Optimizing Disaster Response: A Systematic Review of Time-Dependent Cumulative Vehicle Routing in Humanitarian Logistics

Authors

  • Dedy Hartama STIKOM Tunas Bangsa
  • Wanayumini Wanayumini Universitas Asahan
  • Irfan Sudahri Damanik STIKOM Tunas Bangsa

DOI:

https://doi.org/10.26555/jiteki.v10i3.29686

Keywords:

Time-Dependent Cumulative Vehicle Routing Problem (TDCVRP, Humanitarian logistics, Disaster response, Optimization models, Vehicle Routing Problems (VRP)

Abstract

Effective delivery of aid during disasters is crucial for mitigating impacts and ensuring well-being. A major challenge in humanitarian logistics is optimizing vehicle routing to maximize efficiency and minimize delivery times. which included 50 studies published between 2012 and 2022. We used the prism method to guide the process of choosing a study, which started from 200 Abstract which is identified and ends with 50 appropriate studies for in -depth analysis. This systematic literature review (SLR) examines the Time-Dependent Cumulative Vehicle Routing Problem (TDCVRP) in humanitarian logistics, identifying VRP variants, their applications, and effectiveness in disaster scenarios. Using a comprehensive search and PRISMA guidelines, the review highlights the importance of optimization models and advanced algorithms. Applications include aid delivery, evacuation management, and facility location optimization, though challenges like computational complexity and reliance on real-time data persist. The review identifies research gaps and suggests future research should focus on integrating advanced methods and improving practical applicability in disaster responses.

References

Z. A. Mani, M. A. S. Sultan, V. Plummer, and K. Goniewicz, “Navigating Interoperability in Disaster Management: Insights of Current Trends and Challenges in Saudi Arabia,” Int. J. Disaster Risk Sci., vol. 14, no. 6, pp. 873–885, 2023, doi: 10.1007/s13753-023-00528-4.

R. C. Bonfanti, B. Oberti, E. Ravazzoli, A. Rinaldi, S. Ruggieri, and A. Schimmenti, “The Role of Trust in Disaster Risk Reduction: A Critical Review,” Int. J. Environ. Res. Public Health, vol. 21, no. 1, 2024, doi: 10.3390/ijerph21010029.

E. J. Raker, M. C. Arcaya, S. R. Lowe, M. Zacher, J. Rhodes, and M. C. Waters, “Mitigating health disparities after natural disasters: Lessons from the risk project,” Health Aff., vol. 39, no. 12, pp. 2128–2135, 2020, doi: 10.1377/hlthaff.2020.01161.

S. Jain, M. L. Meena, V. Kumar, and P. K. Detwal, “Route Optimization as an Aspect of Humanitarian Logistics: Delineating Existing Literature from 2011 to 2022,” in Intelligent Manufacturing Systems in Industry 4.0, B. B. V. L. Deepak, M. V. A. R. Bahubalendruni, D. R. K. Parhi, and B. B. Biswal, Eds., Singapore: Springer Nature Singapore, 2023, pp. 647–661.

A. Sadeghi, F. Aros-Vera, H. Mosadegh, and R. YounesSinaki, “Social cost-vehicle routing problem and its application to the delivery of water in post-disaster humanitarian logistics,” Transp. Res. Part E Logist. Transp. Rev., vol. 176, p. 103189, 2023, doi: https://doi.org/10.1016/j.tre.2023.103189.

O. Rodríguez-Espíndola et al., “Humanitarian logistics optimization models: An investigation of decision-maker involvement and directions to promote implementation,” Socioecon. Plann. Sci., vol. 89, no. May, 2023, doi: 10.1016/j.seps.2023.101669.

H. Li, J. Zhou, and K. Xu, “Evolution of Green Vehicle Routing Problem: A Bibliometric and Visualized Review,” Sustainability, vol. 15, no. 23, p. 16149, 2023, doi: 10.3390/su152316149.

K. Sar and P. Ghadimi, “A systematic literature review of the vehicle routing problem in reverse logistics operations,” Comput. Ind. Eng., vol. 177, no. January 2022, p. 109011, 2023, doi: 10.1016/j.cie.2023.109011.

K. Corona-Gutiérrez, S. Nucamendi-Guillén, and E. Lalla-Ruiz, “Vehicle routing with cumulative objectives: A state of the art and analysis,” Comput. Ind. Eng., vol. 169, no. February, 2022, doi: 10.1016/j.cie.2022.108054.

B. Ma, D. Hu, Y. Wang, Q. Sun, L. He, and X. Chen, “Time-dependent Vehicle Routing Problem with Departure Time and Speed Optimization for Shared Autonomous Electric Vehicle Service,” Appl. Math. Model., vol. 113, pp. 333–357, 2023, doi: https://doi.org/10.1016/j.apm.2022.09.020.

M. N. Kritikos, T. Metzidakis, and G. Ioannou, “The cumulative vehicle routing problem with arc time windows,” Expert Syst. Appl., vol. 240, p. 122447, 2024, doi: https://doi.org/10.1016/j.eswa.2023.122447.

C. Liu, G. Kou, X. Zhou, Y. Peng, H. Sheng, and F. E. Alsaadi, “Time-dependent vehicle routing problem with time windows of city logistics with a congestion avoidance approach,” Knowledge-Based Syst., vol. 188, p. 104813, 2020, doi: https://doi.org/10.1016/j.knosys.2019.06.021.

D. Wu, J. Li, J. Cui, and D. Hu, “Research on the Time-Dependent Vehicle Routing Problem for Fresh Agricultural Products Based on Customer Value,” Agric., vol. 13, no. 3, 2023, doi: 10.3390/agriculture13030681.

K. Guo, S. Hu, H. Zhu, and W. Tan, “Industrial information integration method to vehicle routing optimization using grey target decision,” J. Ind. Inf. Integr., vol. 27, p. 100336, 2022, doi: https://doi.org/10.1016/j.jii.2022.100336.

Á. Tóth, A. Suta, J. Pimentel, and A. Argoti, “A comprehensive, semi-automated systematic literature review (SLR) design: Application to P-graph research with a focus on sustainability,” J. Clean. Prod., vol. 415, no. May, 2023, doi: 10.1016/j.jclepro.2023.137741.

N. Jahan, S. Naveed, M. Zeshan, and M. A. Tahir, “How to Conduct a Systematic Review: A Narrative Literature Review,” Cureus, vol. 8, no. 11, 2016, doi: 10.7759/cureus.864.

D. Moher, A. Liberati, J. Tetzlaff, and D. G. Altman, “Preferred reporting items for systematic reviews and meta-analyses: The PRISMA statement,” Int. J. Surg., vol. 8, no. 5, pp. 336–341, 2010, doi: 10.1016/j.ijsu.2010.02.007.

M. J. Page et al., “The PRISMA 2020 statement: an updated guideline for reporting systematic reviews.,” BMJ, vol. 372, p. n71, Mar. 2021, doi: 10.1136/bmj.n71.

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Published

2024-09-27

How to Cite

[1]
D. Hartama, W. Wanayumini, and I. S. Damanik, “Optimizing Disaster Response: A Systematic Review of Time-Dependent Cumulative Vehicle Routing in Humanitarian Logistics”, J. Ilm. Tek. Elektro Komput. Dan Inform, vol. 10, no. 3, pp. 625–638, Sep. 2024.

Issue

Vol. 10 No. 3 (2024): September

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Articles

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Copyright (c) 2024 Dedy Hartama, W Wanayumini, Irfan Sudahri Damanik

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