Dynamical sources in information theory: Fundamental intervals and word prefixes
A quite general model of source that comes from dynamical systems theory is introduced. Within this model, some basic problems of algorithmic information theory contexts are analysed. The main tool is a new object, the generalized Ruelle operator, which can be viewed as a "generating" operator for fundamental intervals (associated to information sharing common prefixes). Its dominant spectral objects are linked with important parameters of the source, such as the entropy, and play a central role in all the results.
sources information theory fundamental intervals dynamical systems entropy transfer operator