Riemannian Lyapunov Optimizer: A Unified Framework for Optimization

Yixuan Wang, Omkar Sudhir Patil, Warren E. Dixon

We introduce Riemannian Lyapunov Optimizers (RLOs), a family of optimization algorithms that unifies classic optimizers within one geometric framework. Unlike heuristic improvement…