Theory of Information and its Value

Authors: Stratonovich, Ruslan L.

Editors: Belavkin, Roman V., Pardalos, Panos M., Principe, Jose C. (Eds.)

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  • Broadens understanding of information theory and the value of information
  • English translation of Rouslan L. Stratonovich’s original "Theory of Information"
  • Unifies theories of information, optimization, and statistical physics
  • Supplies opportunities to practice techniques through unique examples
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イーブック ¥11,231
価格の適用国: Japan (日本円価格は個人のお客様のみ有効) (小計)
  • ISBN 978-3-030-22833-0
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価格の適用国: Japan (日本円価格は個人のお客様のみ有効) (小計)
  • ISBN 978-3-030-22832-3
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この書籍について

This English version of Ruslan L. Stratonovich’s Theory of Information (1975) builds on theory and provides methods, techniques, and concepts toward utilizing critical applications. Unifying theories of information, optimization, and statistical physics, the value of information theory has gained recognition in data science, machine learning, and artificial intelligence. With the emergence of a data-driven economy, progress in machine learning, artificial intelligence algorithms, and increased computational resources, the need for comprehending information is essential. This book is even more relevant today than when it was first published in 1975. It extends the classic work of R.L. Stratonovich, one of the original developers of the symmetrized version of stochastic calculus and filtering theory, to name just two topics.

Each chapter begins with basic, fundamental ideas, supported by clear examples; the material then advances to great detail and depth.  The reader is not required to be familiar with the more difficult and specific material. Rather, the treasure trove of examples of stochastic processes and problems makes this book accessible to a wide readership of researchers, postgraduates, and undergraduate students in mathematics, engineering, physics and computer science who are specializing in information theory, data analysis, or machine learning.

著者について

Table of contents (12 chapters)

Table of contents (12 chapters)

書籍の購入

イーブック ¥11,231
価格の適用国: Japan (日本円価格は個人のお客様のみ有効) (小計)
  • ISBN 978-3-030-22833-0
  • ウォーターマーク付、 DRMフリー
  • ファイル形式: PDF, EPUB
  • どの電子書籍リーダーからでもすぐにお読みいただけます。
  • ご購入後、すぐにダウンロードしていただけます。
ハードカバー ¥14,039
価格の適用国: Japan (日本円価格は個人のお客様のみ有効) (小計)
  • ISBN 978-3-030-22832-3
  • 個人のお客様には、世界中どこでも配送料無料でお届けします。
  • Immediate ebook access, if available*, with your print order
  • Usually dispatched within 3 to 5 business days.
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書誌情報

Bibliographic Information
Book Title
Theory of Information and its Value
Authors
Editors
  • Roman V. Belavkin
  • Panos M. Pardalos
  • Jose C. Principe
Copyright
2020
Publisher
Springer International Publishing
Copyright Holder
Springer Nature Switzerland AG
イーブック ISBN
978-3-030-22833-0
DOI
10.1007/978-3-030-22833-0
ハードカバー ISBN
978-3-030-22832-3
Edition Number
1
Number of Pages
XXII, 419
Number of Illustrations
29 b/w illustrations, 4 illustrations in colour
Topics

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