WebJan 15, 2024 · The proposed optimization algorithm constructs spatial networks with a certain number of nodes and a predefined network cost. We also study the topological properties of the optimized networks. This algorithm can be used to construct spatial networks with optimal synchronization properties. Introduction WebJul 27, 2024 · Increasing the Synchronization Stability in Complex Networks. We aim to increase the ability of a of coupled phase oscillators to maintain the synchronization when the system is affected by stochastic disturbances. We model the disturbances by Gaussian noise and use the mean first hitting time when the state hits the boundary of a secure …
COMPLEX NETWORKS: TOPOLOGY, DYNAMICS AND SYNCHRONIZATION …
WebMar 19, 2024 · By approximating the solutions of the coupled Hamilton–Jacobi–Bellman equations, a local performance index is defined to solve the optimal synchronization problem for discrete-time nonlinear complex dynamic networks without knowing the node dynamics and the topology of the directed graph. WebMar 25, 2024 · Network science provides powerful analytical, statistical and computational methods to describe the behaviour of complex systems 1. Complex systems are typically … graphics card shortage 2020
Off-Policy: Model-Free Optimal Synchronization Control for …
WebBy empowering the Internet of Things (IoT) with nanoscale communications, thousands of small devices, called nano-nodes, are enabled to monitor complex environments in a nonintrusive way, giving rise to the Internet of Nano-Things (IoNT) paradigm. It is in one of these very complex and critical environments, the human cardiovascular system, where … WebDec 13, 2024 · Abstract: This paper is concerned with the optimal output synchronization control problem for a class of heterogeneous complex dynamical networks (CDNs) with partially unknown system dynamics. By defining a new quadratic performance index including the information of state couplings, an optimal controller consisting of a … WebMar 14, 2024 · In this paper, the optimal control synchronization of complex dynamical networks with time-varying delay using PSO is investigated. Firstly, an efficient controller … graphics cards graphics/video cards