异质混沌系统的基于观察者的适应同步与不确定性通过DNA链位移的干扰观察者
IEEE transactions on computational biology and bioinformatics
|August 14, 2025
概括
这项研究引入了一种使用DNA链位移 (DSD) 来同步混乱系统的新方法,尽管存在不确定性和干扰. 这种方法可以提高复杂系统中的同步性能.
科学领域:
- 生物分子工程 生物分子工程
- 混沌理论 混沌理论
- 控制系统 控制系统
背景情况:
- DNA链位移 (DSD) 显示出同步混乱系统的前景.
- 系统的不确定性和外部干扰会降低同步性能.
研究的目的:
- 为了解决由干扰和不确定性引起的混乱系统同步中的性能退化.
- 使用DSD开发一个强大的同步方法,以应对系统的不完美.
主要方法:
- 从扰动信号的普通微分方程中推导出化学反应网络 (CRN),用于DSD实现.
- 开发了一个复合函数,将三角函数和指数函数结合起来,以建模扰动.
- 集成的非线性观测器具有适应性控制规律,可提供可靠的估计和同步.
主要成果:
- 成功同步异质混乱系统 (洛伦茨和系统).
- 在存在重大系统不确定性和外部干扰的情况下,证明了有效的同步.
- 通过简化观察者设计实现了同步,需要更少的DSD反应.
结论:
- 提出的基于DSD的方法为在不利条件下同步混乱系统提供了强大的解决方案.
- 适应性观察员和控制的整合增强了对干扰的弹性.
- 这项工作推进了DSD在复杂系统同步和控制中的应用.
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