Information Entropy As a Basic Building Block of Complexity Theory

被引：54

作者：

Gao, Jianbo ^{[1
,2
,3
]}

Liu, Feiyan ^{[4
]}

Zhang, Jianfang ^{[4
]}

Hu, Jing ^{[1
,2
,3
]}

Cao, Yinhe ^{[3
]}

机构：

[1] Guangxi Univ, Sch Mech Engn, Nanning 530005, Peoples R China

[2] Guangxi Univ, China Asean Res Inst, Nanning 530005, Peoples R China

[3] PMB Intelligence LLC, Sunnyvale, CA 94087 USA

[4] Univ Chinese Acad Sci, Sch Management, Beijing 100190, Peoples R China

来源：

ENTROPY | 2013年 / 15卷 / 09期

关键词：

information entropy; thermodynamic entropy; emergence; chaos; fractal; complexity theory; multiscale analysis; LEMPEL-ZIV COMPLEXITY; NOISE; SYSTEMS; CHAOS;

D O I：

10.3390/e15093396

中图分类号：

O4 [物理学];

学科分类号：

0702 ;

摘要：

What is information? What role does information entropy play in this information exploding age, especially in understanding emergent behaviors of complex systems? To answer these questions, we discuss the origin of information entropy, the difference between information entropy and thermodynamic entropy, the role of information entropy in complexity theories, including chaos theory and fractal theory, and speculate new fields in which information entropy may play important roles.

引用

页码：3396 / 3418

页数：23

共 50 条

[21] Information granules and entropy theory in information systems
JiYe Liang
YuHua Qian
Science in China Series F: Information Sciences, 2008, 51 : 1427 - 1444
[22] Information granules and entropy theory in information systems
Liang JiYe
Qian YuHua
SCIENCE IN CHINA SERIES F-INFORMATION SCIENCES, 2008, 51 (10): : 1427 - 1444
[23] Information granules and entropy theory in information systems
LIANG JiYe & QIAN YuHua Key Laboratory of Computational Intelligence and Chinese Information Processing
School of Computer & Information Technology
Science in China(Series F:Information Sciences), 2008, (10) : 1427 - 1444
[24] A BASIC THEORY OF INFORMATION NETWORK
WATANABE, H
IEICE TRANSACTIONS ON FUNDAMENTALS OF ELECTRONICS COMMUNICATIONS AND COMPUTER SCIENCES, 1993, E76A (03) : 265 - 276
[25] THE BASIC THEOREMS OF INFORMATION THEORY
MCMILLAN, B
ANNALS OF MATHEMATICAL STATISTICS, 1953, 24 (02): : 196 - 219
[26] Entropy descriptors of the chemical bond in information theory. I. Basic concepts and relations
Nalewajski, RF
MOLECULAR PHYSICS, 2004, 102 (06) : 531 - 546
[27] Complexity Measurement Based on Information Theory and Kolmogorov Complexity
Lui, Leong Ting
Terrazas, German
Zenil, Hector
Alexander, Cameron
Krasnogor, Natalio
ARTIFICIAL LIFE, 2015, 21 (02) : 205 - 224
[28] A Novel Evaluation Method for Building Construction Project Based on Integrated Information Entropy with Reliability Theory
Bai, Xiao-ping
Zhang, Xi-wei
SCIENTIFIC WORLD JOURNAL, 2013,
[29] Principal component analysis: the basic building block of chemometrics
Cordella, Christophe
ACTUALITE CHIMIQUE, 2010, (345): : 13 - 18
[30] Care Platforms: A Basic Building Block For Care Delivery
Bohmer, Richard M. J.
Lawrence, David M.
HEALTH AFFAIRS, 2008, 27 (05) : 1336 - 1340

← 1 2 3 4 5 →