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: Network Coding TheoryNetwork Coding Theory
by - Now Publishers Inc
A tutorial on the basics of the theory of network coding. It presents network coding for the transmission from a single source node, and deals with the problem under the more general circumstances when there are multiple source nodes.
(16835 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.
(61251 views)
Book cover: Algorithmic Information TheoryAlgorithmic Information Theory
by - CWI
We introduce algorithmic information theory, also known as the theory of Kolmogorov complexity. We explain this quantitative approach to defining information and discuss the extent to which Kolmogorov's and Shannon's theory have a common purpose.
(10451 views)
Book cover: Information and CodingInformation and Coding
by - AMS
The aim is to review the many facets of information, coding, and cryptography, including their uses throughout history and their mathematical underpinnings. Prerequisites included high-school mathematics and willingness to deal with unfamiliar ideas.
(5791 views)