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Mathematics of Information

Theory and Applications of Shannon-Wiener Information

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The book delves into mathematical information theory, beginning with the Shannon-Wiener framework to quantify information through probability. It defines key concepts like message and information, progressing to countable probability spaces and Shannon entropy, illustrated through applications in statistical physics, mathematical statistics, and communication engineering. Additionally, it offers an introduction to quantum information and examines general probability spaces, emphasizing the information-theoretical analysis of dynamic systems.

Nákup knihy

Mathematics of Information, Stefan Schäffler

Jazyk
Rok vydania
2024
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Titul
Mathematics of Information
Podtitul
Theory and Applications of Shannon-Wiener Information
Jazyk
anglicky
Rok vydania
2024
Väzba
mäkká
Počet strán
168
ISBN13
9783662691014
Série
Hodnotenie
4 z 5
Anotácia
The book delves into mathematical information theory, beginning with the Shannon-Wiener framework to quantify information through probability. It defines key concepts like message and information, progressing to countable probability spaces and Shannon entropy, illustrated through applications in statistical physics, mathematical statistics, and communication engineering. Additionally, it offers an introduction to quantum information and examines general probability spaces, emphasizing the information-theoretical analysis of dynamic systems.