2 papers
cs.NE2026
Large Language Model-Driven Full-Component Evolution of Adaptive Large Neighborhood Search
Shaohua Yu, Tianyu Chen, Linyan Liu +1
Adaptive Large Neighborhood Search (ALNS) is a prominent metaheuristic and a widely adopted approach for production and logistics optimization. However, it has long relied on hand-…
cs.GT2026
New Adaptive Mechanism for Large Neighborhood Search using Dual Actor-Critic
Shaohua Yu, Wenhao Mao, Zigao Wu +1
Adaptive Large Neighborhood Search (ALNS) is a widely used heuristic method for solving combinatorial optimization problems. ALNS explores the solution space by iteratively using d…