Information and Randomness: An Algorithmic Perspective
โ Scribed by Cristian Calude
- Book ID
- 127454318
- Publisher
- Springer
- Year
- 1994
- Tongue
- English
- Weight
- 2 MB
- Series
- Monographs in Theoretical Computer Science. An EATCS Series
- Edition
- 1st
- Category
- Library
- ISBN
- 0387574565
No coin nor oath required. For personal study only.
โฆ Synopsis
"Algorithmic information theory (AIT) is the result of putting Shannon's information theory and Turing's computability theory into a cocktail shaker and shaking vigorously", says G.J. Chaitin, one of the fathers of this theory of complexity and randomness, which is also known as Kolmogorov complexity. It is relevant for logic (new light is shed on G"del's incompleteness results), physics (chaotic motion), biology (how likely is life to appear and evolve?), and metaphysics (how ordered is the universe?). This book, benefiting from the author's research and teaching experience in Algorithmic Information Theory (AIT), should help to make the detailed mathematical techniques of AIT accessible to a much wider audience.
๐ SIMILAR VOLUMES
This book contains in easily accessible form all the main ideas of the creator and principal architect of algorithmic information theory. This expanded second edition has added thirteen abstracts, a 1988 SCIENTIFIC AMERICAN article, a transcript of a EUROPALIA 89 lecture, and an essay on biology. It