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The Ethereal
Genome as a functional program
June 05, 2020 ยท Declared Dead ยท ๐ Lobachevskii Journal of Mathematics
"No code URL or promise found in abstract"
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Authors
S. V. Kozyrev
arXiv ID
2006.09980
Category
cs.NE: Neural & Evolutionary
Citations
6
Venue
Lobachevskii Journal of Mathematics
Last Checked
4 months ago
Abstract
We discuss a model of genome as a program with functional architecture and consider the approach to Darwinian evolution as a learning problem for functional programming. In particular we introduce a model of learning for some class of functional programs. This approach is related to information geometry -- the learning model uses some kind of distance in the information space (the reduction graph of the model), we consider statistical sum over paths in the reduction graph and discuss relation of this sum to temperature learning.
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