相互作用在不平衡转换中的作用
Maria Rose1, Sreekanth K Manikandan2
1School of Pure and Applied Physics, Mahatma Gandhi University, 686560 Kottayam, India.
Physical review. E
|May 17, 2024
概括
我们开发了一种方法,将复杂系统中的距离分解为独立和相互作用的术语. 这有助于理解相互作用如何影响不平衡转换和系统动态.
科学领域:
- 统计力学 统计力学
- 复杂系统理论 复杂系统理论
- 信息理论 信息理论
背景情况:
- 在复杂系统中理解不平衡转换是具有挑战性的.
- 量化这些转型中相互作用的作用至关重要.
- 现有的方法往往难以解开不同顺序的相互作用.
研究的目的:
- 在复杂系统中,开发一个通用框架来分解到目标状态的距离.
- 量化不同级别的相互作用对不平衡转换的贡献.
- 通过操纵互动来提供对控制和促进转型的实用见解.
主要方法:
- 状态距离的分解成独立的和依赖相互作用的项.
- 使用相对相互信息来量化相互作用.
- 应用于相互作用的体颗粒的热放松.
- 对具有对式和三重相互作用的系统进行分析.
主要成果:
- 距离度量成功地分解为独立和相互作用值.
- 增加双相相互作用强度会延长 colloidal 系统中的不平衡状态.
- 该方法区分了贡献与对和三重相互作用的贡献.
- 证明了识别促进转型的相互作用的能力.
结论:
- 拟议的分解为分析复杂系统提供了一个强大的工具.
- 相对相互信息有效量化了对转换的相互作用效应.
- 这个框架通过控制相互作用的优势,为工程系统提供了一条途径.
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