IDEAS home Printed from https://ideas.repec.org/a/gam/jmathe/v12y2024i2p348-d1323491.html
   My bibliography  Save this article

Sustainable Rail/Road Unimodal Transportation of Bulk Cargo in Zambia: A Review of Algorithm-Based Optimization Techniques

Author

Listed:
  • Fines Miyoba

    (Department of Electrical Engineering, Copperbelt University, Kitwe 10101, Zambia)

  • Egbert Mujuni

    (Department of Mathematics, University of Dar-es-Salaam, Dar-es-Salaam 16101, Tanzania)

  • Musa Ndiaye

    (Department of Electrical Engineering, Copperbelt University, Kitwe 10101, Zambia)

  • Hastings M. Libati

    (Department of Electrical Engineering, Copperbelt University, Kitwe 10101, Zambia)

  • Adnan M. Abu-Mahfouz

    (Council for Scientific and Industrial Research, Pretoria 0083, South Africa
    Department of Electrical and Electronic Engineering Science, University of Johannesburg, Johannesburg 2006, South Africa)

Abstract

Modern rail/road transportation systems are critical to global travel and commercial transportation. The improvement of transport systems that are needed for efficient cargo movements possesses further challenges. For instance, diesel-powered trucks and goods trains are widely used in long-haul unimodal transportation of heavy cargo in most landlocked and developing countries, a situation that leads to concerns of greenhouse gases (GHGs) such as carbon dioxide coming from diesel fuel combustion. In this context, it is critical to understand aspects such as the use of some parameters, variables and constraints in the formulation of mathematical models, optimization techniques and algorithms that directly contribute to sustainable transportation solutions. In seeking sustainable solutions to the bulk cargo long-haul transportation problems in Zambia, we conduct a systematic review of various transportation modes and related mathematical models, and optimization approaches. In this paper, we provide an updated survey of various transport models for bulk cargo and their associated optimized combinations. We identify key research challenges and notable issues to be considered for further studies in transport system optimization, especially when dealing with long-haul unimodal or single-mode heavy cargo movement in countries that are yet to implement intermodal and multimodal systems.

Suggested Citation

  • Fines Miyoba & Egbert Mujuni & Musa Ndiaye & Hastings M. Libati & Adnan M. Abu-Mahfouz, 2024. "Sustainable Rail/Road Unimodal Transportation of Bulk Cargo in Zambia: A Review of Algorithm-Based Optimization Techniques," Mathematics, MDPI, vol. 12(2), pages 1-19, January.
    • Handle: RePEc:gam:jmathe:v:12:y:2024:i:2:p:348-:d:1323491
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2227-7390/12/2/348/pdf
    Download Restriction: no
    File URL: https://www.mdpi.com/2227-7390/12/2/348/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Mourad, Abood & Puchinger, Jakob & Chu, Chengbin, 2019. "A survey of models and algorithms for optimizing shared mobility," Transportation Research Part B: Methodological, Elsevier, vol. 123(C), pages 323-346.
    2. Ocotlán Díaz-Parra & Jorge A. Ruiz-Vanoye & Beatriz Bernábe Loranca & Alejandro Fuentes-Penna & Ricardo A. Barrera-Cámara, 2014. "A Survey of Transportation Problems," Journal of Applied Mathematics, Hindawi, vol. 2014, pages 1-17, March.
    3. Pei Liu & Dong Mu & Daqing Gong, 2017. "Eliminating Overload Trucking via a Modal Shift to Achieve Intercity Freight Sustainability: A System Dynamics Approach," Sustainability, MDPI, vol. 9(3), pages 1-24, March.
    4. Archetti, Claudia & Peirano, Lorenzo & Speranza, M. Grazia, 2022. "Optimization in multimodal freight transportation problems: A Survey," European Journal of Operational Research, Elsevier, vol. 299(1), pages 1-20.
    5. Yan Sun & Maoxiang Lang, 2015. "Modeling the Multicommodity Multimodal Routing Problem with Schedule-Based Services and Carbon Dioxide Emission Costs," Mathematical Problems in Engineering, Hindawi, vol. 2015, pages 1-21, December.
    6. Verônica Ghisolfi & Glaydston Mattos Ribeiro & Gisele de Lorena Diniz Chaves & Rômulo Dante Orrico Filho & Ivone Catarina Simões Hoffmann & Leonardo Roberto Perim, 2019. "Evaluating Impacts of Overweight in Road Freight Transportation: A Case Study in Brazil with System Dynamics," Sustainability, MDPI, vol. 11(11), pages 1-35, June.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Verônica Ghisolfi & Lóránt Antal Tavasszy & Gonçalo Homem de Almeida Correia & Gisele de Lorena Diniz Chaves & Glaydston Mattos Ribeiro, 2022. "Freight Transport Decarbonization: A Systematic Literature Review of System Dynamics Models," Sustainability, MDPI, vol. 14(6), pages 1-30, March.
    2. Yan Sun & Maoxiang Lang & Danzhu Wang, 2016. "Bi-Objective Modelling for Hazardous Materials Road–Rail Multimodal Routing Problem with Railway Schedule-Based Space–Time Constraints," IJERPH, MDPI, vol. 13(8), pages 1-31, July.
    3. Zhang, Haoran & Chen, Jinyu & Li, Wenjing & Song, Xuan & Shibasaki, Ryosuke, 2020. "Mobile phone GPS data in urban ride-sharing: An assessment method for emission reduction potential," Applied Energy, Elsevier, vol. 269(C).
    4. Horner, Hannah & Pazour, Jennifer & Mitchell, John E., 2021. "Optimizing driver menus under stochastic selection behavior for ridesharing and crowdsourced delivery," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 153(C).
    5. Lee, Enoch & Cen, Xuekai & Lo, Hong K., 2022. "Scheduling zonal-based flexible bus service under dynamic stochastic demand and Time-dependent travel time," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 168(C).
    6. Tu, Renfu & Jiao, Yingqi & Qiu, Rui & Liao, Qi & Xu, Ning & Du, Jian & Liang, Yongtu, 2023. "Energy saving and consumption reduction in the transportation of petroleum products: A pipeline pricing optimization perspective," Applied Energy, Elsevier, vol. 342(C).
    7. Fehn, Fabian & Engelhardt, Roman & Dandl, Florian & Bogenberger, Klaus & Busch, Fritz, 2023. "Integrating parcel deliveries into a ride-pooling service—An agent-based simulation study," Transportation Research Part A: Policy and Practice, Elsevier, vol. 169(C).
    8. Hyland, Michael & Mahmassani, Hani S., 2020. "Operational benefits and challenges of shared-ride automated mobility-on-demand services," Transportation Research Part A: Policy and Practice, Elsevier, vol. 134(C), pages 251-270.
    9. Wang, Jing-Peng & Ban, Xuegang (Jeff) & Huang, Hai-Jun, 2019. "Dynamic ridesharing with variable-ratio charging-compensation scheme for morning commute," Transportation Research Part B: Methodological, Elsevier, vol. 122(C), pages 390-415.
    10. Li, Yuanyuan & Liu, Yang, 2021. "Optimizing flexible one-to-two matching in ride-hailing systems with boundedly rational users," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 150(C).
    11. Shenle Pan & Ray Zhong & Ting Qu, 2019. "Smart product-service systems in interoperable logistics: Design and implementation prospects," Post-Print hal-02316272, HAL.
    12. Alnaggar, Aliaa & Gzara, Fatma & Bookbinder, James H., 2021. "Crowdsourced delivery: A review of platforms and academic literature," Omega, Elsevier, vol. 98(C).
    13. Yan, Pengyu & Lee, Chung-Yee & Chu, Chengbin & Chen, Cynthia & Luo, Zhiqin, 2021. "Matching and pricing in ride-sharing: Optimality, stability, and financial sustainability," Omega, Elsevier, vol. 102(C).
    14. Romero-Silva, Rodrigo & de Leeuw, Sander, 2021. "Learning from the past to shape the future: A comprehensive text mining analysis of OR/MS reviews," Omega, Elsevier, vol. 100(C).
    15. Qi, Yingxiu & Harrod, Steven & Psaraftis, Harilaos N. & Lang, Maoxiang, 2022. "Transport service selection and routing with carbon emissions and inventory costs consideration in the context of the Belt and Road Initiative," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 159(C).
    16. Liqiao Wang & Peter Wells, 2021. "Regime Confluence in Automobile Industry Transformation: Boundary Dissolution and Network Reintegration via CASE Vehicles," Energies, MDPI, vol. 14(4), pages 1-18, February.
    17. Verônica Ghisolfi & Glaydston Mattos Ribeiro & Gisele de Lorena Diniz Chaves & Rômulo Dante Orrico Filho & Ivone Catarina Simões Hoffmann & Leonardo Roberto Perim, 2019. "Evaluating Impacts of Overweight in Road Freight Transportation: A Case Study in Brazil with System Dynamics," Sustainability, MDPI, vol. 11(11), pages 1-35, June.
    18. Kurtuluş, Ercan & Çetin, İsmail Bilge, 2020. "Analysis of modal shift potential towards intermodal transportation in short-distance inland container transport," Transport Policy, Elsevier, vol. 89(C), pages 24-37.
    19. Ali A. Hatoum & Jamal M. Khatib & Firas Barraj & Adel Elkordi, 2022. "Survival Analysis for Asphalt Pavement Performance and Assessment of Various Factors Affecting Fatigue Cracking Based on LTPP Data," Sustainability, MDPI, vol. 14(19), pages 1-22, September.
    20. Omar Rifki, 2024. "Autonomous Ride-Sharing Service Using Graph Embedding and Dial-a-Ride Problem: Application to the Last-Mile Transit in Lyon City," Mathematics, MDPI, vol. 12(4), pages 1-17, February.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:gam:jmathe:v:12:y:2024:i:2:p:348-:d:1323491. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.