DOI QR코드

DOI QR Code

Optimization of Multi-Vehicle Delivery using Sweep Algorithm and Common Area Double Reassignment

Sweep해법 및 공동구역 2차 재할당에 의한 복수차량 배송 최적화 연구

  • Park, Sungmee (Department of Industrial and Management Systems Engineering, Dong-A University) ;
  • Moon, Geeju (Department of Industrial and Management Systems Engineering, Dong-A University)
  • 박성미 (동아대학교 산업경영공학과) ;
  • 문기주 (동아대학교 산업경영공학과)
  • Received : 2014.02.25
  • Accepted : 2014.03.11
  • Published : 2014.03.31

Abstract

An efficient heuristic for two-vehicle-one-depot problems is developed in this research. Vehicle moving speeds are various along hour based time intervals due to traffic jams of rush hours. Two different heuristics are examined. One is that the delivery area assignment is made using Sweep algorithm for two vehicles by splitting the whole area in half to equally divide all delivery points. The other is using common area by leaving unassigned area between the assigned for two vehicles. The common area is reassigned by two stages to balance the completion time of two vehicle's delivery. The heuristic with common area performed better than the other due to various vehicle moving speeds and traffic jams.

Keywords

References

  1. Ahn, B.H. and Shin, J.Y., Vehicle-routing with time windows and time-varying congestion. The Journal of the Operational Research Society, 1991, Vol. 42, No. 5, p 393-400. https://doi.org/10.1057/jors.1991.81
  2. Baker, B.M. and Ayechew, M.A., A genetic algorithm for the vehicle routing problem. Computers and Operations Research, 2003, Vol. 30, No. 5, p 787-800. https://doi.org/10.1016/S0305-0548(02)00051-5
  3. Barreto, S., Ferreira, C., Paixao, J., and Santos, B.S., Using clustering analysis in a capacitated location-routing problem. European Journal of Operational Research, 2007, Vol. 179, No. 3, p 968-977. https://doi.org/10.1016/j.ejor.2005.06.074
  4. Cordeau, J.-F., Gendreau, M., and Laporte, G., A tabu search heuristic for periodic and multi-depot vehicle routing problems. Networks, 1997, Vol. 30, No. 2, p 105-119. https://doi.org/10.1002/(SICI)1097-0037(199709)30:2<105::AID-NET5>3.0.CO;2-G
  5. Gillett, B. and Miller, L., A heuristic algorithm for the vehicle-dispatch problem. Operations research, 1974, Vol. 22, No. 2, p 340-349. https://doi.org/10.1287/opre.22.2.340
  6. Hill, A.V. and Benton, W.C., Modelling intra-city timedependent travel speeds for vehicle scheduling problems. The journal of the Operational Research Society, 1992, Vol. 43, No. 4, p 343-351. https://doi.org/10.1057/jors.1992.49
  7. Ichoua, S., Gendreau, M., and Potvin, J.-Y., Vehicle dispatching with time-dependent travel times. European Journal of Operational Research, 2003, Vol. 144, p 379-396. https://doi.org/10.1016/S0377-2217(02)00147-9
  8. Jo, H.S. and Sim, J.I., 2004 Traffic Congestion Cost Analysis. KOTI, 2006, p 137-144.
  9. Kang, B.G., Strategy direction to build a strong country in global logistics. Monthly KOTI Magazine on Transport, 2012, Vol. 176, p 2-3.
  10. Kuo, Y., Wang, C.C., and Chuang, P.Y., Optimizing goods assignment and the vehicle routing problem with time-dependent travel speeds. Computers and Industrial Engineering, 2009, Vol. 57, p 1385-1392. https://doi.org/10.1016/j.cie.2009.07.006
  11. Malandraki, C. and Daskin., M.S., Time dependent vehicle routing problems: Formulations, properties and heuristic algorithms. Transportation Science, 1992, Vol. 26, No. 3, p 185-200. https://doi.org/10.1287/trsc.26.3.185
  12. Malandraki, C. and Dial, R.B., A restricted dynamic programming heuristic algorithm for the time dependent traveling salesman problem. European Journal of Operational Research, 1996, Vol. 90, p 45-55. https://doi.org/10.1016/0377-2217(94)00299-1
  13. Moon, G. and Park, S., Analysis and Reconstruction of Vehicle Speeds to Design an Efficient Time Dependent VRP Heuristic. Journal of the Society of Korea Industrial and Systems Engineering, 2012, Vol. 35, No. 1, p 140-147.
  14. Moon, G. and Park, S., A Possible Heuristic for Variable Speed Vehicle Routing Problem with 4 Time Zone. Journal of the Society of Korea Industrial and Systems Engineering, 2012, Vol. 35, No. 4, p 171-178. https://doi.org/10.11627/jkise.2012.35.4.171
  15. Park, S. and Moon, G., Optimization of Delivery Route for Multi-Vehicle under Time Various and Unsymmeterical Forward and Backward Vehicle Moving Speed. Journal of the Society of Korea Industrial and Systems Engineering, 2013, Vol. 36, No. 4, p 138-145. https://doi.org/10.11627/jkise.2013.36.4.138