Service de Physique des Systèmes Complexes et Mécanique Statistique & Interdisciplinary Center for Nonlinear Phenomena and Complex Systems (C.P.231 CeNoLi-ULB), Université Libre de Bruxelles, Brussels 1050, Belgium.
College of Engineering and Computer Science, Vin University, 10000 Hanoi, Vietnam.
Chaos. 2021 May;31(5):053122. doi: 10.1063/5.0048396.
After a brief introduction to the theory underlying block-entropy and its relation to the dynamics of complex systems as well as certain information theory aspects, we study musical texts coming from two distinct musical traditions, Japanese and Western European, encoded via symbolic dynamics. We quantify their information content, also known as the degree of "non-randomness" which essentially defines the complexity of the text. We analyze the departure of "total randomness" to the constraints underlying the dynamics of the symbol generating process. Following Shannon on his attribution of these constraints as the key factors of the emergence of complexity, we observe that it can be accurately assessed by the texts' block-entropy vs block-length scaling laws.
在简要介绍了块熵的基本理论及其与复杂系统动力学以及某些信息论方面的关系之后,我们研究了通过符号动力学编码的来自两个不同音乐传统的音乐文本,即日本和西欧。我们量化了它们的信息含量,也称为“非随机性”程度,这实质上定义了文本的复杂性。我们分析了“完全随机性”偏离符号生成过程动力学的约束条件。按照香农(Shannon)的说法,这些约束条件是复杂性产生的关键因素,我们观察到可以通过文本的块熵与块长度的标度律来准确评估它们。