HackerPapers

arXiv:1506.06988q-bio.PE

From Entropy to Information: Biased Typewriters and the Origin of Life

Christoph Adami, Thomas LaBar

Early discovery. Linked by one identifiable commenter. This paper is outside the main ranking; a mention is not an endorsement.

Abstract

The origin of life can be understood mathematically to be the origin of information that can replicate. The likelihood that entropy spontaneously becomes information can be calculated from first principles, and depends exponentially on the amount of information that is necessary for replication. We do not know what the minimum amount of information for self-replication is because it must depend on the local chemistry, but we can study how this likelihood behaves in different known chemistries, and we can study ways in which this likelihood can be enhanced. Here we present evidence from numerical simulations (using the digital life chemistry "Avida") that using a biased probability distribution for the creation of monomers (the "biased typewriter") can exponentially increase the likelihood of spontaneous emergence of information from entropy. We show that this likelihood may depend on the length of the sequence that the information is embedded in, but in a non-trivial manner: there may be an optimum sequence length that maximizes the likelihood. We conclude that the likelihood of spontaneous emergence of self-replication is much more malleable than previously thought, and that the biased probability distributions of monomers that are the norm in biochemistry may significantly enhance these likelihoods

arXiv comments
19 pages, 8 figures in "From Matter to Life: Information and Causality", S.I. Walker, P.C.W. Davies, and G. F. R. Ellis, eds., (Cambridge University Press, 2017) pp. 130-154
Journal reference
DOI
Subjects
q-bio.PEPopulations and Evolution cs.ITInformation Theory nlin.AOAdaptation and Self-Organizing Systems q-bio.BMBiomolecules

On Hacker News

Linked by 1 identifiable commenter in 1 comment across 1 thread, from Nov 2015 to Nov 2015.

Comments linking this paper, per year.

Discussed in comments1 thread

  1. The Information Theory of Life 1 comment
    • The most helpful paper seems to be this one: From Entropy to Information: Biased Typewriters and the Origin of Life, http://arxiv.org/abs/1506.06988 Refers to the Avida evolution simulator: https://github.com/devosoft/avida/wiki

      IsamuView on HNParent context

Submitted to Hacker News

Connected through shared HN threads, not inferred similarity or a recommendation.