Information Theory, Part I: An Introduction to the Fundamental Concepts
暫譯: 資訊理論,第一部分:基本概念入門

Arieh Ben-Naim

  • 出版商: World Scientific Pub
  • 出版日期: 2017-07-30
  • 售價: $1,610
  • 貴賓價: 9.5$1,530
  • 語言: 英文
  • 頁數: 368
  • 裝訂: Paperback
  • ISBN: 981320883X
  • ISBN-13: 9789813208834
  • 海外代購書籍(需單獨結帳)

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商品描述

This book is about the definition of the Shannon measure of Information, and some derived quantities such as conditional information and mutual information. Unlike many books, which refer to the Shannon's Measure of information (SMI) as "Entropy," this book makes a clear distinction between the SMI and Entropy. In the last chapter, Entropy is derived as a special case of SMI. Ample examples are provided which help the reader in understanding the different concepts discussed in this book. As with previous books by the author, this book aims at a clear and mystery-free presentation of the central concept in Information theory - the Shannon's Measure of Information. This book presents the fundamental concepts of Information theory in a friendly-simple language and is devoid of all kinds of fancy and pompous statements made by authors of popular science books who write on this subject. It is unique in its presentation of Shannon's measure of information, and the clear distinction between this concept and the thermodynamic entropy. Although some mathematical knowledge is required by the reader, the emphasis is on the concepts and their meaning rather on the mathematical details of the theory.

商品描述(中文翻譯)

本書探討香農資訊量度(Shannon measure of Information)的定義,以及一些衍生量,如條件資訊和互資訊。與許多將香農資訊量度(SMI)稱為「熵」的書籍不同,本書清楚區分了SMI和熵。在最後一章中,熵被推導為SMI的一個特例。本書提供了豐富的範例,幫助讀者理解書中討論的不同概念。與作者之前的書籍一樣,本書旨在以清晰且無神秘感的方式呈現資訊理論中的核心概念——香農資訊量度。本書以友好簡單的語言介紹資訊理論的基本概念,並且避免了流行科學書籍作者所使用的各種華麗和自大的陳述。它在香農資訊量度的呈現上具有獨特性,並清楚區分了這一概念與熱力學熵之間的差異。雖然讀者需要具備一定的數學知識,但重點在於概念及其意義,而非理論的數學細節。