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The distribution of amorphous computer outputs

Langdon, W.B.; (2005) The distribution of amorphous computer outputs. Presented at: The Grand Challenge in Non-Classical Computation: International Workshop, York, UK. Green open access

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Abstract

Fitness distributions (landscapes) of programs tend to a limit as they get bigger. Markov minorization gives upper bounds ((15.3 + 2.30m)/ log I) on the length of program run on random or average computing devices. I is the size of the instruction set and m size of output register. Almost all programs are constants. Convergence is exponential with 90% of programs of length 1.6 n2N yielding constants (n = size input register and size of memory = N). This is supported by experiment.

Type: Conference item (Presentation)
Title: The distribution of amorphous computer outputs
Event: The Grand Challenge in Non-Classical Computation: International Workshop
Location: York, UK
Dates: 18-19 April 2005
Open access status: An open access version is available from UCL Discovery
Language: English
URI: https://discovery.ucl.ac.uk/id/eprint/483
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