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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: AmericanAge
Since when is FreeRepublic a site where people are asked to disprove God??? That's about as Liberal as it gets. No, I guess you could be asking me to disprove God for the sake of Communism, that would be a bit more Liberal, but seriously....

FYI, when we talk about proof or disproof, we assume a definition of proof. You might think of a legal type of proof (beyond reasonable doubt) and the materialist likely assumes a laboratory proof. The question for the materialist is, would he hold his shaky theory to the same standard of proof as he demands for the existence of God?

There is also the problem of what the FR atheist will accept for proof. On one thread, a poster said he wouln't believe unless God Himself appeared before him and proved that He really was God and not a fake. No one can take such a position seriously. It is an act of not only intellectual suicide to hold such a position but open rebellion that lets the glands control the brain instead of the brain controlling the glands.

Finally, the existence of God is provable. The problem is not lack of evidence or proof for the existence of a Creator, the problem is most decidedly the closed mind of the skeptic who choses different and inconsistent standards of proof to suit his lifestyle.

261 posted on 05/08/2003 12:47:36 PM PDT by Dataman
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To: AmericanAge
a theory that says animals like wolves turned into whales

Straw man.

A primitive carnivore begat another, which begat another, and another, and over a few million begats, eventually the offspring was a whale. There are obvious differences between offspring and their parents in just a single generation. Impose changes of that order a few million times over, and you can't forsee a large increase in body mass, alteration of a few limbs, etc?

262 posted on 05/08/2003 12:48:33 PM PDT by Right Wing Professor
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To: jwalsh07
The hundred billionth to know what? How? Why?

What result from whatever test you are proposing falsify the existence of "God". for that matter, do you have a definition for this "God"? From someone who hasn't already accepted it, it can be confusing since I get so many conflicting accounts regarding to its properties and even the number of them that exist.
263 posted on 05/08/2003 12:49:04 PM PDT by Dimensio (Sometimes I doubt your committment to Sparkle Motion!)
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To: Right Wing Professor
Evolution -- entropy generates a lot of ego hype -- gas !
264 posted on 05/08/2003 12:49:10 PM PDT by f.Christian (( Marching orders: comfort the afflicted // afflict the comfortable ! ! ))
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To: AmericanAge
Next this person is going to start using statistics, a "science" long since disproven.

Bad polls don't "disprove" statistics, AA.

265 posted on 05/08/2003 12:50:28 PM PDT by LibWhacker
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To: Dimensio
Nothing in science goes beyond "theory".

Oh, I see. Water is only theoretically two atoms of H and one atom of O. And gravity-- is it only theoretical? If you're trying to sell the idea of no absolutes, I have news for you.

266 posted on 05/08/2003 12:50:38 PM PDT by Dataman
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To: Dataman
Finally, the existence of God is provable.

So I've heard, but I've never actually seen it proven. I've seen strings of logical fallacies tossed together and touted as "proof", typically involving non-sequiturs but also strawmen and wishful thinking. If there is a proof of a "God", I would love to see it. It would also be nice of this 'proof' established and confirmed certain properties of this 'God'.
267 posted on 05/08/2003 12:50:48 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. 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.

Oh, ye of little mind, abandon all sense and pose as a troll.

268 posted on 05/08/2003 12:52:05 PM PDT by balrog666 (When in doubt, tell the truth. - Mark Twain)
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To: js1138
I think the computer geeks are getting carried away with superfluous technicalities here. What's important in genetic programming is not whether the randomization algorithm meets NSA specs, but whether the output is novel. The actual source of mutation is irrelevant.

The article appears to be about a computer program that generates random mutations to demonstrate how a simpler organism can develop into one that is more complex. I would think a discussion about how the program achieves "random mutations" would be relevant to that topic.

269 posted on 05/08/2003 12:52:14 PM PDT by Gee Wally
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To: Dataman
Such arrogance is just unbelievable to me.

You guys talk as if, if you don't believe the way I do, then you are not human. You have absolutely NO respect for those that do not have the same religious belief as you do.

you have no tolerance at all, you continue to domonize, and of course laugh at a theory that you just can't seem to grasp.

This is closemindedness at it's worst.

THe Taliban comparison is getting closer and closer to the real truth here.

You CANNOT Tolerate a person or persons, or theories or science that disagrees with your religious beliefs.

It is quite sad, I find such closed minds are the first to jump on the bandwagon to destruction when given the opportunity to have power over those that they disagree with.
270 posted on 05/08/2003 12:53:14 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: Dataman
And gravity-- is it only theoretical?

Chemical compounds are definitions, not explanations, so I should have been more specific. Gravity, however, is only theoretical. Scientists have, through repeated observation and testing, come up with a comprehensive theory as to the workings of a force known as gravity, but it is possible that their beliefs regarding how gravity works are flawed or even completely wrong and that the numbers that they have found to be consistent through testing are the result of coincidence or a matter of just being lucky enough to test their predictions within a limited space under which their notions apply, even if the notions are not universal.

So, yes, gravity is only a theory.
271 posted on 05/08/2003 12:53:35 PM PDT by Dimensio (Sometimes I doubt your committment to Sparkle Motion!)
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To: AmericanAge
Ah, so we're now the Taliban?

Ah, you don't read very well, either......

What I said is that you share a belief in Creationism with the Taliban, among others. It's a historical fact.

Just as dogs share the charachteristic of having tails with cats; but that doesn't make then cats, does it?

272 posted on 05/08/2003 12:54:01 PM PDT by longshadow
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To: Dataman
Finally, the existence of God is provable.

Which god?

But frankly, I'd rather see a proof of religion! < /end-Lenny-Bruce-mode>

273 posted on 05/08/2003 12:54:58 PM PDT by balrog666 (When in doubt, tell the truth. - Mark Twain)
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To: Dimensio
The GOD of the Old and New Testaments claims that HE inhabits eternity, and that there is no God before HIM.

HE also explains that HE created all that there is.

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 (( bury )) * * .

For HIS clear and simple message relating to this, try the Book of Job. You will get HIS perspective on your question.

P.S. The Book of Job, thought by most theologians to be the oldest Book of the Bible, has been acknowledged by literary scholars as one of the finest pieces of literature to date.


256 posted on 04/28/2003 5:10 PM PDT by bondserv

... * * ... my addition !
274 posted on 05/08/2003 12:55:28 PM PDT by f.Christian (( Marching orders: comfort the afflicted // afflict the comfortable ! ! ))
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To: Dimensio
You're a special sub group of atheist Dimensio. You're an anti-theist. Which is fine, it's a free country. But try and be upfront about it.
275 posted on 05/08/2003 12:55:52 PM PDT by jwalsh07
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To: f.Christian
HE also explains that HE created all that there is.

I thought that was Uranus!

276 posted on 05/08/2003 12:56:18 PM PDT by balrog666 (When in doubt, tell the truth. - Mark Twain)
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To: Aric2000
1) I never left.
2) I challenged others to explain how Gen. 1 could be a phrase (like seing all of the kingdoms of the world). And if so, what could that possible mean. No takers so far, what a shock...
3) I have trouble picturing how someone could doubt the word of the Lord that we know him through, and yet claim to believe in Him.
4) I bet if you were to ask Mr. Bush in private conversation, as a Born-Again Christian, he'd at least mostly agree with that ;) There's a reason he quotes scripture. There's a reason he works to promote faith. Etc.
5) Wrong. I was stating that if you're not Christian, then you're morals are most definitely in question, because morality comes through belief in the one true God.
6) Facts to refute a wolf turning into a whale? Facts to refute what God Himself told His people? What are you looking for?
277 posted on 05/08/2003 12:56:37 PM PDT by AmericanAge
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To: balrog666
Do you mock God -- His existence ?
278 posted on 05/08/2003 12:57:18 PM PDT by f.Christian (( Marching orders: comfort the afflicted // afflict the comfortable ! ! ))
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To: PatrickHenry
I don't know what impresses me more -- your charm, your knowledge, or your intelligence. Decisions, decisions ...

Second best quote of the month......

279 posted on 05/08/2003 12:58:56 PM PDT by longshadow
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To: Dataman
Finally, the existence of God is provable.

In this respect, you're not a very good Christian. The Fathers of the Church, from Paul to Martin Luther, have repeatedly stressed that Christianity is a matter of faith. Luther went so far as to state that the statements of the devil are fully in accord with reason, whereas faith is not. One does not need to have faith in what can be proven (c.f. Hebrews 11:1) .

280 posted on 05/08/2003 12:58:56 PM PDT by Right Wing Professor
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