2 papers
cs.LG2026
An Amortized Efficiency Threshold for Comparing Neural and Heuristic Solvers in Combinatorial Optimization
Sohaib Afifi
A common critique of neural combinatorial-optimization solvers is that they are less energy-efficient than CPU metaheuristics, given the operational energy cost of training them on…
cs.AI2026
PyCSP3-Scheduling: A Scheduling Extension for PyCSP3
Sohaib Afifi
PyCSP provides a productive way to build constraint models for solving combinatorial constrained problems and export them to XCSP, preserving a complete separation between…