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动态链路攻击下超网络中基于超边的自适应牵制控制

Hyperedge-Based Adaptive Pinning Control in Hypernetworks Under Dynamic Link Attacks

IEEE Transactions on Systems, Man, and Cybernetics: Systems · 2026
被引 0
ABS 3

中文导读

针对超图描述的高阶交互网络在动态链路攻击下的脆弱性,提出一种基于超边的自适应牵制控制策略,通过构建增广超图和时变自适应耦合机制保证指数同步,并用混沌蔡氏电路超网络仿真验证有效性。

Abstract

Ensuring synchronization in networked systems presents a growing challenge, particularly for complex systems characterized by higher order interactions extending beyond pairwise connections. In this article, we investigate a class of hypernetwork systems in hypergraphs and introduce a novel dynamic link attacks that allow dynamic attack patterns on hyperedges. To address the vulnerability of the higher order systems under these conditions, we propose a hyperedge-based adaptive pinning control strategy to guarantee synchronization in hypernetworks with time-varying couplings. Based on the original hypergraph topology, an augmented hypergraph is constructed by establishing pinning hyperedges between tracking and pinning nodes. Concurrently, a time-varying adaptive coupling mechanism is further designed, which dynamically adjusts the strengths of both standard and pinning hyperedges based on local synchronization errors. Utilizing the Lyapunov function method, sufficient conditions guaranteeing exponential synchronization are derived. Finally, the effectiveness of the proposed strategy is demonstrated through numerical simulations on a nonlinear hypernetwork composed of chaotic Chua’s circuit.

超网络同步控制自适应控制复杂系统