自动化学报2013，Vol.39Issue(4)：293-302,10.DOI:10.3724/SP.J.1004.2013.00293
平行控制:数据驱动的计算控制方法
Parallel Control: A Method for Data-Driven and Computational Control
摘要
Abstract
This paper introduces the concept, architecture, process and application of a new data-driven and computational control approach, called parallel control. The emphasis here is to illustrate the difference between the proposed system expansion scheme for parallel control through cyber-physical-social interaction and the traditional divide-and-conquer method for parallel computing through concurrent task execution. The theory of parallel control comes directly from the ACP approach, where artificial systems are used for modeling and representation, computational experiments are utilized for analysis and evaluation, and parallel execution are conducted for control and management of complex systems. Parallel control can be considered as the extension of feedback control, especially adaptive control, for dealing with problems involved with both engineering and social complexities. Case studies of this new control approach in transportation, production, and social management are presented and discussed.关键词
平行控制/复杂系统/ACP方法/自适应控制/计算控制/数据驱动Key words
Parallel control/ complex systems/ ACP approach/ adaptive control/ computational control/ data-driven引用本文复制引用
王飞跃..平行控制:数据驱动的计算控制方法[J].自动化学报,2013,39(4):293-302,10.基金项目
国家自然科学基金委员会重点项目(71232006,61233001)资助 （71232006,61233001）
