Information Processing: An Introduction to Information Geometry: Volume 3 - Tapa blanda

Blower, Dr. David J

 
9781530194230: Information Processing: An Introduction to Information Geometry: Volume 3
Tapa blanda
ISBN 10: 1530194237 ISBN 13: 9781530194230
Editorial: CreateSpace Independent Publishing Platform, 2016

Sinopsis

This book attempts to lay down some minimal set of coherent and consistent requirements for Advanced Information Processors (AIPs). The idea is advanced that AIPs should reason in an optimal manner by generalizing logic. Logic is generalized through the auspices of probability theory. Probability is presented through the viewpoint of the formal manipulation rules such as Bayes's Theorem and the maximum entropy principle. Information Geometry is an alternative way to think about the mathematical characterization of entropy and the assignment of numerical values to probabilities. The approach emphasizes many solved numerical examples and relies upon the computational ability of Mathematica.

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Reseña del editor

This book attempts to lay down some minimal set of coherent and consistent requirements for Advanced Information Processors (AIPs). The idea is advanced that AIPs should reason in an optimal manner by generalizing logic. Logic is generalized through the auspices of probability theory. Probability is presented through the viewpoint of the formal manipulation rules such as Bayes's Theorem and the maximum entropy principle. Information Geometry is an alternative way to think about the mathematical characterization of entropy and the assignment of numerical values to probabilities. The approach emphasizes many solved numerical examples and relies upon the computational ability of Mathematica.

"Sobre este título" puede pertenecer a otra edición de este libro.

Editorial
CreateSpace Independent Publishing Platform
Año de publicación
2016
Idioma
Inglés
ISBN 10 
1530194237
ISBN 13 
9781530194230
Encuadernación
Tapa blanda
Número de páginas
666
Contacto del fabricante
Manufactured by Amazon on behalf of the author
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Luxemburgo