Convex Synthesis of First-Order Methods for Time-Varying Smooth Strongly Convex Optimization

Bryan Van Scoy, Gianluca Bianchin

Time-varying optimization is fundamental to decision-making in dynamic environments, where objectives evolve over time due to exogenous signals or data streams. However, algorithms…