Global optimization tailored for graphics processing units: Complete and rigorous search for large-scale nonlinear minimization
This paper presents a rigorous, GPU-based interval analysis method that guarantees the enclosure of global minima for large-scale nonlinear functions with up to 10,000 dimensions, significantly outperforming existing literature in both scalability and computational efficiency.