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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: Grando Calrissian
I have a feeling you're one of those awful disruptors, since I have detected elements on your profile that are distinctly unconservative. In fact, I very much doubt you have a Sunshine Cat # 3. However, anyone who can do such an excellent parody of our beloved lecher Christian may well deserve our toleration. Welcome.
241 posted on 05/08/2003 12:36:34 PM PDT by Right Wing Professor
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To: Dimensio
What result would disprove the existence of God? This doesn't seem like a very scientific test. In fact, it seems downright stupid.

LOL.

242 posted on 05/08/2003 12:37:06 PM PDT by jwalsh07
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To: AmericanAge; longshadow; PatrickHenry; js1138
Excuse me, Oh, I see, if you understand and accept evolution as a scientific theory you have no morals.

I see, so if you aren't a christian, you can't be a conservative, if you aren't a creationist, you can't be a conservative, and if you accept evolution then you have no morals.

Geez, you are just full of yourself aren't you?

I believe the Taliban had your same attitude, accept they were allowed to kill anyone that disagreed with them.

243 posted on 05/08/2003 12:37:27 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: donh
Well, here's one where they say the original was more like a wolf, not a fox (even harder to picture!):

http://www.talkorigins.org/features/whales/

If you can believe that, I've got some swamp land in Iraq that I'd like to sell you....
244 posted on 05/08/2003 12:37:29 PM PDT by AmericanAge
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To: Right Wing Professor
... oooooooooOOOOOOOOOHHHHHHHHH --- lecher Christian --- how did you know !
245 posted on 05/08/2003 12:37:57 PM PDT by f.Christian (( Marching orders: comfort the afflicted // afflict the comfortable ! ! ))
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To: Dataman
if the theory has evolved into a fact

Nothing in science goes beyond "theory".
246 posted on 05/08/2003 12:38:45 PM PDT by Dimensio (Sometimes I doubt your committment to Sparkle Motion!)
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To: Aric2000
There you go with the Taliban comparisons again. Morality comes from belief in God. And with all of those here with no faith, little faith, or being persuaded by those who have no faith, it's obvious where that leads.
247 posted on 05/08/2003 12:39:38 PM PDT by AmericanAge
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To: AmericanAge
Ah, so we're now the Taliban?

You -- in your intolerance, your dogmatism, your disregard of reality -- are very close indeed. But this is irrelevant. Evoution is either a solid scientific explanation of the data or it's not. Your religiosity is entirely beside the point.

248 posted on 05/08/2003 12:39:55 PM PDT by PatrickHenry (Felix, qui potuit rerum cognoscere causas.)
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To: longshadow
I took a short to Las Vegas, Nevada last fall. Those who believe in statistics owned a lot of casinos. Those who believed that statistics has been disproven were playing slot machines.
I hereby nominate this for "Quote of the Month."

Aye, I second that ;)

249 posted on 05/08/2003 12:41:03 PM PDT by BMCDA (Lotteries are a tax on people that suck at math)
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To: webstersII
I'd like to see some more current references to this.

First, lets see some current, or non-current references for your claim, which, being outside the realm of history as she is currently taught, requires at least a smidgen of documentation.

The data don't hold up due to the structural dis-similarity of each successive creature

More obvious horse manure. Any child can see the gross morphological continuity between the bone structures and bone relationships of just eohippus and horse--never mind anything in between.

(if you are referring to the old standard chart which has been around since the 60's, which I assume you are).

No. I am referring to the massive corroboration between various fossil finds in the geological layers they were predicted to be found in, from examining the chart in question, and the morphological flow displayed on that chart. You do not give the appearance of someone who is aware that there is some sort of scientific body of knowledge reflecting an ongoing, critical effort underlying the chart to which you refer.

250 posted on 05/08/2003 12:41:09 PM PDT by donh
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To: webstersII
I'd like to see some more current references to this.

First, lets see some current, or non-current references for your claim, which, being outside the realm of history as she is currently taught, requires at least a smidgen of documentation.

The data don't hold up due to the structural dis-similarity of each successive creature

More obvious horse manure. Any child can see the gross morphological continuity between the bone structures and bone relationships of just eohippus and horse--never mind anything in between.

(if you are referring to the old standard chart which has been around since the 60's, which I assume you are).

No. I am referring to the massive corroboration between various fossil finds in the geological layers they were predicted to be found in, from examining the chart in question, and the morphological flow displayed on that chart. You do not give the appearance of someone who is aware that there is some sort of scientific body of knowledge reflecting an ongoing, critical effort underlying the chart to which you refer.

251 posted on 05/08/2003 12:41:09 PM PDT by donh
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To: jwalsh07
LOL? You're not really here for intelligent discussion, are you. You're just here to be annoying, right?

I didn't initially ask for falsification criteria for God, that was the troll AmericanAge's twisting of my comments, but I went with it. I've so far not seen a single intelligent response, nor have I seen one to my request for a falsification criteria for whatever alternative Creationists have to offer.
252 posted on 05/08/2003 12:41:57 PM PDT by Dimensio (Sometimes I doubt your committment to Sparkle Motion!)
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To: AmericanAge
There you go with the Taliban comparisons again.

Gore3000, for example, claimed that atheists can't be physicians. That's rather Talibanesque, don't you think?

253 posted on 05/08/2003 12:42:44 PM PDT by Right Wing Professor
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To: PatrickHenry
Can you actually say the words "solid scientific explanation of the data" to a theory that says animals like wolves turned into whales, with a straight face? Because, I know I couldn't.
254 posted on 05/08/2003 12:43:00 PM PDT by AmericanAge
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To: Right Wing Professor
One FReeper once claimed that people who would not make a pledge to God (which would include not only atheists but a few theistic types as well) should be, at the very least, kicked out of the country.

Some FReepers are scary.
255 posted on 05/08/2003 12:44:08 PM PDT by Dimensio (Sometimes I doubt your committment to Sparkle Motion!)
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To: AmericanAge
Can you actually say the words "solid scientific explanation of the data" to a theory that says animals like wolves turned into whales, with a straight face? Because, I know I couldn't.

I don't know what impresses me more -- your charm, your knowledge, or your intelligence. Decisions, decisions ...

256 posted on 05/08/2003 12:44:57 PM PDT by PatrickHenry (Felix, qui potuit rerum cognoscere causas.)
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To: PatrickHenry
As usual ... more than usual --- arrogant today !
257 posted on 05/08/2003 12:45:16 PM PDT by f.Christian (( Marching orders: comfort the afflicted // afflict the comfortable ! ! ))
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To: AmericanAge
Oh n o you don't, you aren't gonna just waltz in here and start this crap and then walk away.

This is what you have so far said in this thread.

The bible should be taken literally, accept those parts you deem should not be taken literally.

If you do not believe in the literal interpratation of the bible you cannot be a christian.

If you are not a christian, then you cannot be a conservative.

If you believe in evolution, then you have no morals.
Oh, and if you believe in evolution, then you are an atheist.

These are all things that you have stated in your posts.

You have given NO facts to refute evolution, you have tried to demonize those that believe in evolution as the closest scientifc theory to what actually happened.

Do you see it? I do, if you can't kill the message, demonize and discredit the messenger.

Either find facts to dispute evololution, or go find another sandbox to play in.

You claim that you are a Christian, but the more you post, the more I doubt that it's true.

258 posted on 05/08/2003 12:45:42 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: donh
I've seen pictures of horse bones, and I've seen the drawings of Eohippus bones. They don't look at all alike. What these evolutionists do is they point at the bones and go, "you see this little ridge here? This other animal has a little ridge over here, so they must be related!" or "Look, they both have holes in somewhat close parts of their head, so they must have a common ancestor!".

I wish I could get away with that sort of nonsense. "Look at this yellowish rock. Gold is yellowish, so this is probably mostly gold!".
259 posted on 05/08/2003 12:46:24 PM PDT by AmericanAge
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To: Dimensio
Lighten up Dimensio. I've had "serious" discussions with you before. No biggie.

If you want to falsify God, you can do it without the HALO jump though. Ten minutes after the lights go out, you'll be the hundred billionth to know.

260 posted on 05/08/2003 12:46:39 PM PDT by jwalsh07
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