Algorithmic complexity

Authors

Hutter, Marcus

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Scholarpedia

Abstract

The information content or complexity of an object can be measured by the length of its shortest description. For instance the string "01010101010101010101010101010101" has the short description "16 repetitions of 01", while "11001000011000011101111011101100" presumably has no simpler description other than writing down the string itself. More formally, the Algorithmic "Kolmogorov" Complexity (AC) of a string x is defined as the length of the shortest program that computes or outputs x , where the program is run on some fixed reference universal computer.

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Scholarpedia

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Open Access

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