| QOPTLib: a Quantum Computing Oriented Benchmark for Combinatorial Optimization Problems | Apr 24, 2024 | Combinatorial OptimizationTraveling Salesman Problem | —Unverified | 0 |
| Learn to Tour: Operator Design For Solution Feasibility Mapping in Pickup-and-delivery Traveling Salesman Problem | Apr 17, 2024 | Reinforcement Learning (RL)Traveling Salesman Problem | —Unverified | 0 |
| Proposed modified computational model for the amoeba-inspired combinatorial optimization machine | Apr 10, 2024 | Combinatorial OptimizationTraveling Salesman Problem | —Unverified | 0 |
| Formulating the Restoration of Distribution Networks as a Multiple Traveling Salesman Problem | Apr 4, 2024 | SchedulingTraveling Salesman Problem | —Unverified | 0 |
| Orchestrating UAVs for Prioritized Data Harvesting: A Cross-Layer Optimization Perspective | Apr 1, 2024 | SchedulingTraveling Salesman Problem | —Unverified | 0 |
| Solving the QAP by Two-Stage Graph Pointer Networks and Reinforcement Learning | Mar 31, 2024 | Combinatorial OptimizationDeep Learning | —Unverified | 0 |
| Less Is More - On the Importance of Sparsification for Transformers and Graph Neural Networks for TSP | Mar 25, 2024 | Graph Neural NetworkTraveling Salesman Problem | —Unverified | 0 |
| Solving a Real-World Package Delivery Routing Problem Using Quantum Annealers | Mar 22, 2024 | Traveling Salesman Problem | —Unverified | 0 |
| Towards a connection between the capacitated vehicle routing problem and the constrained centroid-based clustering | Mar 20, 2024 | ClusteringTraveling Salesman Problem | —Unverified | 0 |
| Learning-guided iterated local search for the minmax multiple traveling salesman problem | Mar 19, 2024 | Traveling Salesman Problem | —Unverified | 0 |
| Leveraging Constraint Programming in a Deep Learning Approach for Dynamically Solving the Flexible Job-Shop Scheduling Problem | Mar 14, 2024 | Combinatorial OptimizationDeep Reinforcement Learning | —Unverified | 0 |
| Looking Ahead to Avoid Being Late: Solving Hard-Constrained Traveling Salesman Problem | Mar 8, 2024 | GPUTraveling Salesman Problem | —Unverified | 0 |
| A Mixed-Integer Conic Program for the Moving-Target Traveling Salesman Problem based on a Graph of Convex Sets | Mar 7, 2024 | Traveling Salesman Problem | —Unverified | 0 |
| Generalized Nested Rollout Policy Adaptation with Limited Repetitions | Jan 18, 2024 | Traveling Salesman Problem | —Unverified | 0 |
| Data-CUBE: Data Curriculum for Instruction-based Sentence Representation Learning | Jan 7, 2024 | Representation LearningSentence | CodeCode Available | 0 |
| CARSS: Cooperative Attention-guided Reinforcement Subpath Synthesis for Solving Traveling Salesman Problem | Dec 24, 2023 | GPUMulti-agent Reinforcement Learning | —Unverified | 0 |
| Machine Learning-Enhanced Aircraft Landing Scheduling under Uncertainties | Nov 27, 2023 | SchedulingTraveling Salesman Problem | CodeCode Available | 0 |
| Graph Sparsifications using Neural Network Assisted Monte Carlo Tree Search | Nov 17, 2023 | Graph Neural NetworkTraveling Salesman Problem | CodeCode Available | 0 |
| A* search algorithm for an optimal investment problem in vehicle-sharing systems | Nov 15, 2023 | Traveling Salesman Problem | —Unverified | 0 |
| Graph Attention-based Deep Reinforcement Learning for solving the Chinese Postman Problem with Load-dependent costs | Oct 24, 2023 | ARCDeep Reinforcement Learning | CodeCode Available | 0 |
| An Improved Artificial Fish Swarm Algorithm for Solving the Problem of Investigation Path Planning | Oct 20, 2023 | Decision MakingTraveling Salesman Problem | —Unverified | 0 |
| An Edge-Aware Graph Autoencoder Trained on Scale-Imbalanced Data for Traveling Salesman Problems | Oct 10, 2023 | Combinatorial OptimizationComputational Efficiency | —Unverified | 0 |
| Optimizing Solution-Samplers for Combinatorial Problems: The Landscape of Policy-Gradient Methods | Oct 8, 2023 | Policy Gradient MethodsTraveling Salesman Problem | —Unverified | 0 |
| On Solving Close Enough Orienteering Problems with Overlapped Neighborhoods | Oct 6, 2023 | global-optimizationTraveling Salesman Problem | CodeCode Available | 0 |
| Solving the Quadratic Assignment Problem using Deep Reinforcement Learning | Oct 2, 2023 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| AI planning in the imagination: High-level planning on learned abstract search spaces | Aug 16, 2023 | SokobanTraveling Salesman Problem | —Unverified | 0 |
| A Parallel Ensemble of Metaheuristic Solvers for the Traveling Salesman Problem | Aug 13, 2023 | Traveling Salesman Problem | —Unverified | 0 |
| A Hybrid Genetic Algorithm for the min-max Multiple Traveling Salesman Problem | Jul 14, 2023 | DiversityTraveling Salesman Problem | —Unverified | 0 |
| FIS-ONE: Floor Identification System with One Label for Crowdsourced RF Signals | Jul 12, 2023 | Combinatorial OptimizationGraph Neural Network | CodeCode Available | 0 |
| Policy-Based Self-Competition for Planning Problems | Jun 7, 2023 | Combinatorial OptimizationJob Shop Scheduling | CodeCode Available | 0 |
| Energy-Efficient UAV-Assisted IoT Data Collection via TSP-Based Solution Space Reduction | Jun 2, 2023 | Traveling Salesman Problem | —Unverified | 0 |
| Nearly Optimal Steiner Trees using Graph Neural Network Assisted Monte Carlo Tree Search | Apr 30, 2023 | Graph Neural NetworkTraveling Salesman Problem | CodeCode Available | 0 |
| Hybrid Genetic Algorithm and Mixed Integer Linear Programming for Flying Sidekick TSP | Apr 26, 2023 | Traveling Salesman Problem | —Unverified | 0 |
| Base Placement Optimization for Coverage Mobile Manipulation Tasks | Apr 17, 2023 | Traveling Salesman Problem | —Unverified | 0 |
| Preference-Aware Delivery Planning for Last-Mile Logistics | Mar 8, 2023 | Bayesian OptimizationTraveling Salesman Problem | CodeCode Available | 0 |
| A Hybrid Genetic Algorithm with Type-Aware Chromosomes for Traveling Salesman Problems with Drone | Mar 1, 2023 | Decision MakingTraveling Salesman Problem | —Unverified | 0 |
| Revisit the Algorithm Selection Problem for TSP with Spatial Information Enhanced Graph Neural Networks | Feb 8, 2023 | Graph Neural NetworkTraveling Salesman Problem | —Unverified | 0 |
| Multi-Tour Set Traveling Salesman Problem in Planning Power Transmission Line Inspection | Feb 2, 2023 | Traveling Salesman Problem | —Unverified | 0 |
| 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 |
| 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 |
| 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 |
| Neural Improvement Heuristics for Graph Combinatorial Optimization Problems | Jun 1, 2022 | Combinatorial OptimizationGraph Neural Network | CodeCode Available | 0 |
| Learning-Augmented Algorithms for Online TSP on the Line | Jun 1, 2022 | PredictionTraveling Salesman Problem | —Unverified | 0 |
| Evolution as a Service: A Privacy-Preserving Genetic Algorithm for Combinatorial Optimization | May 27, 2022 | Combinatorial OptimizationEvolutionary Algorithms | —Unverified | 0 |
| Deep Reinforcement Learning for Orienteering Problems Based on Decomposition | Apr 25, 2022 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Energy-Sensitive Trajectory Design and Restoration Areas Allocation for UAV-Enabled Grassland Restoration | Apr 10, 2022 | Combinatorial OptimizationIncremental Learning | —Unverified | 0 |