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Artificial Life Experiments Show How Complex Functions Can Evolve
NSF ^ | May 8, 2003 | Staff

Posted on 05/08/2003 10:11:06 AM PDT by Nebullis

Artificial Life Experiments Show How Complex Functions Can Evolve

Arlington, Va.—If the evolution of complex organisms were a road trip, then the simple country drives are what get you there. And sometimes even potholes along the way are important.

An interdisciplinary team of scientists at Michigan State University and the California Institute of Technology, with the help of powerful computers, has used a kind of artificial life, or ALife, to create a road map detailing the evolution of complex organisms, an old problem in biology.

In an article in the May 8 issue of the international journal Nature, Richard Lenski, Charles Ofria, Robert Pennock, and Christoph Adami report that the path to complex organisms is paved with a long series of simple functions, each unremarkable if viewed in isolation. "This project addresses a fundamental criticism of the theory of evolution, how complex functions arise from mutation and natural selection," said Sam Scheiner, program director in the division of environmental biology at the National Science Foundation (NSF), which funded the research through its Biocomplexity in the Environment initiative. "These simulations will help direct research on living systems and will provide understanding of the origins of biocomplexity."

Some mutations that cause damage in the short term ultimately become a positive force in the genetic pedigree of a complex organism. "The little things, they definitely count," said Lenski of Michigan State, the paper's lead author. "Our work allowed us to see how the most complex functions are built up from simpler and simpler functions. We also saw that some mutations looked like bad events when they happened, but turned out to be really important for the evolution of the population over a long period of time."

In the key phrase, "a long period of time," lies the magic of ALife. Lenski teamed up with Adami, a scientist at Caltech's Jet Propulsion Laboratory and Ofria, a Michigan State computer scientist, to further explore ALife.

Pennock, a Michigan State philosopher, joined the team to study an artificial world inside a computer, a world in which computer programs take the place of living organisms. These computer programs go forth and multiply, they mutate and they adapt by natural selection.

The program, called Avida, is an artificial petri dish in which organisms not only reproduce, but also perform mathematical calculations to obtain rewards. Their reward is more computer time that they can use for making copies of themselves. Avida randomly adds mutations to the copies, thus spurring natural selection and evolution. The research team watched how these "bugs" adapted and evolved in different environments inside their artificial world.

Avida is the biologist's race car - a really souped up one. To watch the evolution of most living organisms would require thousands of years – without blinking. The digital bugs evolve at lightening speed, and they leave tracks for scientists to study.

"The cool thing is that we can trace the line of descent," Lenski said. "Out of a big population of organisms you can work back to see the pivotal mutations that really mattered during the evolutionary history of the population. The human mind can't sort through so much data, but we developed a tool to find these pivotal events."

There are no missing links with this technology.

Evolutionary theory sometimes struggles to explain the most complex features of organisms. Lenski uses the human eye as an example. It's obviously used for seeing, and it has all sorts of parts - like a lens that can be focused at different distances - that make it well suited for that use. But how did something so complicated as the eye come to be?

Since Charles Darwin, biologists have concluded that such features must have arisen through lots of intermediates and, moreover, that these intermediate structures may once have served different functions from what we see today. The crystalline proteins that make up the lens of the eye, for example, are related to those that serve enzymatic functions unrelated to vision. So, the theory goes, evolution borrowed an existing protein and used it for a new function.

"Over time," Lenski said, "an old structure could be tweaked here and there to improve it for its new function, and that's a lot easier than inventing something entirely new."

That's where ALife sheds light.

"Darwinian evolution is a process that doesn't specify exactly how the evolving information is coded," says Adami, who leads the Digital Life Laboratory at Caltech. "It affects DNA and computer code in much the same way, which allows us to study evolution in this electronic medium."

Many computer scientists and engineers are now using processes based on principles of genetics and evolution to solve complex problems, design working robots, and more. Ofria says that "we can then apply these concepts when trying to decide how best to solve computational problems."

"Evolutionary design," says Pennock, "can often solve problems better than we can using our own intelligence."


TOPICS: Culture/Society; Miscellaneous; News/Current Events
KEYWORDS: ai; crevolist
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Comment #561 Removed by Moderator

To: BMCDA
Sorry, net hiccup
562 posted on 05/08/2003 4:51:29 PM PDT by BMCDA (Lotteries are a tax on people that suck at math)
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To: AmericanAge
>>Those were examples of how God tests people's faith.<<

It's not in the Bible, so you made it up. Or whoever told it to you made it up.

Sorry, I really don't feel like debating with heretics.

He who has ears, let him hear.

(Anyway, my hubby needs me to help him do something. But you really are a heretic.;^))
563 posted on 05/08/2003 4:52:52 PM PDT by CobaltBlue
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To: BMCDA
I saw quite a few double and triple posts in the last 50 posts or so.

Big time hiccup.
564 posted on 05/08/2003 4:53:04 PM PDT by Aric2000 (Are you on Grampa Dave's team? I am!! $5 a month is all it takes, come join!!!)
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Comment #565 Removed by Moderator

To: Nebullis
The digital bugs evolve at lightening[sic] speed,

You would at least think they would proofread it before publishing it.

I am yet to be enlightened, let alone shocked.

566 posted on 05/08/2003 4:53:53 PM PDT by Old Professer
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To: BMCDA
more like net epileptic seizure
567 posted on 05/08/2003 4:56:30 PM PDT by Grando Calrissian
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To: Nebullis
Perhaps you know of a way to go back in time or speed up the reproduction of organisms?

It's called, "public housing."

568 posted on 05/08/2003 4:56:35 PM PDT by Old Professer
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Comment #569 Removed by Moderator

To: Aric2000
Aye, but now it works again ;D
Dunno what happened. I only got a message that the connection was terminated and so I tried again.
570 posted on 05/08/2003 4:57:15 PM PDT by BMCDA (Lotteries are a tax on people that suck at math)
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Comment #571 Removed by Moderator

To: shawne
Uh yeah, exactly ;)
572 posted on 05/08/2003 4:58:44 PM PDT by BMCDA (Lotteries are a tax on people that suck at math)
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Holy Jeebus H. Chrysler. I can't believe you people produced 500+ frigging posts debating with this motard.

Lemme 'shplain it for you:

"American Age" is a troll. A smug twit from DU playing a caracture of a demented bible-thumping moron. He/she is trying to find FReepers who agree with his/her post, which will then be shown as proof that FR is overrun with demented bible-thumping morons.

This particular shtick has been around for a long time, since Don Novello wrote the 'Lazlo Letters.' Think Jamie Kennedy. Think 'Punkt.'

Hell, when I get bored I do this myself; nothing quite beats the fun of posting some demented Chomskian over-the-top Bush conspiracy theory at DU or Indymedia and having 50 posters agree with you. I've never been called on it, but then again the average Indymedia poster has an IQ of 61. I expect better of FR.

By the way, American Age: sorry to disappoint you. There are FR atheists, FR jews, FR blacks, FR gays, FR punk rock fanatics - and I don't mean Skinhead and Oi. If your trying to ferret out evidence of crazed Nazis, I suggest sticking to the rich loam of Indymedia where they spring up like dandelions.

PS - Say 'Hi' to Rachel Corrie for me.

573 posted on 05/08/2003 4:59:02 PM PDT by IowaHawk
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To: CobaltBlue
It's a hit, hull breech, abandon ship, abandon ship.

Women and children first, head for the lifeboats.
574 posted on 05/08/2003 4:59:41 PM PDT by Aric2000 (Are you on Grampa Dave's team? I am!! $5 a month is all it takes, come join!!!)
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To: The_Reader_David
Not bad, perturbations and polemicists are correct, however.
575 posted on 05/08/2003 5:01:11 PM PDT by Old Professer
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To: Old Professer
lol, nice one!!
576 posted on 05/08/2003 5:01:43 PM PDT by Aric2000 (Are you on Grampa Dave's team? I am!! $5 a month is all it takes, come join!!!)
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To: Chancellor Palpatine
Me, I'd settle for the answer to "Why?"
577 posted on 05/08/2003 5:03:16 PM PDT by Old Professer
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To: IowaHawk
You prefer demented fossil thumping morons ... are you one them ? ?
578 posted on 05/08/2003 5:03:23 PM PDT by f.Christian (( Marching orders: comfort the afflicted // afflict the comfortable ! ! ))
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To: IowaHawk
debating with this motard

Not by any stretch. We're so far off the topic that we forgot what it was and it don't matter.

579 posted on 05/08/2003 5:09:53 PM PDT by RightWhale (Theorems link concepts; proofs establish links)
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To: IowaHawk
Because it is so much fun.

The guys a crank, and is actually clueless about what he spouts.

It's been fascinating and fun to bash him to pieces, we don't often get a troll at this level of ignorance.
580 posted on 05/08/2003 5:10:33 PM PDT by Aric2000 (Are you on Grampa Dave's team? I am!! $5 a month is all it takes, come join!!!)
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