학술
기타
Randomness Conservation Inequalities; Information and Independence in Mathematical Theories
arXiv Math
CC BY
이 매체는 공공·자유 라이선스로 본문을 직접 표시합니다.Abstract
The article develops further Kolmogorov's Algorithmic Complexity Theory.
The definition of Randomness is modified to satisfy strong invariance properties (conservation inequalities).
This allows definitions of concepts such as Mutual Information in individual infinite sequences.
Applications to several areas, like Probability Theory, Theory of Algorithms, Intuitionistic Logic are considered.
These theories are simplified substantially with the postulate that the objects they consider are independent of (have small mutual information with) any sequence specified by a mathematical property.
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