Deep Symbolic Optimization for Combinatorial Optimization: Accelerating Node Selection by Discovering Potential Heuristics
Combinatorial optimization (CO) is one of the most fundamental mathematical models in real-
world applications. Traditional CO solvers, such as Branch-and-Bound (B&B) solvers …
world applications. Traditional CO solvers, such as Branch-and-Bound (B&B) solvers …
Towards General Algorithm Discovery for Combinatorial Optimization: Learning Symbolic Branching Policy from Bipartite Graph
Machine learning (ML) approaches have been successfully applied to accelerating exact
combinatorial optimization (CO) solvers. However, many of them fail to explain what patterns …
combinatorial optimization (CO) solvers. However, many of them fail to explain what patterns …