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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: f.Christian
Yes it does, because our knowledge of it IS science. Science is NOT the force of gravity itself
921 posted on 05/09/2003 3:07:38 PM PDT by Quick1
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To: CobaltBlue
You know what I believe -- experienced ...

hell will be non existant ---

but God haters prior to that will have an eternity of suffering ---

knowing what they have lost -- happiness (( eternity )) !

I don't wish that on anyone !
922 posted on 05/09/2003 3:09:47 PM PDT by f.Christian (( Marching orders: comfort the afflicted // afflict the comfortable ! ! ))
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To: f.Christian
Be honest now, nobody on this thread has told you that he/she hates God.

Some believe, some don't, some don't know, but nobody hates God.

So you don't need to worry about us.
923 posted on 05/09/2003 3:24:41 PM PDT by CobaltBlue
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To: CobaltBlue
How about lie (( evolution )) lover --- God rejector ...

your own understanding (( approval )) is deceptive !
924 posted on 05/09/2003 3:27:27 PM PDT by f.Christian (( Marching orders: comfort the afflicted // afflict the comfortable ! ! ))
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To: CobaltBlue
Who and WHY ... will be rewarded with eternity --- I know (( Jesus )) !
925 posted on 05/09/2003 3:31:12 PM PDT by f.Christian (( Marching orders: comfort the afflicted // afflict the comfortable ! ! ))
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To: f.Christian
You know what I believe -- experienced ... You've experienced this?
926 posted on 05/09/2003 3:31:17 PM PDT by Quick1
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To: f.Christian
I really can't understand why you reject the concept that God created life on earth that evolves.

It's consistent with the geological record and the fossil record.

You aren't stupid. How do you explain all that away?
927 posted on 05/09/2003 3:33:36 PM PDT by CobaltBlue
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To: CobaltBlue
theism: for

agnostic: neutral

a-theist: a-gainst !
928 posted on 05/09/2003 3:42:46 PM PDT by f.Christian (( Marching orders: comfort the afflicted // afflict the comfortable ! ! ))
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To: CobaltBlue
I really can't understand why you reject the concept that God created life on earth that evolves.

Because if evolution in any form is true, it invalidates the myth from Genesis about "God created Man in His image". And once people start invalidating any portion of that book, the whole thing unravels.

So some people, like f. christian (what does the "f" stand for?), want their knit sweater to have all the loops and pulls sticking out rather than risk tugging on them and wind up running around naked.

929 posted on 05/09/2003 3:45:05 PM PDT by Ten Megaton Solution
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To: Nebullis
Why do I think of "climate models" when I read this? You know, those models that supposedly can predict weather patterns decades from now but not tomorrow's.

What utter nonsense. They should do something constructive with their computer skills, like create a video game...ahh, maybe they did?

930 posted on 05/09/2003 3:52:44 PM PDT by chickenlips
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To: f.Christian
a- prefix from Greek: not, without
931 posted on 05/09/2003 3:55:59 PM PDT by RightWhale (Theorems link concepts; proofs establish links)
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To: nmh
"Something as sophisticated as the human body, didn't evolve out of nothing"

Your argument is a logical fallacy. Something can't come from nothing ergo god created it. Taking it a step further we have to ask where did god come from? Did god come from nothing? NO you say god was always there.....logically its something from nothing no matter how you slice it.

To paraphrase "Something as sophisticated as god, didn't evolve out of nothing."

Back to step one.
932 posted on 05/09/2003 4:13:26 PM PDT by MikeAtTheShore
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To: MikeAtTheShore
God created the universe.

He saw it was okay but missing something. So He created Himself.

933 posted on 05/09/2003 4:15:48 PM PDT by RightWhale (Theorems link concepts; proofs establish links)
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To: f.Christian; Quick1
Is this the Anna Kournikova thread?
934 posted on 05/09/2003 4:17:51 PM PDT by <1/1,000,000th%
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To: longshadow
flaming lunacy on parade placemarker

BWAAAAAAAAAHAHAHA! How balrogian!

935 posted on 05/09/2003 4:20:31 PM PDT by balrog666 (When in doubt, tell the truth. - Mark Twain)
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To: CobaltBlue
... is it Christian to find entertainment in the misfortunes of others?

"The blue-eyed ones can attain neither wisdom nor tranquility because they're too busy clapping their hands in glee over the suffering of the damned."

- Tom Robbins, Villa Incognito


936 posted on 05/09/2003 4:28:03 PM PDT by forsnax5
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To: Ten Megaton Solution; Junior; PatrickHenry
Because if evolution in any form is true, it invalidates the myth from Genesis about "God created Man in His image".

Have at it.

You criticize f.christian(The f stands for fletcher, of course) for stating evolution = atheism. Mr T.M. Solution seems to say the same thing.

937 posted on 05/09/2003 4:43:09 PM PDT by AndrewC
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To: MikeAtTheShore
So this once again? Seems these debates get a lot of responses. Evolution is stilled called Theory because it cannot be proven. We have to listen to science saying that a T-Rex "evolved" into a meat eating bird.

Yet we have weathermen who cannot even get a forecast right. We have science saying life begins at conception, at about 6 weeks, 2 months, and more and birth. They say a meteor destoyed the dinos yet there were little tree frogs they say were around at the same time, those same frogs die if their environs are changed 1 degree. So much for global destruction. Global warming worshippers started adding the temp of the ocean to make the temp hotter overall.

Ever look at the back of a pack of flower seeds? Years ago the warmer climates were a lot farther north. Seems we are actually cooling. And if science were true without politics, they would tell the people that we are actually, FACTUALLY in the midst of an ICE AGE. So a bit of warming can't be all bad.

2 bombers from WWII went down in the artic. They were found a few years ago. According to global warming people they should have been under about 50 - 60 feet of snow and ice. They were under more than 200 feet of snow. Discovery channel had to show. They had to dig and use a crane one of the planes was brought to a museum in KY. There was a weather station in the 50's it is also buried under more than 200 feet of snow.

Science is different to different scientists. Agendas change their science. We have the DNA mapped. Let science Re-create in the lab the conditions for us put all the elements together they say created us and wait for a human to grow. If it works I will believe in evolution. I await the results.
938 posted on 05/09/2003 4:49:59 PM PDT by Michael121
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To: AndrewC
I think you need to review my posts carefully.

Evolution is both a theory and an observed fact, and is independent of any person's religious convictions.

Atheism is science applied to the metaphysical, and is easily disproved by any religion managing to establish God as fact, not faith.

Well, maybe "easily disproved" is not the right thing to say, since no one has ever provided proof of God. I guess the believers might have an uphill struggle after all.

939 posted on 05/09/2003 4:51:41 PM PDT by Ten Megaton Solution
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To: <1/1,000,000th%
You know the rules. You named her. Now you have to post a picture of her.
940 posted on 05/09/2003 4:52:46 PM PDT by null and void
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