Assessing and Enhancing Graph Neural Networks for Combinatorial Optimization: Novel Approaches and Application in Maximum Independent Set Problems

Documenti analoghi

• Neural Combinatorial Optimization for Stochastic Flexible Job Shop Scheduling Problems
  di: Smit, Igor G., et al.
  Pubblicazione: (2024)
• Pointer Networks with Q-Learning for Combinatorial Optimization
  di: Barro, Alessandro
  Pubblicazione: (2023)
• Enhancing GNNs Performance on Combinatorial Optimization by Recurrent Feature Update
  di: Pugacheva, Daria, et al.
  Pubblicazione: (2024)
• Learning to Handle Parameter Perturbations in Combinatorial Optimization: an Application to Facility Location
  di: Lodi, Andrea, et al.
  Pubblicazione: (2019)
• Optimality-Informed Neural Networks for Solving Parametric Optimization Problems
  di: Hoffmann, Matthias K., et al.
  Pubblicazione: (2025)