2 papers
math.OC2026
Learned Pairwise Deep Dual-Optimal Inequalities for Stabilizing Column Generation
Zhengzhong Ricky You, Bo Tang, Haoran Liu +1
Column generation (CG) is central to many large-scale optimization algorithms, including branch-price-and-cut methods for vehicle routing problems, but unstable dual solutions can…
cs.SE2026
Maximizing Parallel Execution of Series-Parallel Task Graphs for Safety-Critical Embedded Control
Jinghao Sun, Zhenchu Hu, Ye Ma +3
Safety-critical embedded control programs must complete each control cycle within a bounded period. Sequential execution on conventional processors can become a bottleneck when the…