Information Theory An Exploration Across Disciplines /
This monograph explores the interdisciplinary applications of information theory, focusing on the concepts of entropy, mutual information, and their implications in various fields. It explains the fundamental differences between entropy and Shannon’s Measure of Information (SMI), presents the applic...
שמור ב:
| Main Authors: | , |
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| מחבר תאגידי: | |
| פורמט: | אלקטרוני ספר אלקטרוני |
| שפה: | אנגלית |
| יצא לאור: |
Cham :
Springer Nature Switzerland : Imprint: Springer,
2024.
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| מהדורה: | 1st ed. 2024. |
| נושאים: | |
| גישה מקוונת: | https://doi.org/10.1007/978-3-031-67747-2 |
| תגים: |
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| 245 | 1 | 0 | |a Information Theory |h [electronic resource] : |b An Exploration Across Disciplines / |c by Arieh Ben-Naim, Claude Dufour. |
| 250 | |a 1st ed. 2024. | ||
| 264 | 1 | |a Cham : |b Springer Nature Switzerland : |b Imprint: Springer, |c 2024. | |
| 300 | |a XV, 248 p. 103 illus., 42 illus. in color. |b online resource. | ||
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| 505 | 0 | |a Introduction -- Information Theory and the Living System -- Applications of Information Theory to Psychology -- Entropy in art -- Consistent Definition of Correlations and Multivariate Mutual Information -- An intuitive consideration of irreversible phenomena -- Use of mutual information in linguistics, cryptography, and steganography -- Communication system. | |
| 520 | |a This monograph explores the interdisciplinary applications of information theory, focusing on the concepts of entropy, mutual information, and their implications in various fields. It explains the fundamental differences between entropy and Shannon’s Measure of Information (SMI), presents the application of information theory to living systems and psychology, and also discusses the role of entropy in art. It critically overviews the definition of correlations and multivariate mutual information.These notions are used to build a new perspective for understanding the irreversibility of processes in macroscopic systems, while the dynamical laws governing the microscopic components are reversible. It also delves into the use of mutual information in linguistics, cryptography, steganography, and communication systems. The book details the theoretical and practical aspects of information theory across a spectrum of disciplines and is a useful tool for any scientist interested in what is usually called entropy. | ||
| 532 | 8 | |a Accessibility summary: This PDF does not fully comply with PDF/UA standards, but does feature limited screen reader support, described non-text content (images, graphs), bookmarks for easy navigation and searchable, selectable text. Users of assistive technologies may experience difficulty navigating or interpreting content in this document. We recognize the importance of accessibility, and we welcome queries about accessibility for any of our products. If you have a question or an access need, please get in touch with us at accessibilitysupport@springernature.com. | |
| 532 | 8 | |a No reading system accessibility options actively disabled | |
| 532 | 8 | |a Publisher contact for further accessibility information: accessibilitysupport@springernature.com | |
| 650 | 0 | |a Data structures (Computer science). | |
| 650 | 0 | |a Information theory. | |
| 650 | 0 | |a Thermodynamics. | |
| 650 | 0 | |a Chemistry, Physical and theoretical. | |
| 650 | 0 | |a Probabilities. | |
| 650 | 1 | 4 | |a Data Structures and Information Theory. |
| 650 | 2 | 4 | |a Thermodynamics. |
| 650 | 2 | 4 | |a Theoretical Chemistry. |
| 650 | 2 | 4 | |a Probability Theory. |
| 700 | 1 | |a Dufour, Claude. |e author. |0 (orcid)0009-0008-2552-1933 |1 https://orcid.org/0009-0008-2552-1933 |4 aut |4 http://id.loc.gov/vocabulary/relators/aut | |
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