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Mathematics of Information

Name: Mathematics of Information
Brand: Springer, Berlin
SKU: 9783662691014
Price: 144.49 RON
Availability: InStock

Theory and Applications of Shannon-Wiener Information

Autor: Stefan Schäffler

Limbă:

Legare: Carte broșată

Editura: Springer, Berlin

Disponibilitate: În depozitul extern

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144.49 lei

Starting with the Shannon-Wiener approach to mathematical information theory, allowing a mathematica...

Informații despre carte

Autor

Stefan Schäffler

Limbă

engleză

Legare

Carte - Carte broșată

Publicat

2024

Pagini

170

EAN

9783662691014

Enbook ID

45484380

Editura

Springer, Berlin

Greutate

278

Dimensiuni

155 x 235

Descriere completă

Starting with the Shannon-Wiener approach to mathematical information theory, allowing a mathematical "measurement" of an amount of information, the book begins by defining the terms message and information and axiomatically assigning an amount of information to a probability. The second part explores countable probability spaces, leading to the definition of Shannon entropy based on the average amount of information; three classical applications of Shannon entropy in statistical physics, mathematical statistics, and communication engineering are presented, along with an initial glimpse into the field of quantum information. The third part is dedicated to general probability spaces, focusing on the information-theoretical analysis of dynamic systems.The book builds on bachelor-level knowledge and is primarily intended for mathematicians and computer scientists, placing a strong emphasis on rigorous proofs.