Combining Neural Networks and Symbolic Regression for Analytical Lyapunov Function Discovery

Jie Feng, Haohan Zou, Yuanyuan Shi

We propose CoNSAL (Combining Neural networks and Symbolic regression for Analytical Lyapunov function) to construct analytical Lyapunov functions for nonlinear dynamic systems. Thi…