blog/biology/self-cloning-by-a-creature.htm#comments</comments>
		<pubDate>Thu, 20 Mar 2008 15:35:45 +0000</pubDate>
		<dc:creator>Paras Chopra</dc:creator>
				<category><![CDATA[Biology]]></category>

		<guid isPermaLink="false">http://www.paraschopra.com/blog/biology/self-cloning-by-a-creature.htm</guid>
		<description><![CDATA[

Spooky.



No related posts.


No related posts.]]></description>
			<content:encoded><![CDATA[
<div class="topsy_widget_data topsy_theme_blue" style="float: right;margin-left: 0.75em; background: url(data:,%7B%20%22url%22%3A%20%22http%253A%252F%252Fparaschopra.com%252Fblog%252Fbiology%252Fself-cloning-by-a-creature.htm%22%2C%20%22style%22%3A%20%22big%22%2C%20%22title%22%3A%20%22Self%20cloning%20by%20a%20creature%22%20%7D);"></div>
<p><a href="http://www.newscientist.com/channel/life/dn13460-creature-clones-itself-to-avoid-becoming-fish-food.html?feedId=online-news_rss20">Spooky</a>.</p>



<p>No related posts.</p>]]></content:encoded>
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		<slash:comments>0</slash:comments>
		</item>
		<item>
		<title>Craig Venter trying to creating CO2 eating life</title>
		<link>http://paraschopra.com/blog/biology/craig-venter-trying-to-creating-co2-eating-life.htm?nucrss=1</link>
		<comments>http://paraschopra.com/blog/biology/craig-venter-trying-to-creating-co2-eating-life.htm#comments</comments>
		<pubDate>Thu, 20 Mar 2008 15:15:05 +0000</pubDate>
		<dc:creator>Paras Chopra</dc:creator>
				<category><![CDATA[Biology]]></category>

		<guid isPermaLink="false">http://www.paraschopra.com/blog/biology/craig-venter-trying-to-creating-co2-eating-life.htm</guid>
		<description><![CDATA[

Have a look here.



Possibly related posts (automagically generated):Fly-eating robot powers itselfBio-Intelligence: Creating chess playing bacteria


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			<content:encoded><![CDATA[
<div class="topsy_widget_data topsy_theme_blue" style="float: right;margin-left: 0.75em; background: url(data:,%7B%20%22url%22%3A%20%22http%253A%252F%252Fparaschopra.com%252Fblog%252Fbiology%252Fcraig-venter-trying-to-creating-co2-eating-life.htm%22%2C%20%22style%22%3A%20%22big%22%2C%20%22title%22%3A%20%22Craig%20Venter%20trying%20to%20creating%20CO2%20eating%20life%22%20%7D);"></div>
<p>Have a look <a href="http://news.yahoo.com/s/afp/20080228/ts_afp/scienceusitgenetics;_ylt=AptyWwW1wiZRtcLis2t1pq8PLBIF">here</a>.</p>



<p><b>Possibly related posts</b> (automagically generated):<ul><li><a href='http://paraschopra.com/blog/biology/fly-eating-robot-powers-itself.htm' rel='bookmark' title='Permanent Link: Fly-eating robot powers itself'>Fly-eating robot powers itself</a></li><li><a href='http://paraschopra.com/blog/biology/bio-intelligence-creating-chess-playing-bacteria.htm' rel='bookmark' title='Permanent Link: Bio-Intelligence: Creating chess playing bacteria'>Bio-Intelligence: Creating chess playing bacteria</a></li></ul></p>]]></content:encoded>
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		<slash:comments>1</slash:comments>
		</item>
		<item>
		<title>Is Dust another form of life?</title>
		<link>http://paraschopra.com/blog/biology/is-dust-another-form-of-life.htm?nucrss=1</link>
		<comments>http://paraschopra.com/blog/biology/is-dust-another-form-of-life.htm#comments</comments>
		<pubDate>Sat, 18 Aug 2007 13:51:13 +0000</pubDate>
		<dc:creator>Paras Chopra</dc:creator>
				<category><![CDATA[Biology]]></category>

		<guid isPermaLink="false">GUID</guid>
		<description><![CDATA[[URL=http://space.newscientist.com/article.ns?id=dn12466&#038;feedId=online-news_rss20]Maybe.[/URL]
...


No related posts.]]></description>
			<content:encoded><![CDATA[
<div class="topsy_widget_data topsy_theme_blue" style="float: right;margin-left: 0.75em; background: url(data:,%7B%20%22url%22%3A%20%22http%253A%252F%252Fparaschopra.com%252Fblog%252Fbiology%252Fis-dust-another-form-of-life.htm%22%2C%20%22style%22%3A%20%22big%22%2C%20%22title%22%3A%20%22Is%20Dust%20another%20form%20of%20life%3F%22%20%7D);"></div>
<p><a href="http://space.newscientist.com/article.ns?id=dn12466&#038;feedId=online-news_rss20">Maybe</a>.</p>



<p>No related posts.</p>]]></content:encoded>
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		<slash:comments>0</slash:comments>
		</item>
		<item>
		<title>Bacteria makes Gasoline</title>
		<link>http://paraschopra.com/blog/biology/bacteria-makes-gasoline.htm?nucrss=1</link>
		<comments>http://paraschopra.com/blog/biology/bacteria-makes-gasoline.htm#comments</comments>
		<pubDate>Sat, 18 Aug 2007 13:30:42 +0000</pubDate>
		<dc:creator>Paras Chopra</dc:creator>
				<category><![CDATA[Biology]]></category>

		<guid isPermaLink="false">GUID</guid>
		<description><![CDATA[[URL=http://www.technologyreview.com/Biztech/19128/]Is this the future?[/URL]
...


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			<content:encoded><![CDATA[
<div class="topsy_widget_data topsy_theme_blue" style="float: right;margin-left: 0.75em; background: url(data:,%7B%20%22url%22%3A%20%22http%253A%252F%252Fparaschopra.com%252Fblog%252Fbiology%252Fbacteria-makes-gasoline.htm%22%2C%20%22style%22%3A%20%22big%22%2C%20%22title%22%3A%20%22Bacteria%20makes%20Gasoline%22%20%7D);"></div>
<p><a href="http://www.technologyreview.com/Biztech/19128/">Is this the future</a>?</p>



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		<slash:comments>0</slash:comments>
		</item>
		<item>
		<title>Synthetic Biology Primer</title>
		<link>http://paraschopra.com/blog/biology/synthetic-biology-primer.htm?nucrss=1</link>
		<comments>http://paraschopra.com/blog/biology/synthetic-biology-primer.htm#comments</comments>
		<pubDate>Fri, 20 Jul 2007 13:14:45 +0000</pubDate>
		<dc:creator>Paras Chopra</dc:creator>
				<category><![CDATA[Biology]]></category>

		<guid isPermaLink="false">GUID</guid>
		<description><![CDATA[OpenWetWare.org has an interesting "[URL=http://openwetware.org/images/3/3d/SB_Primer_100707.pdf]Primer for Synthetic Biology, Part I -- Molecular
Biology/Biochemistry for Novices[/URL]" by Scott Mohr (It is 69 Pages long PDF document). The document...


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			<content:encoded><![CDATA[
<div class="topsy_widget_data topsy_theme_blue" style="float: right;margin-left: 0.75em; background: url(data:,%7B%20%22url%22%3A%20%22http%253A%252F%252Fparaschopra.com%252Fblog%252Fbiology%252Fsynthetic-biology-primer.htm%22%2C%20%22style%22%3A%20%22big%22%2C%20%22title%22%3A%20%22Synthetic%20Biology%20Primer%22%20%7D);"></div>
<p>OpenWetWare.org has an interesting &#8220;<a href="http://openwetware.org/images/3/3d/SB_Primer_100707.pdf">Primer for Synthetic Biology, Part I &#8212; Molecular<br />
Biology/Biochemistry for Novices</a>&#8221; by Scott Mohr (It is 69 Pages long PDF document). The document explains molecular biology in extremely simple terms. It is a must download if you are just beginning to explore the fascinating field of molecular biology.</p>



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		<slash:comments>2</slash:comments>
		</item>
		<item>
		<title>A robot powered by rat brain</title>
		<link>http://paraschopra.com/blog/biology/a-robot-powered-by-rat-brain.htm?nucrss=1</link>
		<comments>http://paraschopra.com/blog/biology/a-robot-powered-by-rat-brain.htm#comments</comments>
		<pubDate>Sun, 08 Jul 2007 12:03:21 +0000</pubDate>
		<dc:creator>Paras Chopra</dc:creator>
				<category><![CDATA[Biology]]></category>

		<guid isPermaLink="false">GUID</guid>
		<description><![CDATA[Well not exactly a rat brain, but a rat brain model instead. [URL=http://www.newscientisttech.com/article/dn12192-ratbrained-robot-thinks-like-the-real-thing.html]Have a look at the news here[/URL].
...


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			<content:encoded><![CDATA[
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<p>Well not exactly a rat brain, but a rat brain model instead. <a href="http://www.newscientisttech.com/article/dn12192-ratbrained-robot-thinks-like-the-real-thing.html">Have a look at the news here</a>.</p>



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		<title>A talk on regenerative medicine</title>
		<link>http://paraschopra.com/blog/biology/a-talk-on-regenerative-medicine.htm?nucrss=1</link>
		<comments>http://paraschopra.com/blog/biology/a-talk-on-regenerative-medicine.htm#comments</comments>
		<pubDate>Fri, 06 Jul 2007 14:00:07 +0000</pubDate>
		<dc:creator>Paras Chopra</dc:creator>
				<category><![CDATA[Biology]]></category>

		<guid isPermaLink="false">GUID</guid>
		<description><![CDATA[An excellent talk on the use of regenerative medicine to hack the human body to regenerate parts of it.


...


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			<content:encoded><![CDATA[
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<p>An excellent talk on the use of regenerative medicine to hack the human body to regenerate parts of it.</p>
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