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Kolmogorov complexity
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===A more formal treatment=== '''Theorem''': If ''K''<sub>1</sub> and ''K''<sub>2</sub> are the complexity functions relative to [[Turing complete]] description languages ''L''<sub>1</sub> and ''L''<sub>2</sub>, then there is a constant ''c'' β which depends only on the languages ''L''<sub>1</sub> and ''L''<sub>2</sub> chosen β such that :β''s''. β''c'' β€ ''K''<sub>1</sub>(''s'') β ''K''<sub>2</sub>(''s'') β€ ''c''. '''Proof''': By symmetry, it suffices to prove that there is some constant ''c'' such that for all strings ''s'' :''K''<sub>1</sub>(''s'') β€ ''K''<sub>2</sub>(''s'') + ''c''. Now, suppose there is a program in the language ''L''<sub>1</sub> which acts as an [[interpreter (computing)|interpreter]] for ''L''<sub>2</sub>: '''function''' InterpretLanguage('''string''' ''p'') where ''p'' is a program in ''L''<sub>2</sub>. The interpreter is characterized by the following property: : Running <code>InterpretLanguage</code> on input ''p'' returns the result of running ''p''. Thus, if '''P''' is a program in ''L''<sub>2</sub> which is a minimal description of ''s'', then <code>InterpretLanguage</code>('''P''') returns the string ''s''. The length of this description of ''s'' is the sum of # The length of the program <code>InterpretLanguage</code>, which we can take to be the constant ''c''. # The length of '''P''' which by definition is ''K''<sub>2</sub>(''s''). This proves the desired upper bound.
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