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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: null and void
Penicillin is a creature. Why didn't it adapt, too?
361 posted on 05/08/2003 2:11:01 PM PDT by AmericanAge (Why are you wearing that stupid bunny suit?)
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To: MEGoody
Me? Have I said that if you don't believe like I do then you are an atheist? NO

Have I said that my opinion of the bible is the ONLY opinion that counts? NO

Have I said that I am right because my bible tells me so? NO

Have I said that since you don't believe like I do then you are not a conservative? NO

Sorry MEgoody, doesn't wash.

Nice try though.
362 posted on 05/08/2003 2:13:58 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: whattajoke
just skimmed the thread and I refuse to believe AmericanAge is legit.

Ding, ding, ding! That's my thought exactly. He's a faker trying to stir the pot.

363 posted on 05/08/2003 2:16:20 PM PDT by Physicist
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To: Doctor Stochastic
>>AA gives the impression of being specially created to caricature the conservative character.<<

That was my first impression, as well.

I think it was the "nothing evolves, not even diseases" bit. A little too over the top.

On the other hand, maybe he means that God is constantly creating new diseases through random selection type processes that just LOOK like evolution?
364 posted on 05/08/2003 2:17:33 PM PDT by CobaltBlue
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To: MEGoody
I'm sure there are a few on this thread who think YOU [aric] have been arrogant.

It reminds me of those world-wide academic tests that Americans take and fail. They think they did well and they feel good about it but they still score at the bottom of the list of civilized countries.

365 posted on 05/08/2003 2:18:00 PM PDT by Dataman
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To: Grando Calrissian
Beast Train!

Oh BEAST* train crashing LOUDER
Crash on the BEAST train
Come on crashing BEAST train
Yes, BEAST train crashing HARDER

"Now I've been smiling lately, thinking about the good things already here"

"And I believed it would be, something good is here to stay!"

Oh BEAST* train crashing LOUDER
Crash on the BEAST train
Come on crashing BEAST train
Yes, BEAST train crashing HARDER

"losers jump upon the BEAST train"
"Come losers all onboard the BEAST train!"

Oh BEAST* train crashing LOUDER
Crash on the BEAST train
Come on crashing BEAST train
Yes, BEAST train crashing HARDER

* peace train...cat stevens

366 posted on 05/08/2003 2:18:02 PM PDT by f.Christian (( Marching orders: comfort the afflicted // afflict the comfortable ! ! ))
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To: f.Christian
Does Cat Stevens still want Salman Rushdie killed?
367 posted on 05/08/2003 2:20:08 PM PDT by Grando Calrissian
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To: f.Christian
Are you channelling ... more than one channel ?

LOL!!!!

368 posted on 05/08/2003 2:20:42 PM PDT by null and void
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To: CobaltBlue
People are constantly moving into new areas. Look at how quickly China is expanding. It's no surprise at all that we run into new diseases. Given expansion, its also no surprise that Africa is the heart of most of them, as they keep moving into the jungles.
369 posted on 05/08/2003 2:20:48 PM PDT by AmericanAge
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To: AmericanAge
My Bible says "And God said, "Let the waters bring forth abundantly the moving creature that hath life..."

So the waters did. When God tells ya to do something, your supposed to listen.
Gen 1:20 KJV
370 posted on 05/08/2003 2:22:13 PM PDT by djf
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To: Grando Calrissian
welcome (( ? ? )) to the FR ...

maybe your not so bad after all ?
371 posted on 05/08/2003 2:22:17 PM PDT by f.Christian (( Marching orders: comfort the afflicted // afflict the comfortable ! ! ))
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To: djf
Ah, so everything evolved in the water?

That's why trying to read evolution into the bible never works... because it's not in there.
372 posted on 05/08/2003 2:23:59 PM PDT by AmericanAge
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To: Aric2000
>>Besides that, it excites me, because a computer has evolved circuits already that work better then the ones we created, the problem is, we can't figure out how the circuit does what it does.<<

If you have a link or maybe some kind of reference, please let me know. My older son (high school senior) is interested in AI.
373 posted on 05/08/2003 2:24:49 PM PDT by CobaltBlue
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To: Carlucci
Go out and find a book called "The Red Queen", it specfically addresses that topic.
374 posted on 05/08/2003 2:25:09 PM PDT by Truthsearcher
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To: Dataman
wow, look at that, another arrogant comment.

Are you sure that you are a christian?

I really and truly doubt it, because you do not have the attitude of one.

But then again, I never expect a christian to really act like a christian, because they after all will be forgiven for whatever they do, so they can do pretty much whatever they want.
375 posted on 05/08/2003 2:25:38 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: f.Christian
maybe you're ... I hate tahta !
376 posted on 05/08/2003 2:28:22 PM PDT by f.Christian (( Marching orders: comfort the afflicted // afflict the comfortable ! ! ))
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To: CobaltBlue
I'll see if I can find it, it was fascinating. I'll get back to you.
377 posted on 05/08/2003 2:29:08 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: f.Christian
An Entity that is capable of creating the universe around us, and has the power to propel a galaxy 200,000 miles per hour, probably doesn't expect us to put HIM in a neat little box that we can completely understand

You're starting to say things I agree with. Scarey!

378 posted on 05/08/2003 2:29:23 PM PDT by null and void
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To: Aric2000
You view #365 as arrogant? Wow.

Are you a Christian? If not, can you explain why you believe yourself to be better able to determine how a Christian should behave than a Christian?

379 posted on 05/08/2003 2:29:48 PM PDT by MEGoody
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To: f.Christian
I am a reincarnation.

Everyone is bad. Some are just worse.

380 posted on 05/08/2003 2:30:12 PM PDT by Grando Calrissian
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