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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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To: js1138
He's got me totally confused, first he says that the bible must be taken literally or you might as well toss the whole thing out, then he says you don''t have to take it literally.

Man, which is it?

OK, the Earth is flat and turtles all the way down, I give up.
141 posted on 05/08/2003 11:53:38 AM 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: Carlucci
sorry ... that post was meant for the grando c (( anarcho-loon )) !
142 posted on 05/08/2003 11:53:50 AM PDT by f.Christian (( Marching orders: comfort the afflicted // afflict the comfortable ! ! ))
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To: Aric2000
Science has't changed since it existed -- was created ...

people thanks to evolution like you ---

are getting dumber !
143 posted on 05/08/2003 11:55:11 AM PDT by f.Christian (( Marching orders: comfort the afflicted // afflict the comfortable ! ! ))
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To: Zeroisanumber
The theory of Evolution doesn't state that the universe or complex life organisims came from nothing.

I've discovered that it's usually useless to try to explain to creationists that evolution says nothing at all regarding the formation of the universe or the very first life forms. They have it set in their minds that evolution is nothing more than a means to explain away God, and thus for evolution to meet the false criteria that they have defined for it, it must explain everything. They don't want to discuss real science, they want to set up a strawman, knock it down, and proclaim themselves victors for disproving a "theory of evolution" that hardly resembles the real one.
144 posted on 05/08/2003 11:55:19 AM PDT by Dimensio (Sometimes I doubt your committment to Sparkle Motion!)
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To: f.Christian
My gOD. Where's my beef and opium pencil sharpener!!&!--?

BAN CHICKEN EPICLIDIUM FALSE SCIENCE NOW

145 posted on 05/08/2003 11:55:47 AM PDT by Grando Calrissian
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To: AmericanAge
>>Nothing comes from nothing. <<

You're conflating abiogenesis (life came from nothing) and evolution (lifeforms change over time).

If you look at the Universe, really look at it, it's crystal clear that the Universe is far older than the Earth. If you look at the Earth, really look at it, including the geological record, evolution is irrefutable.

Where did life on Earth come from? Maybe God created it. Maybe it hitched a ride on a meteorite. Maybe aliens came here on a spaceship. Maybe it evolved from the primordial ooze. Who knows?

I happen to believe that God created it, but I still believe in evolution. God works in mysterious ways.
146 posted on 05/08/2003 11:56:02 AM PDT by CobaltBlue
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To: f.Christian
repeat the repeat. it's only the number dog$+
147 posted on 05/08/2003 11:56:55 AM PDT by Grando Calrissian
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To: Aric2000
He's got me totally confused, first he says that the bible must be taken literally or you might as well toss the whole thing out, then he says you don''t have to take it literally.

You're missing the point. AA gets to say when something is literally true and when it's just a phrase. No one else gets to exercise critical judgement. Just him.

148 posted on 05/08/2003 11:57:11 AM PDT by js1138
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To: f.Christian
pack me a village and call me nomad sphinx from LUXEMBOURG
149 posted on 05/08/2003 11:57:52 AM PDT by Grando Calrissian
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To: f.Christian
only fools believe in...

Both you, f. Christian and "AmericanAge" would have made excellent "inquisitors" in Spain.

Pity. Both of you could have killed for "Creation".

150 posted on 05/08/2003 11:59:44 AM PDT by elbucko
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To: Dimensio
"So, you want us to provide a way to falsify God?

Well, yes. A test to perform for which a specific observation -- or, more likely, lack of observation -- would indicate that God is disproven."

Did I accidentally stumble into DU somehow?
151 posted on 05/08/2003 11:59:44 AM PDT by AmericanAge
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To: AmericanAge
Did I accidentally stumble into DU somehow?

No...

What, exactly, is your problem here?
152 posted on 05/08/2003 12:01:08 PM PDT by Dimensio (Sometimes I doubt your committment to Sparkle Motion!)
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To: AmericanAge
Did I accidentally stumble into DU somehow?

Nope. We've been here longer than you. Check out our inception dates.

153 posted on 05/08/2003 12:01:52 PM PDT by js1138
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To: AmericanAge
Funny how you'd take the words of the Pope over the word of God.

Odd. That's exactly what the Pope says about the theories of representatives of fundamentalist whacko religeous cults in the USA.

I guess humans know more than their creator, eh?

The implication that you do not wish to voice, being, of course, that you know better than the Pope what the Creator had in mind.

I should choose your interpretation of the bible over Popes for what reason now? I think I missed that. Could you go over it again? Let me just point out that 1) you have been massively outvoted by the Pope. and 2) the Pope has far better, and more numerous lawyers than you do.

154 posted on 05/08/2003 12:02:06 PM PDT by donh
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To: Aric2000
"OK, the Earth is flat and turtles all the way down, I give up."

Again, you just tried to demonize creationists again. No wonder that even with complete control of the schools in this country, you've only managed to get about 50% of people to buy into your pseudoscience, and only because they trust that you somehow know what you're doing simply because it's being taught in the classroom.

Listen, if you dont believe in figures of speech, that's your problem. And again, I challenge you - show how Gen 1 is a "figure of speech". If you can't, drop it.
155 posted on 05/08/2003 12:03:03 PM PDT by AmericanAge
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To: Grando Calrissian
Intelligence -- information w/o a soul -- computer is worthless (( garbage )) !
156 posted on 05/08/2003 12:03:26 PM PDT by f.Christian (( Marching orders: comfort the afflicted // afflict the comfortable ! ! ))
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To: js1138
OK, I get it now, so if I want to know if something should be taken literally or not, I had better ask him.

OK, but still, I give up, the earth is flat with Turtles all the way down.

We shall call it the falt earth and Turtles society, js1138 founder and shaman.

Your tax deductible donation can go to the society care of me.
157 posted on 05/08/2003 12:03:37 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: Nebullis
Cripes.
158 posted on 05/08/2003 12:04:56 PM PDT by jwalsh07
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To: CobaltBlue
A "old earth"er, I see.

Please, present your evidence that the earth is so old. Most of the stuff like they present at talkorigins is tripe. Like the whole stalactite thing - explain why there's stalactites under the Lincoln memorial if they take so long to form.
159 posted on 05/08/2003 12:04:57 PM PDT by AmericanAge
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To: f.Christian
chicken pot
chicken pot
chicken pot pie
160 posted on 05/08/2003 12:05:01 PM PDT by Grando Calrissian
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