3 papers
cs.NE2025
Learning to Sample in Variable Neighborhood Search Algorithm for Urban Cable Routing Optimization
Wei Liu, Tao Zhang, Chenhui Lin +3
Urban underground cable construction is essential for enhancing power grid reliability, yet the high construction costs demand systematic optimization. Constrained by road network…
cs.LG2025
Graph Attention Networks Unleashed: A Fast and Explainable Vulnerability Assessment Framework for Microgrids
Wei Liu, Tao Zhang, Chenhui Lin +2
Independent microgrids are crucial for supplying electricity by combining distributed energy resources and loads in scenarios like isolated islands and field combat. Fast and accur…
cs.LG2025
PlatMetaX: An Integrated MATLAB platform for Meta-Black-Box Optimization
Xu Yang, Rui Wang, Kaiwen Li +3
The landscape of optimization problems has become increasingly complex, necessitating the development of advanced optimization techniques. Meta-Black-Box Optimization (MetaBBO), wh…