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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: general_re
it's not at all clear what you would propose to replace those portions of current theory that you seem to object to.

No, it may not be clear who would replace Yogi Berra on the pitching mound. But it would be clear that Yogi does not belong there.

1,081 posted on 05/10/2003 12:28:12 PM PDT by AndrewC
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To: Nakatu X
You did not bear good witness. You called their work nothing and cited deliberately misleading information in favor of your position.

That is a either a lie or insensate raving. I did not call their work nothing. I stated this--

You stated nothing about the operation of anything. All you stated was your opinion. The 17 transistor circuit does exactly what and how? All we have is a statement in a magazine that the circuit performs better than a 9 transistor circuit, both diagrammed in the article. The 9 transistor circuit is actually a modification of the patented circuit which consists of 5 transistors and 4 diodes and no resistors. It has a measured performance on display with the patent. There is no such evidence for the 17 transistor kludge. The specifications are for the circuit to be compact and work to the gigahertz range. There is no evidence that the 17 transistor circuit can achieve those specs.

You are long on words and short on facts. I talked about the patented circuit and the data available to those who would look.

1,082 posted on 05/10/2003 12:31:08 PM PDT by AndrewC
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To: Nakatu X
Is this how Physicist and Right Wing Professor feel when they come up against creationists who try to argue on the topics of physics?

What depresses me is when, having debunked the second law argument about evolution for the fifth or sixth time, as clearly as I can, it gets repeated yet again. And it depresses me that the creationists who know better will never correct their own side. When I've posted something that turned out to be wrong or inaccurate, I've been corrected by evolutionists, most of whom seem to have a concern for the truth. Never seen that on the other side.

1,083 posted on 05/10/2003 12:38:40 PM PDT by Right Wing Professor
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To: AndrewC
So far, Yogi's the only one on the roster. If you would like to add another pitcher to the lineup card, we're all interested to know who....
1,084 posted on 05/10/2003 12:41:13 PM PDT by general_re (Ask me about my vow of silence!)
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To: Right Wing Professor
Never seen that on the other side.

Never will. When someone starts out with a garbled pile of nonsense (e.g. creationism) labeled "The Truth!", no thought is required. Anything -- anything at all -- that purports to conflict with it is Evil, and must be oppposed. That's all there is to it. Corrections? Not possible. Debate? Ridiculous.

1,085 posted on 05/10/2003 12:50:21 PM PDT by PatrickHenry (Felix, qui potuit rerum cognoscere causas.)
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To: general_re
If you would like to add another pitcher to the lineup card, we're all interested to know who....

Isn't it apparent there is a lockout?

1,086 posted on 05/10/2003 12:52:08 PM PDT by AndrewC
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To: general_re
See the post just prior to my previous reply.
1,087 posted on 05/10/2003 12:53:09 PM PDT by AndrewC
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To: MikeAtTheShore
The Judeo Christian God has always existed. Again your problem is one of arrogance. Simply because you can't comprehend that makes that statement unbelievable to you. Yet, you will completely ignore that NO evidence supports evolution and willingly embrace that. Now you are practically peeing yourself over a rigged computer program that simulates ARTIFICAL life. What a hoot you are! You chose to believe in fantasy and the surreal.
1,088 posted on 05/10/2003 1:00:28 PM PDT by nmh
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To: AndrewC
Nevermind them - not having a pitcher isn't an option, so until a better one comes along, we're kind of stuck with the Yogster, despite his flaws. Got anyone in mind?
1,089 posted on 05/10/2003 1:00:44 PM PDT by general_re (Ask me about my vow of silence!)
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To: donh
post 1003 placemarker. The lyrics I posted from Monty Python cover this rather well.
1,090 posted on 05/10/2003 1:06:27 PM PDT by js1138
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To: general_re
Got anyone in mind?

You should have some idea, since you know I like Shapiro. But this is turning into what I think. I am not in the business of emulating Darwin. I merely have comments on evidence presented to me. So far on this thread the evidence for the assertions is diaphanous. So I await something of substance.

1,091 posted on 05/10/2003 1:11:48 PM PDT by AndrewC
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To: nmh
Artificial life -- clones ... wind up -- knock offs --- toys for tots !

Must be sat morn (( cartoons )) always for you !
1,092 posted on 05/10/2003 1:13:11 PM PDT by f.Christian (( Marching orders: comfort the afflicted // afflict the comfortable ! ! ))
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To: AndrewC; Ten Megaton Solution
Re: found that weekly synagogue- or churchgoers experienced a 28% lower mortality rate than those attending less regularly

I'm curious about what that 28 percent lower rate means in real life. Perhaps it means non-churchgoers are already hospitalized and can't attend, or perhaps it means churchgoers engage in fewer risky or unhealthful activities.

Sort of like the reason minivans are among the safest vehicles.

1,093 posted on 05/10/2003 1:13:44 PM PDT by js1138
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To: js1138
Perhaps it means non-churchgoers are already hospitalized and can't attend, or perhaps it means churchgoers engage in fewer risky or unhealthful activities.

Ah, I see! Churchgoers are less likely to be hospitalized and they don't teach things in church.

1,094 posted on 05/10/2003 1:19:24 PM PDT by AndrewC
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To: Doctor Stochastic
Perhaps that's because thay have no beliefs? We have been trying to get some of the Creationists to just state simple things such as: how old do they believe the earth to be. The Kefauver Committee got more responses.

Do you now or have you ever believed that the current level of genetic diversity within species is consistent with all living creatures being descended from one or seven pairs of their kind, within historic time?

How's that for a question, Senator?

1,095 posted on 05/10/2003 1:27:24 PM PDT by js1138
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To: Dimensio
Atheism ...

Main Entry: blas·phe·my
Pronunciation: 'blas-f&-mE
Function: noun
Inflected Form(s): plural -mies
Date: 13th century
1 a : the act of insulting or showing contempt or lack of reverence for God b : the act of claiming the attributes of deity
2 : irreverence toward something considered sacred or inviolable
1,096 posted on 05/10/2003 1:28:23 PM PDT by f.Christian (( Marching orders: comfort the afflicted // afflict the comfortable ! ! ))
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To: AndrewC
Your level of reading miscomprehension is amazing. How about starting over with what I said and what I intended, not what you wish I had said. I think that if it is true that churchgoers are longer lived than non-churchgoers (not exactly what is being claimed, but I'll accept it for the moment) there are numerous possible reasons. The most likely is that churchgoers have fewer risky and unhealthy habits.
1,097 posted on 05/10/2003 1:32:10 PM PDT by js1138
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To: js1138
The most likely is that churchgoers have fewer risky and unhealthy habits.

And I answered you(in a round about way), Why would that be?

1,098 posted on 05/10/2003 1:39:57 PM PDT by AndrewC
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To: AndrewC
I thought you said the thread is about programming. It appears you do want to talk about religion but only on your terms.
1,099 posted on 05/10/2003 1:42:52 PM PDT by CobaltBlue
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To: Michael121
If you mean 5 miles deeper than at present, that's way wrong. Ice caps are 1 to 2 miles deep, at most. Look at a globe and figure it out for yourself. There's at, best, about 200 feet to go if we lose all the remaining ice on the planet.
1,100 posted on 05/10/2003 1:47:21 PM PDT by donh
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