Tuesday, February 25, 2003, 11:19:50 AM, Brad Wyble wrote:

CS> So what I've been picturing is that organisms, in evolving, are
CS> "absorbing" complexity from the Universe around them.  And although I
CS> used to think evolution always strives for more complexity, lately I
CS> see this a bit differently...

BW> On what basis would you make this point about absorbing complexity
BW> from the universe?  We get energy, and that's about it.  The rest
BW> of the input is, at best, the visual movement of the planets,
BW> stars, and sun, which isn't that much information. 

It's not a firm conclusion, but I'm basing it on information /
complexity theory.  This relates, in certain ways, to ideas about
entropy -- and energy is negentropy.  I.e. without the sun's input we
would be nothing.

I'm not convinced of this idea on an intuitive basis, but rather on a
mathematical basis -- that is, the mathematical idea that complexity
cannot be "freely produced".  You cannot get truly random numbers out
of a fixed process would be another way to state this.

I also wonder if AGI's could really be trained in a simulated micro-
environment...perhaps the real universe's "randomness" is *necessary*
for development of intelligence.

BW> The other place complexity can be found is in the scale of matter.
BW>  Evolution has plumbed them depths of molecular mechanics very
BW> effectively, but it's still a closed, static system.  

BW> The real impetus of evolution is co-evolution, competition between
BW> candidate lifeforms.  This keeps the fitness landscape changing
BW> all the time, and usually incrementing the complexity of the  
BW> system. 

Well, that's what I'm wondering about.  Does co-evolution increase the
total complexity (in a mathematical, Kolmogorov sense) or does it
*mirror* or *absorb* complexity.  Lately, I suspect the latter -- you
cannot really increase it, you can only reflect it.

--
Cliff

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