Abstract: The Difference of Convex (DC) optimization problem holds significant importance in both optimization theory and practical applications. In recent years, numerous algorithms have been ...

Abstract: This article addresses the distributed prescribed-time convex optimization (DPTCO) problem for high-order nonlinear multiagent systems (MASs) under undirected connected graphs. A cascade ...

Efficiently solving constrained optimization problems is crucial for numerous real-world applications, yet traditional solvers are often computationally prohibitive for real-time use. Machine learning ...

python newton_single_solution.py --model_type DeepONet --num_channel_u 48 --num_layer 4 --num_channel_f 2 --final_div_factor 50 --weight_decay 1e-6 --lr 1e-4 --batch ...