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在离散系统中共享的出现性质的起源
1School of Computer Science and Mathematics, Kingston University, London KT1 1LQ, UK.
Entropy (Basel, Switzerland)
|June 26, 2025
概括
软件和蛋白质等多种系统中共享的新兴性质是由哈特利-香农信息保护 (CoHSI) 理论解释的. 这表明一些生物特征可能不是由自然选择驱动的.
科学领域:
- 信息理论是信息理论.
- 统计力学就是统计力学.
- 系统生物学 系统生物学
- 计算机科学 计算机科学
背景情况:
- 离散系统经常表现出共同的新兴性质.
- 不同系统中这些共享性质的潜在机制尚不清楚.
- 现有的理论可能无法完全捕捉管理复杂系统的普遍原则.
研究的目的:
- 提出一个统一的理论,解释在离散系统中共享的新兴性质.
- 在统计力学框架内引入哈特利-香农信息保护 (CoHSI).
- 为了测试这个理论在不同系统类型的普遍性.
主要方法:
- 开发一个理论框架,将CoHSI嵌入到统计力学中.
- 在C编程语言软件的集合中分析新出现的全球属性.
- 检查蛋白质集合中的新出现的全球性质.
主要成果:
- CoHSI理论准确地预测了软件和蛋白质系统中新出现的全球性质.
- 不同系统中的共享属性与统计平衡相一致,而不是局部机制.
- 蛋白质的长度和多重性分布与理论预测一致.
- 软件组件大小和代币频率分布也与预测保持一致.
结论:
- 哈特利-香农信息的保存为离散系统中出现的特性提供了通用的解释.
- 生物系统中的新兴特性,如蛋白质分布,可能来自统计学原理,而不是纯粹的自然选择.
- 计算机软件中观察到的属性是最有可能出现的状态,独立于人类的设计或功能.
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