Logo

Generalized Information Measures and Their Applications

Small book cover: Generalized Information Measures and Their Applications

Generalized Information Measures and Their Applications
by

Publisher: Universidade Federal de Santa Catarina

Description:
Contents: Shannon's Entropy; Information and Divergence Measures; Entropy-Type Measures; Generalized Information and Divergence Measures; M-Dimensional Divergence Measures and Their Generalizations; Unified (r,s)-Multivariate Entropies; Noiseless Coding and Generalized Information Measures; Channel Capacity and Source Coding Theorems; Statistical Aspects of Information Measures; Bayesian Probability of Error and Generalized Information Measures; Fuzzy Sets and Information Measures.

Home page url

Download or read it online for free here:
Read online
(online html)

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.
(13016 views)
Book cover: Conditional Rate Distortion TheoryConditional Rate Distortion Theory
by - Information Systems Laboratory
The conditional rate-distortion function has proved useful in source coding problems involving the possession of side information. This book represents an early work on conditional rate distortion functions and related theory.
(9605 views)
Book cover: From Classical to Quantum Shannon TheoryFrom Classical to Quantum Shannon Theory
by - arXiv
The aim of this book is to develop 'from the ground up' many of the major developments in quantum Shannon theory. We study quantum mechanics for quantum information theory, we give important unit protocols of teleportation, super-dense coding, etc.
(11317 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.
(13131 views)