A comprehensive survey on the Multiple Traveling Salesman Problem: Applications, approaches and taxonomy

被引:186
作者
Cheikhrouhou, Omar [1 ]
Khoufi, Ines [2 ,3 ]
机构
[1] Taif Univ, Coll CIT, POB 11099, At Taif 21944, Saudi Arabia
[2] Inst Polytech Paris, Telecom SudParis, SAMOVAR, Paris, France
[3] Univ Sfax, CES Lab, Sfax, Tunisia
关键词
The Multiple Traveling Salesman Problem; MTSP; MTSP applications; MTSP variants; Taxonomy; Approaches; Robots; UAVs; VEHICLE-ROUTING PROBLEMS; ANT COLONY OPTIMIZATION; TIME-WINDOW; HIERARCHY PROCESS; DATA-COLLECTION; ALGORITHM; DEPOT; CAPACITY; DRONES; SOLVE;
D O I
10.1016/j.cosrev.2021.100369
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
The Multiple Traveling 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. (C) 2021 Elsevier Inc. All rights reserved.
引用
收藏
页数:19
相关论文
共 85 条
[1]   Comparative study of crossover operators for the MTSP [J].
Al-Omeer, Maha Ata ;
Ahmed, Zakir Hussain .
2019 INTERNATIONAL CONFERENCE ON COMPUTER AND INFORMATION SCIENCES (ICCIS), 2019, :173-178
[2]  
[Anonymous], 2016 IEEE 35 INT PER
[3]  
[Anonymous], NTR
[4]   PSO-based Dynamic Distributed Algorithm for Automatic Task Clustering in a Robotic Swarm [J].
Asma, Ayari ;
Sadok, Bouamama .
KNOWLEDGE-BASED AND INTELLIGENT INFORMATION & ENGINEERING SYSTEMS (KES 2019), 2019, 159 :1103-1112
[5]  
Ayari A., ASSEMBLY AUTOM
[6]  
Barroca C., 2018, PROC 16 INT C INTELL, P1, DOI DOI 10.1109/ITST.2018.8566956
[7]   The multiple traveling salesman problem: an overview of formulations and solution procedures [J].
Bektas, T .
OMEGA-INTERNATIONAL JOURNAL OF MANAGEMENT SCIENCE, 2006, 34 (03) :209-219
[8]  
Bolanos R. I., 2015, DECISION SCI LETT, V4, P559, DOI [DOI 10.5267/J.DSL.2015.5.003, 10.5267/j.dsl.2015.5.003]
[9]   The vehicle routing problem: State of the art classification and review [J].
Braekers, Kris ;
Ramaekers, Katrien ;
Van Nieuwenhuyse, Inneke .
COMPUTERS & INDUSTRIAL ENGINEERING, 2016, 99 :300-313
[10]   A Cloud Based Disaster Management System [J].
Cheikhrouhou, Omar ;
Koubaa, Anis ;
Zarrad, Anis .
JOURNAL OF SENSOR AND ACTUATOR NETWORKS, 2020, 9 (01)