Implications of Recent Developments in Network Science
"hibbsa" <[email protected]> Sun, 10 Feb 2013 01:41:54 -0000
| Newsgroups | gmane.science.physics.fabric-of-reality |
|---|---|
| Message-ID | <[email protected]> |
I have a question for Popper-Deutschians as to whether certain implications for the 'philosophy of science' arising from a recent discovery in Network Science is (a) consistent with the philosophy discussed here and (b) Interesting. Admittedly it is early days in terms of the developments. But what there is so far is pretty robust...so it seems worthwhile taking the supposition these developments go on to firm up as candidate laws. The discovery is that networks that occur 'naturally' as in they happen in some sense in time and space, converge toward a single identity at higher emergent levels. See here for an overview http://phys.org/news/2012-11-human-brain-internet-cosmology-similar.html and here for the more detailed proof http://www.nature.com/srep/2012/121113/srep00793/full/srep00793.html The implication dealt with in the report is for a way to much more rapidly discover the features of networks that only partially undertood. An actual 'worked example' is provided in that the discovery of a specific network that would normally have taken a very large amount of time in a supercomputer, was achieved in a tiny fraction of the time by assuming the network in question exhibited the higher level regularities common to all such networks. I don't recall but I think the findings are then confirmed by the long supercomputer process. Here's the extra implication to the domain of 'philosphy of science' as I see it. It's certainly reasonable and intuitive to expect the history of science as it occured on the ground could be represented as a network. Therefore, it seems very plausible that if some future project took place involving a much more careful revising of what happened, when by who, with who influences....the resulting network structure, could then be used in conjunction with the known laws of such networks as mentioned above, to further 'discover' the regularities, ultimately with the potential of revealing previously unrealized regularities in play in knowledge creation. Regularities which could be very revealing or even definitive as to what science is, and how it works. Which may well be consistent with the PopperDeutsch explanation but simply explaining the same thing from a different direction. Which would of itself be valuable. But also, possible taking things a lot further. One advantage of this over the current philosophy, would be its objective character. Regularities defining science and knowledge creation, of a mathematical nature, backed up by hard proofs, involving laws of nature pertaining to networks. As a further possible aside....if all natural networks have these shared regularities that actually constrain what forms they can take, would that be a possible explanation of why human intuition has been sucessful in - apparently - inducing regularities by considering parochial 'patterns' and 'regularities' (which by the very words inherently have networy features) ? [Non-text portions of this message have been removed]