一类合混合反系统的共同进化控制
Luis Guillermo Venegas-Pineda1, Hildeberto Jardón-Kojakhmetov1, Ming Cao2
1Bernoulli Institute for Mathematics, Computer Science and Artificial Intelligence, University of Groningen, Nijenborgh 9, 9747AG Groningen, The Netherlands.
Chaos (Woodbury, N.Y.)
|March 25, 2025
概括
本研究引入了新的控制策略,以稳定网络系统中所需的振荡模式,而不会改变其动态. 介绍了两种自适应方法,一种需要完全的系统知识,另一种使用局部错误信息.
科学领域:
- 复杂的系统复杂的系统.
- 控制理论 控制理论
- 网络科学 网络科学
背景情况:
- 振荡行为在自然和工程系统中很常见.
- 自调节机制经常驱动这些振荡.
- 在现有网络中稳定特定的振荡模式是一项挑战.
研究的目的:
- 开发控制策略,以稳定网络系统中所需的振荡模式.
- 解决不改变内部动态或相互连接的约束.
- 为网络边缘提出适应性控制规则.
主要方法:
- 提出了两种不同的控制策略:一种是完全的系统知识,一种是局部错误信息.
- 实现的控制器作为共同进化的,适应性规则在网络边缘.
- 在像同步和时间变化的网络这样的场景中验证了方法.
主要成果:
- 证明了稳定所需振荡模式的能力.
- 展示了全面知识和局部基于错误的控制的有效性.
- 在动态网络结构中验证了适应性.
结论:
- 拟议的自适应控制策略有效地稳定了网络系统中所需的振荡模式.
- 这些方法是多用途的,适用于不同级别的系统信息.
- 该方法对网络结构的变化具有稳定性.
相关概念视频
Feedback control systems
248
Feedback control systems are categorized in various ways based on their design, analysis, and signal types.
Linear feedback systems are theoretical models that simplify analysis and design. These systems operate under the principle that their output is directly proportional to their input within certain ranges. For instance, an amplifier in a control system behaves linearly as long as the input signal remains within a specific range. However, most physical systems exhibit inherent nonlinearity...
Linear feedback systems are theoretical models that simplify analysis and design. These systems operate under the principle that their output is directly proportional to their input within certain ranges. For instance, an amplifier in a control system behaves linearly as long as the input signal remains within a specific range. However, most physical systems exhibit inherent nonlinearity...
248
Effects of feedback
457
Feedback in control systems plays a critical role in shaping various operational parameters, extending beyond simple error reduction to influence stability, bandwidth, gain, impedance, and sensitivity. Understanding these effects requires examining a basic feedback system characterized by defined input, output, error, and feedback signals.
Feedback significantly modifies the gain of a control system. The gain of a system without feedback is altered by a factor of one plus GH, where G represents...
Feedback significantly modifies the gain of a control system. The gain of a system without feedback is altered by a factor of one plus GH, where G represents...
457
Open and closed-loop control systems
557
Control systems are foundational elements in automation and engineering. They are broadly categorized into open-loop and closed-loop systems. These classifications hinge on the presence or absence of feedback mechanisms, significantly influencing the system's performance, complexity, and application.
An open-loop control system operates without feedback from the output. It consists of two primary elements: the controller and the controlled process. The controller receives an input signal...
An open-loop control system operates without feedback from the output. It consists of two primary elements: the controller and the controlled process. The controller receives an input signal...
557
Root Loci for Positive-Feedback Systems
73
The Hartley oscillator is a positive feedback system that sustains oscillations by feeding the output back to the input in phase, thereby reinforcing the signal. Positive feedback systems can be viewed as negative feedback systems with inverted feedback signals. In these systems, the root locus encompasses all points on the s-plane where the angle of the system transfer function equals 360 degrees.
The construction rules for the root locus in positive feedback systems are similar to those in...
The construction rules for the root locus in positive feedback systems are similar to those in...
73
Control Systems
952
Control systems are everywhere in contemporary society, influencing diverse applications from aerospace to automated manufacturing. These systems can be found naturally within biological processes, such as blood sugar regulation and heart rate adjustment in response to stress, as well as in man-made systems like elevators and automated vehicles. A control system is essentially a network of subsystems and processes that collaboratively convert specific inputs into desired outputs.
At the heart...
At the heart...
952
Positive and Negative Feedback Loops
13.6K
Animal organs and organ systems constantly adjust to internal and external changes through a process called homeostasis ("steady state"). Examples of these changes include regulation of the level of glucose or calcium in the blood or internal responses to external temperatures. Homeostasis requires maintaining an internal dynamic equilibrium:
13.6K


