Generic predictions of output probability based on complexities of inputs and outputs

For a broad class of input-output maps, arguments based on the coding theorem from algorithmic information theory (AIT) predict that simple (low Kolmogorov complexity) outputs are exponentially more likely to occur upon uniform random sampling of inputs than complex outputs are. Here, we derive prob...

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Bibliografische gegevens
Hoofdauteurs: Dingle, K, Pérez, GV, Louis, AA
Formaat: Journal article
Taal:English
Gepubliceerd in: Nature Research 2020