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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: Dimensio
So to be clear, your view is that moral absolutes such as murder are not absolutes at all but murder, like a choice between the Mets and Yankees, is relative to who murders whom?

If that is correct your views are antithetical to theism which necessarilly makes you an anti-theist. No?

601 posted on 05/08/2003 5:41:27 PM PDT by jwalsh07
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To: All
Science has't changed since it existed -- was created ...

people thanks to evolution like you ---

are getting dumber --- WHACKIER !
602 posted on 05/08/2003 5:42:06 PM PDT by f.Christian (( Marching orders: comfort the afflicted // afflict the comfortable ! ! ))
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To: Nebullis
I guess nobody on the thread wants to talk about Thermus Aquaticus and polymerase chain reaction...
603 posted on 05/08/2003 5:47:28 PM PDT by djf
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To: longshadow
"AmericanAge" reminds me a great deal of "No-Kin-To-Monkeys." Could he be a cyber-reincarnation?
604 posted on 05/08/2003 5:48:05 PM PDT by PatrickHenry (Felix, qui potuit rerum cognoscere causas.)
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To: jwalsh07
In your world obviously. When is it right to murder in a relativist world? In a world of moral absolutes, it is always wrong. The two are mutually exclusive.

Yes, but every society defines "murder" a little definitely. Shooting someone who is stealing your car from your driveway is murder in New York and legal in Texas.

605 posted on 05/08/2003 5:50:06 PM PDT by Lurking Libertarian (Non sub homine, sed sub Deo et lege)
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To: Lurking Libertarian
You draw the line in this instance at murder, killing unlawfully with malice aforethought

Here is the definition of murder I'm working with, it was included in my post above.

606 posted on 05/08/2003 5:52:35 PM PDT by jwalsh07
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To: jwalsh07
I agree with you that different cultures define murder differently - but I think they probably all have versions of murder. I mean, I don't know of any culture that doesn't proscribe "murder" in some way, even though they may all define it differently.

Not 100% sure of that.

Would need to spend some time in the Human Relations Area Files or somesuch.

The fact that in some cultures you can buy your way out of a murder, and in others you don't get in trouble for your first murder, kind of undercut the argument that all cultures think murder is wrong.

"Wrong" I think of as a moral offense.

If you can buy your way out of something, seems to me to be a different kind of "wrong." More like destroying something of economic value.
607 posted on 05/08/2003 6:06:41 PM PDT by CobaltBlue
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To: CobaltBlue
The fact that in some cultures you can buy your way out of a murder, and in others you don't get in trouble for your first murder, kind of undercut the argument that all cultures think murder is wrong.

I never mentioned culture, I was talking about theism.

But while we're on culture, there are cultures that still enslave others. Is slavery absolutely wrong morally.

608 posted on 05/08/2003 6:10:59 PM PDT by jwalsh07
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To: Nebullis
"Evolutionary design," says Pennock, "can often solve problems better than we can using our own intelligence."

Absurd! Even leaving out the often does not make the statement much more believable.

609 posted on 05/08/2003 7:10:06 PM PDT by AndrewC
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To: Nebullis
The Blind Atheist
610 posted on 05/08/2003 7:21:54 PM PDT by Raymond Hendrix
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To: Old Professer
Age is all in the head. Since I drool a lot and can't control my bowels, I figure I'm about 18 months.

Did somebody say "Hudson Terraplane?" A fine automobile, yes, but no match for the manificent 1941 Bulgemobile Flamefire

611 posted on 05/08/2003 7:34:49 PM PDT by IowaHawk
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To: AndrewC
"What ails modern civilization? Fundamentally, our society's affliction is the decay of religious belief If a culture is to survive and flourish, it must ... not be severed --- from the religious vision out of which it arose. The high necessity of reflective men and women, then, is to labor for the restoration of religious teachings as a credible body of doctrine."
612 posted on 05/08/2003 7:50:09 PM PDT by f.Christian (( Marching orders: comfort the afflicted // afflict the comfortable ! ! ))
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To: IowaHawk
Somebody should have built one of those.

Glad to see you around here tonight, seems like the "save-the-worlders" and the professional worriers have co-opted this site the past few months, nice to see an old face; g'nite.

613 posted on 05/08/2003 7:51:18 PM PDT by Old Professer
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To: Right Wing Professor
The problem with this program is that there are no predators to come along and eat up the evolving life forms. The ALife has been left alone to change on its own without worrying about becoming someone else's dinner. So if you have some partial adaptation, for example, a proto eye that confers no real advantage to you, you may not live the 100,000 generations is supposedly takes for a real eye to evolve and become useful. This is an interesting thought experiment that they have developed, but it is probably nothing else.
614 posted on 05/08/2003 8:08:30 PM PDT by plusone
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To: f.Christian
LOL!
615 posted on 05/08/2003 8:17:17 PM PDT by <1/1,000,000th%
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To: balrog666; f.Christian
I thought that was Uranus!

That is probably due to the fact that you do not know the difference between Uranus and a hole in the ground.

616 posted on 05/08/2003 8:45:11 PM PDT by AndrewC
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To: AmericanAge
Just remember, koalas need an entire forest. Single plants are not sufficient.
617 posted on 05/08/2003 8:46:53 PM PDT by Doctor Stochastic (Vegetabilisch = chaotisch is der Charakter der Modernen. - Friedrich Schlegel)
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To: Lurking Libertarian
Something's wrong when a couple of "evil-lutionists" know the Bible better than a real bible-thumpin' creationist.

Experience suggests that this is the norm.

618 posted on 05/08/2003 8:52:46 PM PDT by Doctor Stochastic (Vegetabilisch = chaotisch is der Charakter der Modernen. - Friedrich Schlegel)
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To: AndrewC
"This year's series of Heritage Lectures is concerned with the somewhat pressing question of whether our American culture will survive the tribulations (( evolution activated -- powered )) * * of our age. In the two previous lectures, I have discussed the ideology called "multiculturalism" as a menace; and whether a civilization that lacks belief in a religion can endure. In my final lecture, in December, I mean to talk about means for combating cultural decay (( entropy // evolution )) * * . Today I have chosen for my subject the degradation of the democratic dogma."

"I take my title from the writings of Henry and Brooks Adams. They found American democracy in process of degradation more than a century ago. The decay of the American Presidency from George Washington to Ulysses S. Grant, Henry Adams remarked, refuted altogether Darwin's theory of evolution * * * . To a similar thesis I shall return presently."

"But first, indulge me in some observations concerning the present condition of what is called "democracy" near the close of the 20th century. We are informed by certain voices that soon all the world will be democratic. But whether or not, the American mode of democratic government prevails, the abstract ideology called democratism that any government which has obtained a majority of votes be received as "democratic." Enthusiasts for unrestricted democracy presumably forget that Adolph Hitler, too, was democratically elected and sustained by popular plebiscites. Alexis de Tocqueville warned his contemporaries against ... "democratic despotism," --- 20th century writers discuss "totalist democracy."

... * * ... my additions !

... * * * ... evolutionists are always saying things are getting better when they're actually getting worse !

619 posted on 05/08/2003 9:02:35 PM PDT by f.Christian (( Marching orders: comfort the afflicted // afflict the comfortable ! ! ))
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To: IowaHawk
I made that suggestion back in 199. Unfortunately AA does act like (too) many of my students did. Perhaps he also dislikes complex numbers as much as he does statistics.
620 posted on 05/08/2003 9:02:39 PM PDT by Doctor Stochastic (Vegetabilisch = chaotisch is der Charakter der Modernen. - Friedrich Schlegel)
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