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Looking at a sequence of zeros and ones, we often feel that it is not random, that is, it is not plausible as an outcome of fair coin tossing. Why? The answer i
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Computability and complexity theory are two central areas of research in theoretical computer science. This book provides a systematic, technical development of
An Introduction to Kolmogorov Complexity and Its Applications
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Briefly, we review the basic elements of computability theory and prob ability theory that are required. Finally, in order to place the subject in the appropria
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The interplay between computability and randomness has been an active area of research in recent years, reflected by ample funding in the USA, numerous workshop
Algorithmic Learning in a Random World
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Algorithmic Learning in a Random World describes recent theoretical and experimental developments in building computable approximations to Kolmogorov's algorith