| A random-key GRASP for combinatorial optimization | May 29, 2024 | Combinatorial OptimizationDecoder | CodeCode Available | 0 |
| Network Interdiction Goes Neural | May 26, 2024 | Combinatorial OptimizationGraph Matching | —Unverified | 0 |
| Comparative Analysis of Four Prominent Ant Colony Optimization Variants: Ant System, Rank-Based Ant System, Max-Min Ant System, and Ant Colony System | May 24, 2024 | Traveling Salesman Problem | —Unverified | 0 |
| Leader Reward for POMO-Based Neural Combinatorial Optimization | May 22, 2024 | Combinatorial OptimizationReinforcement Learning (RL) | —Unverified | 0 |
| Halfway Escape Optimization: A Quantum-Inspired Solution for General Optimization Problems | May 5, 2024 | Traveling Salesman Problem | —Unverified | 0 |
| iMTSP: Solving Min-Max Multiple Traveling Salesman Problem with Imperative Learning | May 1, 2024 | Bilevel OptimizationTraveling Salesman Problem | CodeCode Available | 1 |
| 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 |
| Self-Improvement for Neural Combinatorial Optimization: Sample without Replacement, but Improvement | Mar 22, 2024 | Combinatorial OptimizationImitation Learning | CodeCode Available | 1 |
| 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 |
| Can Large Language Models Solve Robot Routing? | Mar 16, 2024 | Code GenerationText-to-Code Generation | CodeCode Available | 1 |
| 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 |
| Ant Colony Optimization for Cooperative Inspection Path Planning Using Multiple Unmanned Aerial Vehicles | Feb 13, 2024 | Traveling Salesman Problem | CodeCode Available | 1 |
| Triplet Interaction Improves Graph Transformers: Accurate Molecular Graph Learning with Triplet Graph Transformers | Feb 7, 2024 | Drug DiscoveryGraph Learning | CodeCode Available | 2 |
| Moco: A Learnable Meta Optimizer for Combinatorial Optimization | Feb 7, 2024 | Combinatorial OptimizationGraph Neural Network | CodeCode Available | 1 |
| Self-Labeling the Job Shop Scheduling Problem | Jan 22, 2024 | Job Shop SchedulingPseudo Label | CodeCode Available | 1 |
