3 papers
cs.AI2026
Probabilistic Focal Search: Accelerating Bounded-Suboptimal Search via Lower-Bound Advancement
Minh Vu Duc, Trung Le Huu, Hà Minh Hoàng +3
Bounded-suboptimal search seeks a solution within a factor of optimal while reducing search effort. Focal Search (FS) uses heuristic guidance within FOCAL, the frontier nodes e…
cs.NE2025
PORTAL: Controllable Landscape Generator for Continuous Optimization-Part I: Framework
Danial Yazdani, Mai Peng, Delaram Yazdani +6
Benchmarking is central to optimization research, yet existing test suites for continuous optimization remain limited: classical collections are fixed and rigid, while previous gen…
cs.NE2023
EDOLAB: An Open-Source Platform for Education and Experimentation with Evolutionary Dynamic Optimization Algorithms
Mai Peng, Delaram Yazdani, Zeneng She +9
Many real-world optimization problems exhibit dynamic characteristics, posing significant challenges for traditional optimization techniques. Evolutionary Dynamic Optimization Algo…