On the Dubins Traveling Salesman Problem

被引:105
|
作者
Jerome Le Ny [1 ]
Feron, Eric [2 ]
Frazzoli, Emilio [3 ,4 ]
机构
[1] Univ Penn, Dept Elect & Syst Engn, Philadelphia, PA 19104 USA
[2] Georgia Inst Technol, Sch Aerosp Engn, Atlanta, GA 30332 USA
[3] MIT, Dept Aeronaut & Astronaut, Cambridge, MA 02139 USA
[4] MIT, Lab Informat & Decis Syst, Cambridge, MA 02139 USA
关键词
Algorithms; motion planning; traveling salesman problem (TSP); unmanned aerial vehicles (UAVs); SALESPERSON PROBLEMS; ALGORITHMS; CURVATURE;
D O I
10.1109/TAC.2011.2166311
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
We study the traveling salesman problem for a Dubins vehicle. We prove that this problem is NP-hard, and provide lower bounds on the approximation ratio achievable by some recently proposed heuristics. We also describe new algorithms for this problem based on heading discretization, and evaluate their performance numerically.
引用
收藏
页码:265 / 270
页数:7
相关论文
共 50 条
  • [1] On the Dubins Traveling Salesman Problem with Neighborhoods
    Vana, Petr
    Faigl, Jan
    [J]. 2015 IEEE/RSJ INTERNATIONAL CONFERENCE ON INTELLIGENT ROBOTS AND SYSTEMS (IROS), 2015, : 4029 - 4034
  • [2] On the discretized Dubins Traveling Salesman Problem
    Cohen, Izack
    Epstein, Chen
    Shima, Tal
    [J]. IISE TRANSACTIONS, 2017, 49 (02) : 238 - 254
  • [3] Genetic Algorithm for the Dubins Traveling Salesman Problem
    Yu, Xin
    Hung, John Y.
    [J]. 2012 IEEE INTERNATIONAL SYMPOSIUM ON INDUSTRIAL ELECTRONICS (ISIE), 2012, : 1256 - 1261
  • [4] An Orientation Assignment Heuristic to the Dubins Traveling Salesman Problem
    Macharet, Douglas G.
    Campos, Mario F. M.
    [J]. ADVANCES IN ARTIFICIAL INTELLIGENCE (IBERAMIA 2014), 2014, 8864 : 457 - 468
  • [5] Adescent method for the Dubins traveling salesman problem with neighborhoods
    Chen, Zheng
    Sun, Chen-hao
    Shao, Xue-ming
    Zhao, Wen-jie
    [J]. FRONTIERS OF INFORMATION TECHNOLOGY & ELECTRONIC ENGINEERING, 2021, 22 (05) : 732 - 740
  • [6] New heuristic algorithms for the Dubins traveling salesman problem
    Babel, Luitpold
    [J]. JOURNAL OF HEURISTICS, 2020, 26 (04) : 503 - 530
  • [7] New heuristic algorithms for the Dubins traveling salesman problem
    Luitpold Babel
    [J]. Journal of Heuristics, 2020, 26 : 503 - 530
  • [8] An Evolutionary Approach for the Dubins' Traveling Salesman Problem with Neighborhoods
    Macharet, Douglas G.
    Neto, Armando Alves
    da Camara Neto, Vilar F.
    Campos, Mario F. M.
    [J]. PROCEEDINGS OF THE FOURTEENTH INTERNATIONAL CONFERENCE ON GENETIC AND EVOLUTIONARY COMPUTATION CONFERENCE, 2012, : 377 - 384
  • [9] Heuristics and Learning Models for Dubins MinMax Traveling Salesman Problem
    Nayak, Abhishek
    Rathinam, Sivakumar
    [J]. SENSORS, 2023, 23 (14)
  • [10] Enhancements to Patrolling Operations based on Dubins' Traveling Salesman Problem
    Ghadiry, Walaaeldin
    Habibi, Lalal
    Aghdam, Amir G.
    Zhang, Youmin M.
    [J]. 2016 WORLD AUTOMATION CONGRESS (WAC), 2016,