A new unified model of specified complexity

George D. MontañezGeorge Montañez,






George Montañez, Assistant Professor in the Computer Sciences Department\ at Harvey Mudd College, has just published a unified model of specified complexity:



Abstract:
A mathematical theory of complex specified information is introduced which unifies several prior methods of computing specified complexity. Similar to how the exponential family of probability distributions have dissimilar surface forms yet share a common underlying mathematical identity, we define a model that allows us to cast Dembski’s semiotic specified complexity, Ewert et al.’s algorithmic specified complexity, Hazen et al.’s functional information, and Behe’s irreducible complexity into a common mathematical form. Adding additional constraints, we introduce canonical specified complexity models, for which one-sided conservation bounds are given, showing that large specified complexity values are unlikely under any given continuous or discrete distribution and that canonical models can be used to form statistical hypothesis tests, by bounding tail probabilities for arbitrary distributions. Montanez GD (2018) A Unified Model of Complex Specified Information. BIO-Complexity 2018 (4):1- ˜ 26. doi:10.5048/BIO-C.2018.4



We are told to expect a lay-friendly version of the model soon as well.


See also: How can we measure specified complexity


and


Bill Dembski: Specification: The Pattern That Signifies Intelligence




Kirk K Durston et al. Measuring the functional sequence complexity of proteins




Winston Ewert at Evolutionary Informatics




Robert M. Hazen et al. Functional information and the emergence of biocomplexity (public access) A friend notes, “Functional information, as outlined by Hazen et al., can be a measure of specified complexity, where the specificity supplies the functional constraint.”




Robert M. Hazen et al. Functional Information and the Emergence of Biocomplexity pdf (book)




Could a signature of specified complexity help us find alien life?




and




A Tutorial on Specified Complexity


Copyright © 2018 Uncommon Descent . This Feed is for personal non-commercial use only. If you are not reading this material in your news aggregator, the site you are looking at is guilty of copyright infringement UNLESS EXPLICIT PERMISSION OTHERWISE HAS BEEN GIVEN. Please contact legal@uncommondescent.com so we can take legal action immediately.
Plugin by Taragana
 •  0 comments  •  flag
Share on Twitter
Published on December 14, 2018 15:50
No comments have been added yet.


Michael J. Behe's Blog

Michael J. Behe
Michael J. Behe isn't a Goodreads Author (yet), but they do have a blog, so here are some recent posts imported from their feed.
Follow Michael J. Behe's blog with rss.