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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: jwalsh07
Theism, by necessity, whatever the type requires a belief in absolute truths such as murder is wrong.

Ah, but is all killing murder? If not, exactly how and where do you draw the line?

There is in fact no difference at all between moral absolutism and moral relativism. Both have to come to grips with the fact that there are actions, consequenses and motives. The differences are found in whose ox is being gored.

481 posted on 05/08/2003 3:36:39 PM PDT by js1138
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To: Lurking Libertarian
He keeps telling me all this stuff, and he ASSUMES that they had children.

The bible indeed says they had more children, but it was obvious he was clueless as to where.

When I know more about the bible then a christian does, I think that there is a problem.

But I really was having a good time, darnit Lurking, just ruin my fun!! ;)
482 posted on 05/08/2003 3:36:46 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: balrog666
"Hey, dumbass, koalas didn't go extinct 11,500 years ago and Australia wasn't flooded. You got another guess coming (hopefully from a non-Middle Eastern perspective)."

First off, I don't appreciate name-calling, but you're operating on the evolutionist assumption that they started in Australia to begin with.

And to preempt your next question, there are a dozen ways they could have gotten there.
483 posted on 05/08/2003 3:38:08 PM PDT by AmericanAge
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To: AmericanAge
But the mold isn't exposed to the mutated bacteria, is it? They aren't wild type bacteria, they exist in humans. They aren't adapted well enough to live in the wild.

I suppose if you put penicillin and mutated bacteria in the same environment, you might be able to grow penicillin that adapted to the mutated bacteria, but evolution isn't predictable, and it usually isn't quick.



484 posted on 05/08/2003 3:38:16 PM PDT by CobaltBlue
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To: Grando Calrissian
My pitching is the problem this year.
485 posted on 05/08/2003 3:38:36 PM PDT by RightWingNilla
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To: Aric2000; AmericanAge
The bible indeed says they had more children, but it was obvious he was clueless as to where.

Something's wrong when a couple of "evil-lutionists" know the Bible better than a real bible-thumpin' creationist.

486 posted on 05/08/2003 3:39:28 PM PDT by Lurking Libertarian (Non sub homine, sed sub Deo et lege)
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To: AmericanAge
Give me a link to that information, because wherever you got it from is wishful thinking.

The number of Christians is closer to 1 billion.

Hindus, are around 1.5 Billion.

Sorry, but I believe your info is wrong.
487 posted on 05/08/2003 3:39:30 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: CobaltBlue
If they could do that, then the drug manufacturerers would simply store it where it was exposed to the "mutated bacteria", and it would adapt itself. So, why don't they?
488 posted on 05/08/2003 3:39:58 PM PDT by AmericanAge
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To: CobaltBlue
I meant to say penicillium, which is the proper name of the mold. Penicillin is a metabolite of Penicillium notatum.
489 posted on 05/08/2003 3:40:01 PM PDT by CobaltBlue
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To: Grando Calrissian
Now that was a low blow, VERY FUNNY, but a low blow all the same....
490 posted on 05/08/2003 3:40:17 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: Aric2000
Laf, do a google search for:

Christianity Hinduism Islam believers billion million

You'll get hundreds of relevant hits, from sources of all types - take your pick of what you consider the most reliable. :)
491 posted on 05/08/2003 3:41:18 PM PDT by AmericanAge
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To: AmericanAge
>>why don't they?<<

Are you sure that they don't try this? Maybe they're trying but it hasn't worked so far.

If not, patent your idea, it's a good one.
492 posted on 05/08/2003 3:41:25 PM PDT by CobaltBlue
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To: balrog666
I said not a single thing about koalas or Australia. I said the story of Noah is repeated worldwide by many cultures, not just Christians. And the timeframe does seem to intersect a timeframe when we know certain species became extinct. Don't get yur panties in a wad.
493 posted on 05/08/2003 3:41:38 PM PDT by djf
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To: CobaltBlue
"Are you sure that they don't try this? Maybe they're trying but it hasn't worked so far.

If not, patent your idea, it's a good one."

Penicillin has been around for plenty of time. There's no way that our huge drug industry, with all of their evolution-taught minds, developing millions of drugs, didn't think of it. There's a reason they didn't do it:

Because It Doesn't Work.

And it doesn't work because evolution does not take place.
494 posted on 05/08/2003 3:44:56 PM PDT by AmericanAge
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To: RightWingNilla
Same here. I chose the Twins over the Dodgers.
495 posted on 05/08/2003 3:45:17 PM PDT by Grando Calrissian
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To: djf
Do you want to get into a discussion about the "scientific" methods of dating fossils and minerals? They're horribly inaccurate; it's one of science's dirty little secrets.
496 posted on 05/08/2003 3:45:52 PM PDT by AmericanAge
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To: Aric2000
Call 'em as I see 'em, but you're right.
497 posted on 05/08/2003 3:46:04 PM PDT by Grando Calrissian
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To: djf
Actually, they believe that there was indeed a great flood, but it really only effected the middle east and meditaranean, which of course was the whole world at that time.

But, there are MANY Great flood stories, the American Indians have them, almost every culture has them.

Wonderful myth, the flood story, there is some history in there to be found, it is just a matter of pulling the facts out of the fantasy.

Of course, you need to look at the story for their morality content as well, because they each have a very good message to send. If you listen for the message and take the story for what it is. in other words, NOT literally.
498 posted on 05/08/2003 3:46:19 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: djf
I said not a single thing about koalas or Australia. I said the story of Noah is repeated worldwide by many cultures, not just Christians. And the timeframe does seem to intersect a timeframe when we know certain species became extinct. Don't get yur panties in a wad.

It's repeated by cultures that originated in the Middle East corresponding to about the time of the last glacial period ending - the melting of the glaciers and the rise of sea levels. you know, ice dams bursting and all that. BFD.

And certain New World species became expinct because *MAN* (and a few other predators) reached the Americas via land bridges in the same time frame. We have bones with teeth marks on them - they didn't die because any BS flood.

499 posted on 05/08/2003 3:49:10 PM PDT by balrog666 (When in doubt, tell the truth. - Mark Twain)
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To: Aric2000
One thing they know is that at the end of the last ice age, sea levels worldwide rose over 300 feet. And that fits in well with the timeframe here. Funny. Everything I've posted has had a large element of supporting Christian theology. And guess who slams me...
Go figure, I guess.
500 posted on 05/08/2003 3:50:16 PM PDT by djf
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