布尔网络的最佳预览定制控制
1School of Mathematical Sciences, Tongji University, Shanghai 200092, PR China.
ISA transactions
|January 3, 2024
概括
本研究介绍了布尔网络的最佳预览定点控制,使用一种新的策略代算法. 该方法通过有效利用未来的参考信息来提高控制性能.
科学领域:
- 控制理论 控制理论
- 离散的动态系统 离散的动态系统
背景情况:
- 布尔网络被广泛用于模拟复杂系统.
- 布尔网络的现有控制方法往往不能充分利用可用的未来信息.
研究的目的:
- 为布尔网络开发一个最佳的预览钉定控制策略.
- 设计一个高效的算法,利用未来的参考信息来提高控制性能.
主要方法:
- 为布尔网络提出了一个政策代算法.
- 该算法使用了通过状态增强和Exclusive-Or (XOR) 运算符构建的增强错误系统.
- 这种方法通过结合未来的信息来优化控制政策.
主要成果:
- 提出的策略代算法有效地优化了布尔网络的控制策略.
- 通过利用未来的参考信息,证明了更好的控制性能.
- 一个说明性的例子证实了算法的有效性.
结论:
- 开发的最佳预览钉定控制策略对布尔网络有效.
- 政策代算法提供了一种强大的方法,可以使用未来的信息来提高控制性能.
- 这项研究为控制复杂的离散系统提供了有价值的工具.
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