Logo

Information Theory, Excess Entropy and Statistical Complexity

Small book cover: Information Theory, Excess Entropy and Statistical Complexity

Information Theory, Excess Entropy and Statistical Complexity
by

Publisher: College of the Atlantic
Number of pages: 49

Description:
This e-book is a brief tutorial on information theory, excess entropy and statistical complexity. From the table of contents: Background in Information Theory; Entropy Density and Excess Entropy; Computational Mechanics.

Home page url

Download or read it online for free here:
Download link
(multiple formats)

Similar books

Book cover: Information Theory and Statistical PhysicsInformation Theory and Statistical Physics
by - arXiv
Lecture notes for a graduate course focusing on the relations between Information Theory and Statistical Physics. The course is aimed at EE graduate students in the area of Communications and Information Theory, or graduate students in Physics.
(12562 views)
Book cover: The Limits of MathematicsThe Limits of Mathematics
by - Springer
The final version of a course on algorithmic information theory and the epistemology of mathematics. The book discusses the nature of mathematics in the light of information theory, and sustains the thesis that mathematics is quasi-empirical.
(12583 views)
Book cover: Entropy and Information TheoryEntropy and Information Theory
by - Springer
The book covers the theory of probabilistic information measures and application to coding theorems for information sources and noisy channels. This is an up-to-date treatment of traditional information theory emphasizing ergodic theory.
(16851 views)
Book cover: A Mathematical Theory of CommunicationA Mathematical Theory of Communication
by
Shannon presents results previously found nowhere else, and today many professors refer to it as the best exposition on the subject of the mathematical limits on communication. It laid the modern foundations for what is now coined Information Theory.
(61029 views)