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Traveling Salesman Problem

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TitleStatusHype
Distance approximation to support customer selection in vehicle routing problemsCode0
Combining Reinforcement Learning and Optimal Transport for the Traveling Salesman ProblemCode0
Minimax Multi-Agent Persistent Monitoring of a Network System—0
Reversible Action Design for Combinatorial Optimization with ReinforcementLearning—0
A Game-Theoretic Approach for Improving Generalization Ability of TSP Solvers—0
Generative Adversarial Training for Neural Combinatorial Optimization Models—0
Preference Conditioned Neural Multi-objective Combinatorial Optimization—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
Adaptive Selection of Informative Path Planning Strategies via Reinforcement Learning—0
Formulating Neural Sentence Ordering as the Asymmetric Traveling Salesman ProblemCode0
Reinforced Hybrid Genetic Algorithm for the Traveling Salesman Problem—0
Learning Geometric Combinatorial Optimization Problems using Self-attention and Domain KnowledgeCode0
QROSS: QUBO Relaxation Parameter Optimisation via Learning Solver Surrogates—0
S^*: A Heuristic Information-Based Approximation Framework for Multi-Goal Path FindingCode0
Reversible Action Design for Combinatorial Optimization with Reinforcement Learning—0
Focusing on the Hybrid Quantum Computing -- Tabu Search Algorithm: new results on the Asymmetric Salesman Problem—0
Reinforcement Learning for Predict+Optimize—0
Hybrid Quantum Computing -- Tabu Search Algorithm for Partitioning Problems: preliminary study on the Traveling Salesman Problem—0
Dynamic Submodular Maximization—0
Cable Tree Wiring -- Benchmarking Solvers on a Real-World Scheduling Problem with a Variety of Precedence ConstraintsCode0
GalaxyTSP: A New Billion-Node Benchmark for TSP—0
Explaining Creative Artifacts—0
A Survey on Reinforcement Learning for Combinatorial Optimization—0
Solving the Clustered Traveling Salesman Problem via TSP methods—0
Learning Combined Set Covering and Traveling Salesman Problem—0
Fast and Accurate Non-Projective Dependency Tree Linearization—0
Few-shots Parallel Algorithm Portfolio Construction via Co-evolution—0
Learning to Solve Combinatorial Optimization Problems on Real-World Graphs in Linear Time—0
Extending the Multiple Traveling Salesman Problem for Scheduling a Fleet of Drones Performing Monitoring Missions—0
Solve Traveling Salesman Problem by Monte Carlo Tree Search and Deep Neural Network—0
An Optimal Control Theory for the Traveling Salesman Problem and Its Variants—0
Approximation Algorithms for Multi-Robot Patrol-Scheduling with Min-Max Latency—0
Insights on Training Neural Networks for QUBO Tasks—0
gBeam-ACO: a greedy and faster variant of Beam-ACO—0
COEBA: A Coevolutionary Bat Algorithm for Discrete Evolutionary Multitasking—0
Multifactorial Cellular Genetic Algorithm (MFCGA): Algorithmic Design, Performance Comparison and Genetic Transferability Analysis—0
Generalized Nested Rollout Policy Adaptation—0
It's Not What Machines Can Learn, It's What We Cannot Teach—0
A Non-Dominated Sorting Based Customized Random-Key Genetic Algorithm for the Bi-Objective Traveling Thief ProblemCode0
WiSM: Windowing Surrogate Model for Evaluation of Curvature-Constrained Tours with Dubins vehicle—0
Implementing a GPU-based parallel MAX-MIN Ant SystemCode0
New mechanism of combination crossover operators in genetic algorithm for solving the traveling salesman problem—0
Multi-objectivization Inspired Metaheuristics for the Sum-of-the-Parts Combinatorial Optimization Problems—0
Solving Optimization Problems through Fully Convolutional Networks: an Application to the Travelling Salesman Problem—0
Comparing Greedy Constructive Heuristic Subtour Elimination Methods for the Traveling Salesman Problem—0
DeepSimplex: Reinforcement Learning of Pivot Rules Improves the Efficiency of Simplex Algorithm in Solving Linear Programming Problems—0
A Graph Neural Network Assisted Monte Carlo Tree Search Approach to Traveling Salesman Problem—0
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