Algorithmic Information Theory (AIT)
  • concerns itself with the relationship between computation and information of computably generated objects (as opposed to stochastically generated), such as strings or any other data structure
  • in other words, it is shown within algorithmic information theory that computational incompressibility “mimics” (except for a constant that only depends on the chosen universal programming language) the relations or inequalities found in information theory
  • according to Gregory Chaitin, it is “the result of putting Shannon’s information theory and Turing’s computability theory into a cocktail shaker and shaking vigorously”

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