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Algorithmic Information Theory Third Printing
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theory of information and computation that plays much the same role. in computer science that classical thermodynamics plays in physics: .
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Preface The aim of this book is to present the strongest possible version of Godel's incompleteness theorem, using an information-theoretic ap- proach based on the size of computer programs. One half of the book is concerned with studying , the halting probability of a universal computer if its program is chosen by tossing a coin. The other half of the book is concerned with encoding as an algebraic equation in integers, a so-called exponential diophantine equation.
Godel's original proof of his incompleteness theorem is essentially the assertion that one cannot always prove that a program will fail to halt. This is equivalent to asking whether it ever produces any output. He then converts this into an arithmetical assertion. Over the years this has been improved it follows from the work on Hilbert's 10th problem that Godel's theorem is equivalent to the assertion that one cannot always prove that a diophantine equation has no solutions if this is the case.In our approach to incompleteness, we shall ask whether or not a program produces an in nite amount of output rather than asking whether it produces any this is equivalent to asking whether or not a diophantine equation has in nitely many solutions instead of asking whether or not it is solvable.
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