Constructive Lyapunov Functions via Topology-Preserving Neural Networks

Jaehong Oh

We prove that ONN achieves order-optimal performance on convergence rate ($\mu \propto {\lambda }_2$), edge efficiency ($E=N$ for minimal connectivity $k=2$), and computational complexity…