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Kniha Information Measures C. Arndt

Information Measures

Information and its Description in Science and Engineering

Autor: C. Arndt
Jazyk: Angličtina
Vazba: Pevná
Vydavatel: Springer, Berlin
Dostupnost: Skladem u dodavatele
Odesíláme za 10-13 dnů
3 347 Kč
This book is an introduction to the mathematical description of information in science and engineeri...

Informace o knize

Autor
C. Arndt
Jazyk
Angličtina
Vazba
Kniha - Pevná
Vydáno
2001
Stránek
548
EAN
9783540416333
ISBN
3540416331
Enbook ID
01563271
Vydavatel
Springer, Berlin
Hmotnost
975
Rozměry
155 x 235 x 31

Kompletní popis

This book is an introduction to the mathematical description of information in science and engineering. The necessary mathematical theory will be treated in a more vivid way than in the usual theorem-proof structure. This enables the reader to develop an idea of the connections between different information measures and to understand the trains of thought in their derivation. As there exist a great number of different possible ways to describe information, these measures are presented in a coherent manner. Some examples of the information measures examined are: Shannon information, applied in coding theory; Akaike information criterion, used in system identification to determine auto-regressive models and in neural networks to identify the number of neurons; and Cramer-Rao bound or Fisher information, describing the minimal variances achieved by unbiased estimators. This softcover edition addresses researchers and students in electrical engineering, particularly in control and communications, physics, and applied mathematics.

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