结构复杂性作为系统进化的方向签名:超越透
1Materials Science and Engineering, College of Engineering and Applied Science, University of Cincinnati, Cincinnati, OH 45221, USA.
Entropy (Basel, Switzerland)
|September 27, 2025
概括
我们介绍了一个使用科尔摩戈罗夫复杂度 (KC) 和碎形维度 (FD) 来测量系统演变的通用框架. 这种方法量化了开放系统中结构秩序的增加,与封闭系统中的不同.
科学领域:
- 复杂性科学 复杂性科学
- 热力学是一种热力学.
- 信息理论 信息理论
背景情况:
- 传统的度仅限于封闭的平衡系统.
- 在开放的,非平衡系统中理解系统演变需要新的指标.
- 施罗丁格的生物生长概念局部降低,同时增加秩序提供了一个基础.
研究的目的:
- 提出基于结构复杂性的系统演变的通用框架.
- 在开放系统中引入组织复杂性的可量化的指标.
- 为系统进化制定一个新的宇宙定律.
主要方法:
- 使用科尔摩戈罗夫复杂度 (KC) 来测量算法复杂度.
- 使用碎形维度 (FD) 来量化几何复杂性.
- 开发一个非下降函数 Ω (t) = α·KC (t) + β·FD (t) 来建模系统演变.
主要成果:
- 在开放的非平衡系统中,KC和FD为有组织的复杂性提供了可扩展的指标.
- 拟议的宇宙定律, Ω ((t),与热力学第二定律平行,但跟踪算法和几何复杂性.
- 该框架适用于物理,化学和生物领域.
结论:
- 拟议的框架为系统演变提供了适用于各种科学领域的方向性签名.
- 这种方法整合了复杂性科学原则,以获得对系统开发的数学基础的理解.
- 该框架为描述从简单结构到复杂认知的方向演变提供了一个新的镜头.
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