Logo

Algorithmic Information Theory

Small book cover: Algorithmic Information Theory

Algorithmic Information Theory
by

Publisher: CWI
Number of pages: 37

Description:
We introduce algorithmic information theory, also known as the theory of Kolmogorov complexity. We explain the main concepts of this quantitative approach to defining 'information'. We discuss the extent to which Kolmogorov's and Shannon's information theory have a common purpose, and where they are fundamentally different.

Download or read it online for free here:
Download link
(330KB, PDF)

Similar books

Book cover: Information Theory, Excess Entropy and Statistical ComplexityInformation Theory, Excess Entropy and Statistical Complexity
by - College of the Atlantic
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.
(13699 views)
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.
(16833 views)
Book cover: A Short Course in Information TheoryA Short Course in Information Theory
by - University of Cambridge
This text discusses the theorems of Claude Shannon, starting from the source coding theorem, and culminating in the noisy channel coding theorem. Along the way we will study simple examples of codes for data compression and error correction.
(13633 views)
Book cover: Essential Coding TheoryEssential Coding Theory
by - University at Buffalo
Error-correcting codes are clever ways of representing data so that one can recover the original information even if parts of it are corrupted. The basic idea is to introduce redundancy so that the original information can be recovered ...
(9135 views)