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Autocatalytic Sets and Models of Early Life

Talkat Computational Theories of Evolution · 2014-03-17..03-21
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slides:none on file

Proves that self‑sustaining autocatalytic sets (RAFs) appear when the average number of reactions catalyzed per molecule μ grows about linearly with polymer length N — slower than linear gives vanishing probability, faster than linear gives near certainty — while the stronger constructively autocatalytic (CAF) notion needs exponential growth. Gives a polynomial‑time algorithm to find the maximal RAF, shows finding the smallest RAF is NP‑hard and that irreducible RAFs can be exponentially many, and uses Gillespie simulations to match lab data for a 16‑reaction, 18‑molecule RNA network with ~264 catalysis pairs.

AI-written summary · about

  1. 0:00Start
  2. 4:06Catalytic Reaction System (CRS)
  3. 6:44Simple example: Polymer Model
  4. 9:22Main Criticisms
  5. 11:00Definitions: Closure
  6. 14:49Equivalent definition
  7. 32:24Application to a real experimental system
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