A Comprehensive Survey on the Multiple Travelling Salesman Problem: Applications, Approaches and Taxonomy
Not on the map. Why?
Abstract (arXiv)
The Multiple Travelling Salesman Problem (MTSP) is among the most interesting combinatorial optimization problems because it is widely adopted in real-life applications, including robotics, transportation, networking, etc. Although the importance of this optimization problem, there is no survey dedicated to reviewing recent MTSP contributions. In this paper, we aim to fill this gap by providing a comprehensive review of existing studies on MTSP. In this survey, we focus on MTSP's recent contributions to both classical vehicles/robots and unmanned aerial vehicles. We highlight the approaches applied to solve the MTSP as well as its application domains. We analyze the MTSP variants and propose a taxonomy and a classification of recent studies.
Key facts. Cited by 13 papers in the map (data through 7 Oct 2026). First posted on arXiv 25 Feb 2021.
Builds on
No reference list yet.
Built on by
Citing papers per year: 2022: 3; 2023: 5; 2024: 4; 2025: 1.
13 papers.
Sort:
By area:
- 2024Visual Reasoning and Multi-Agent Approach in Multimodal Large Language Models (MLLMs): Solving TSP and mTSP Combinatorial Challengescited by 21
- 2023Equity-Transformer: Solving NP-hard Min-Max Routing Problems as Sequential Generation with Equity Contextcited by 16
- 2023Mixed Integer Programming for Time-Optimal Multi-Robot Coverage Path Planning with Efficient Heuristicscited by 4
- 2024iMTSP: Solving Min-Max Multiple Traveling Salesman Problem with Imperative Learningcited by 4
- 2025An Efficient Ground-aerial Transportation System for Pest Control Enabled by AI-based Autonomous Nano-UAVscited by 4
- 2023Predicting Drivers' Route Trajectories in Last-Mile Delivery Using A Pair-wise Attention-based Pointer Neural Networkcited by 3
- 2024QOPTLib: a Quantum Computing Oriented Benchmark for Combinatorial Optimization Problemscited by 3
- 2022An Effective Iterated Two-stage Heuristic Algorithm for the Multiple Traveling Salesmen Problemcited by 1
- 2022Multi-objective Pointer Network for Combinatorial Optimizationcited by 1
- 2022Task Allocation using a Team of Robotscited by 1
- 2023Multi-Tour Set Traveling Salesman Problem in Planning Power Transmission Line Inspectioncited by 1
- 2023Vehicle Fault-Tolerant Robust Power Transmission Line Inspection Planningcited by 0
- 2025An Efficient Ground-aerial Transportation System for Pest Control Enabled by AI-based Autonomous Nano-UAVs20 Feb 2025
- 2024Visual Reasoning and Multi-Agent Approach in Multimodal Large Language Models (MLLMs): Solving TSP and mTSP Combinatorial Challenges26 Jun 2024
- 2024iMTSP: Solving Min-Max Multiple Traveling Salesman Problem with Imperative Learning1 May 2024
- 2024QOPTLib: a Quantum Computing Oriented Benchmark for Combinatorial Optimization Problems24 Apr 2024
- 2024Data-CUBE: Data Curriculum for Instruction-based Sentence Representation Learning7 Jan 2024
- 2023Mixed Integer Programming for Time-Optimal Multi-Robot Coverage Path Planning with Efficient Heuristics30 Jun 2023
- 2023Equity-Transformer: Solving NP-hard Min-Max Routing Problems as Sequential Generation with Equity Context5 Jun 2023
- 2023Multi-Tour Set Traveling Salesman Problem in Planning Power Transmission Line Inspection2 Feb 2023
- 2023Vehicle Fault-Tolerant Robust Power Transmission Line Inspection Planning2 Feb 2023
- 2023Predicting Drivers' Route Trajectories in Last-Mile Delivery Using A Pair-wise Attention-based Pointer Neural Network10 Jan 2023
- 2022Task Allocation using a Team of Robots20 Jul 2022
- 2022Multi-objective Pointer Network for Combinatorial Optimization25 Apr 2022
- 2023Equity-Transformer: Solving NP-hard Min-Max Routing Problems as Sequential Generation with Equity Contextcited by 16
- 2023Mixed Integer Programming for Time-Optimal Multi-Robot Coverage Path Planning with Efficient Heuristicscited by 4
- 2024iMTSP: Solving Min-Max Multiple Traveling Salesman Problem with Imperative Learningcited by 4
- 2025An Efficient Ground-aerial Transportation System for Pest Control Enabled by AI-based Autonomous Nano-UAVscited by 4
- 2023Predicting Drivers' Route Trajectories in Last-Mile Delivery Using A Pair-wise Attention-based Pointer Neural Networkcited by 3
- 2024QOPTLib: a Quantum Computing Oriented Benchmark for Combinatorial Optimization Problemscited by 3
- 2022An Effective Iterated Two-stage Heuristic Algorithm for the Multiple Traveling Salesmen Problemcited by 1
- 2022Multi-objective Pointer Network for Combinatorial Optimizationcited by 1
- 2022Task Allocation using a Team of Robotscited by 1
- 2023Multi-Tour Set Traveling Salesman Problem in Planning Power Transmission Line Inspectioncited by 1
- 2023Vehicle Fault-Tolerant Robust Power Transmission Line Inspection Planningcited by 0
- 2024Data-CUBE: Data Curriculum for Instruction-based Sentence Representation Learningcited by 0
- 2025An Efficient Ground-aerial Transportation System for Pest Control Enabled by AI-based Autonomous Nano-UAVs20 Feb 2025
- 2024iMTSP: Solving Min-Max Multiple Traveling Salesman Problem with Imperative Learning1 May 2024
- 2024QOPTLib: a Quantum Computing Oriented Benchmark for Combinatorial Optimization Problems24 Apr 2024
- 2024Data-CUBE: Data Curriculum for Instruction-based Sentence Representation Learning7 Jan 2024
- 2023Mixed Integer Programming for Time-Optimal Multi-Robot Coverage Path Planning with Efficient Heuristics30 Jun 2023
- 2023Equity-Transformer: Solving NP-hard Min-Max Routing Problems as Sequential Generation with Equity Context5 Jun 2023
- 2023Multi-Tour Set Traveling Salesman Problem in Planning Power Transmission Line Inspection2 Feb 2023
- 2023Vehicle Fault-Tolerant Robust Power Transmission Line Inspection Planning2 Feb 2023
- 2023Predicting Drivers' Route Trajectories in Last-Mile Delivery Using A Pair-wise Attention-based Pointer Neural Network10 Jan 2023
- 2022Task Allocation using a Team of Robots20 Jul 2022
- 2022Multi-objective Pointer Network for Combinatorial Optimization25 Apr 2022
- 2022An Effective Iterated Two-stage Heuristic Algorithm for the Multiple Traveling Salesmen Problem24 Jan 2022