Mathematics of Information Theory and Applications of Shannon-Wiener Information /
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 p...
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| Autor Principal: | |
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| Autor Corporativo: | |
| Formato: | Electrónico eBook |
| Idioma: | inglés |
| Publicado: |
Berlin, Heidelberg :
Springer Berlin Heidelberg : Imprint: Springer,
2024.
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| Edición: | 1st ed. 2024. |
| Series: | Mathematics Study Resources,
9 |
| Subjects: | |
| Acceso en liña: | https://doi.org/10.1007/978-3-662-69102-1 |
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Table of Contents:
- Introduction - Symbols - List of figures - Part I Fundamentals. Message and information
- Information and chance
- Part II Countable systems. The entropy
- The maximum entropy principle
- Conditional probabilities
- Quantum information
- Part III General systems
- The entropy of partitions
- Stationary information sources
- Density functions and entropy
- Conditional expectations
- Literature
- Index.