| Long Short-Term Memory Neural Network for Temperature Prediction in Laser Powder Bed Additive Manufacturing | Jan 30, 2023 | Traveling Salesman Problem | —Unverified | 0 |
| Quantization-Based Optimization: Alternative Stochastic Approximation of Global Optimization | Nov 8, 2022 | global-optimizationQuantization | —Unverified | 0 |
| Travel the Same Path: A Novel TSP Solving Strategy | Oct 12, 2022 | Combinatorial OptimizationGraph Neural Network | CodeCode Available | 0 |
| DIMES: A Differentiable Meta Solver for Combinatorial Optimization Problems | Oct 8, 2022 | Combinatorial OptimizationDeep Reinforcement Learning | CodeCode Available | 1 |
| How Good Is Neural Combinatorial Optimization? A Systematic Evaluation on the Traveling Salesman Problem | Sep 22, 2022 | BenchmarkingCombinatorial Optimization | —Unverified | 0 |
| Supplementing Recurrent Neural Networks with Annealing to Solve Combinatorial Optimization Problems | Jul 17, 2022 | Combinatorial OptimizationScheduling | CodeCode Available | 0 |
| Reinforced Lin-Kernighan-Helsgaun Algorithms for the Traveling Salesman Problems | Jul 8, 2022 | Combinatorial OptimizationQ-Learning | CodeCode Available | 1 |
| Analyzing the behaviour of D'WAVE quantum annealer: fine-tuning parameterization and tests with restrictive Hamiltonian formulations | Jul 1, 2022 | BenchmarkingCombinatorial Optimization | —Unverified | 0 |
| Online TSP with Predictions | Jun 30, 2022 | Traveling Salesman Problem | —Unverified | 0 |
| Learning-Augmented Algorithms for Online TSP on the Line | Jun 1, 2022 | PredictionTraveling Salesman Problem | —Unverified | 0 |
