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Traveling Salesman Problem

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Showing 101–150 of 254 papers

TitleStatusHype
Hybrid Genetic Algorithm and Mixed Integer Linear Programming for Flying Sidekick TSP—0
Pointerformer: Deep Reinforced Multi-Pointer Transformer for the Traveling Salesman ProblemCode1
Base Placement Optimization for Coverage Mobile Manipulation Tasks—0
Solving Dynamic Traveling Salesman Problems With Deep Reinforcement LearningCode2
Preference-Aware Delivery Planning for Last-Mile LogisticsCode0
A Hybrid Genetic Algorithm with Type-Aware Chromosomes for Traveling Salesman Problems with Drone—0
ASP: Learn a Universal Neural Solver!Code1
DIFUSCO: Graph-based Diffusion Solvers for Combinatorial OptimizationCode2
Revisit the Algorithm Selection Problem for TSP with Spatial Information Enhanced Graph Neural Networks—0
Multi-Tour Set Traveling Salesman Problem in Planning Power Transmission Line Inspection—0
Long Short-Term Memory Neural Network for Temperature Prediction in Laser Powder Bed Additive Manufacturing—0
Quantization-Based Optimization: Alternative Stochastic Approximation of Global Optimization—0
Travel the Same Path: A Novel TSP Solving StrategyCode0
DIMES: A Differentiable Meta Solver for Combinatorial Optimization ProblemsCode1
How Good Is Neural Combinatorial Optimization? A Systematic Evaluation on the Traveling Salesman Problem—0
Supplementing Recurrent Neural Networks with Annealing to Solve Combinatorial Optimization ProblemsCode0
Reinforced Lin-Kernighan-Helsgaun Algorithms for the Traveling Salesman ProblemsCode1
Analyzing the behaviour of D'WAVE quantum annealer: fine-tuning parameterization and tests with restrictive Hamiltonian formulations—0
Online TSP with Predictions—0
Neural Improvement Heuristics for Graph Combinatorial Optimization ProblemsCode0
Learning-Augmented Algorithms for Online TSP on the Line—0
Backpropagation through Combinatorial Algorithms: Identity with Projection WorksCode1
Evolution as a Service: A Privacy-Preserving Genetic Algorithm for Combinatorial Optimization—0
Sym-NCO: Leveraging Symmetricity for Neural Combinatorial OptimizationCode1
Word Tour: One-dimensional Word Embeddings via the Traveling Salesman ProblemCode1
Deep Reinforcement Learning for Orienteering Problems Based on Decomposition—0
Energy-Sensitive Trajectory Design and Restoration Areas Allocation for UAV-Enabled Grassland Restoration—0
Distance approximation to support customer selection in vehicle routing problemsCode0
Pareto Set Learning for Neural Multi-objective Combinatorial OptimizationCode1
Improving Ant Colony Optimization Efficiency for Solving Large TSP InstancesCode1
Combining Reinforcement Learning and Optimal Transport for the Traveling Salesman ProblemCode0
The First AI4TSP Competition: Learning to Solve Stochastic Routing ProblemsCode1
Minimax Multi-Agent Persistent Monitoring of a Network System—0
Solving Dynamic Graph Problems with Multi-Attention Deep Reinforcement LearningCode1
A Deep Reinforcement Learning Approach for Solving the Traveling Salesman Problem with DroneCode1
Enhanced Self-Organizing Map Solution for the Traveling Salesman ProblemCode1
Reversible Action Design for Combinatorial Optimization with ReinforcementLearning—0
A Game-Theoretic Approach for Improving Generalization Ability of TSP Solvers—0
Learning Collaborative Policies to Solve NP-hard Routing ProblemsCode1
NeuroLKH: Combining Deep Learning Model with Lin-Kernighan-Helsgaun Heuristic for Solving the Traveling Salesman ProblemCode1
Hybrid Pointer Networks for Traveling Salesman Problems OptimizationCode1
Learning to Iteratively Solve Routing Problems with Dual-Aspect Collaborative TransformerCode1
Preference Conditioned Neural Multi-objective Combinatorial Optimization—0
Generative Adversarial Training for Neural Combinatorial Optimization Models—0
An Attention-LSTM Hybrid Model for the Coordinated Routing of Multiple Vehicles—0
DAN: Decentralized Attention-based Neural Network for the MinMax Multiple Traveling Salesman Problem—0
Evolving Evolutionary Algorithms using Linear Genetic Programming—0
Computing Steiner Trees using Graph Neural Networks—0
A New Constructive Heuristic driven by Machine Learning for the Traveling Salesman ProblemCode1
Adaptive Selection of Informative Path Planning Strategies via Reinforcement Learning—0
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