AINeutralarXiv – CS AI · 8h ago6/10
🧠
Beyond Static Priors: Dynamic Neural Guidance for Large-Scale Ant Colony Optimization
Researchers introduce DyNACO, a neural-guided optimization framework that dynamically adjusts guidance during iterative search processes rather than relying on static priors. The system scales to 100,000-node problem instances and demonstrates performance improvements over existing neural baselines while maintaining computational efficiency.