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Mathematics of Information

Name: Mathematics of Information
Brand: Springer, Berlin
SKU: 9783662691014
Price: 119.06 PLN
Availability: InStock

Theory and Applications of Shannon-Wiener Information

Autor: Stefan Schäffler

Język:

Oprawa: Miękka

Wydawca: Springer, Berlin

Dostępność: Dostępna u dostawcy

Wysyłamy za 5-8 dni

119.06 zł

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

Informacje o książce

Autor

Stefan Schäffler

Język

Angielski

Oprawa

Książka - Miękka

Data wydania

2024

strony

170

EAN

9783662691014

Enbook ID

45484380

Wydawca

Springer, Berlin

Waga

278

Wymiary

155 x 235

Pełny opis

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.