works on
algorithm robustness 1box-constrained problems 1gradient-based optimization 1line search 1nonlinear model predictive control 1trust region 1

From the 1 of 1 linked paper with an AI index.

collaborators

1 paper

cs.CE2026

A Nonlinear Model Predictive Control Perspective on Gradient-Based Optimization: A New Efficient, Parameter-Free and Provably Stable Algorithm

Mazen Alamir

The paper proposes a new gradient‑based algorithm, Search and Accelerate (SaA), that blends a novel line search, trust‑region, and gradient‑acceleration techniques, and shows it is…