Active Inference · Paper · 2023

A variational synthesis of evolutionary and developmental dynamics

Documentation folder for catalog row 48 · Canonical work page

DOI / Source10.3390/e25070964
Folderpapers/2023_VariationalSynthesis/

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This paper introduces a variational formulation of natural selection, using the Bayesian mechanics of particular partitions to understand how slow phylogenetic processes constrain fast phenotypic processes. The main result is a formulation of adaptive fitness as a path integral of phenotypic fitness, unifying evolutionary and developmental dynamics through the Free Energy Principle.

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Figure from 2023_VariationalSynthesis, page 17Figure from 2023_VariationalSynthesis, page 17Figure from 2023_VariationalSynthesis, page 1Figure from 2023_VariationalSynthesis, page 1Figure from 2023_VariationalSynthesis, page 1Figure from 2023_VariationalSynthesis, page 6