A dynamic process self-adaptive control method based on multi-agent cooperation
By constructing a multi-agent collaborative control architecture and utilizing process entropy indicators and negative entropy flow mechanisms, the system deadlock and oscillation problems caused by topological rigidity in traditional methods are solved, enabling adaptive control of the system in a high-concurrency environment and improving the stability and efficiency of complex systems.
CN122411044APending Publication Date: 2026-07-17
View PDF 0 Cites 0 Cited by
Patent Information
- Authority / Receiving Office
- CN · China
- Patent Type
- Applications(China)
- Filing Date
- 2026-05-26
- Publication Date
- 2026-07-17
Smart Images
Figure CN122411044A_ABST
Abstract
本发明涉及智能控制与自动化系统领域，具体公开了一种基于多智能体协同的动态流程自适应控制方法。该方法构建具备状态感知与局部决策能力的多智能体架构，定义融合任务队列、资源占用及冲突频次的流程熵指标，实时监测其变化；当熵值持续超阈时触发相变机制，使智能体由集中式协作切换至松散型分布式网络；在压力缓解后，通过结构回稳与负熵流机制，引导系统逐步恢复有序拓扑并加速向低熵状态演化。本发明通过上述技术方案，实现了系统的自组织、自修复与高效稳定运行，适用于工业自动化、物流调度及智能交通等复杂动态场景。
Need to check novelty before this filing date? Find Prior Art