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Re: Rosen, Kauffman and compatibility
- From: Tim Gwinn <***>
- Date: Fri, 28 Jan 2005 20:51:50 -0500
HP: But in any case, the model appears to me to be closed to
efficient causation as I understand it.
TG:
We definitely see it entirely differently. Oh well.
Regards,
Tim
Tim,
Kauffman interprets his NK model
many ways. His first interpretation was a genetic net with the nodes
representing enzymatic Boolean switches turning on and off other genes that
make other enzymes, etc. The state transition rule is determined by the
Boolean functions of all the nodes and all their connections (enzyme
specificities) to other nodes, so I would say the efficient cause arises
entirely within the action and configuration of the "closed"
network.
The size of the state space and the number of possible state
transition rules is enormous (transcomputational in practice). What the model
shows is that starting from random states, random connections, and randomly
chosen Boolean functions, a network with low connectivity eventually settles
down to a relatively few, short, stable limit cycles. As connectivity
increases the behavior becomes pseudo-chaotic (not really chaotic because it
is a finite discrete system).
It could be claimed that the state
transition rule does not arise as an explicit part of the model, but that is
only because all the initial conditions are random. I find the the model is
really a long way from real genes and molecules. That is one reason it is
controversial. But in any case, the model appears to me to be closed to
efficient causation as I understand
it.
Howard