本文给出了二部图复杂动力网络的数学模型及其权值识别方法.运用自适应反馈控制技术,通过构造驱动~响应结构的同步网络,设计了网络权值识别控制器.应用Lyapunov稳定性理论及LaSalle不变集原理从理论上证明了结论,并通过数值仿真算例验证了所给方法的有效性.
This article provides a bipartite-graph complex dynamical network model and its weighted identification method. Based on the adaptive feedback technology, we design controllers to identify the weights of the network by constructing synchronous networks in the drive-response framework. The conclusion is proved by Lyapunov stability and LaSalle's invariance principle. Numerical simulations are given to demonstrate the effectiveness of the proposed method.