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A Layer-Based Relaxation Approach for Service Network Design

Author

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  • Xudong Diao

    (Institute of Intelligence Science and Engineering, Shenzhen Polytechnic, Shenzhen 518055, China)

  • Ai Gao

    (School of Information and Control Engineering, Liaoning Petrochemical University, Fushun 113001, China)

  • Xin Jin

    (School of Information and Control Engineering, Liaoning Petrochemical University, Fushun 113001, China)

  • Hui Chen

    (Shenzhen Institute of Information Technology, Shenzhen 518172, China)

Abstract

Service-network design in transportation applications has attracted much scientific attention due to the rapid growth of online shopping. Practical service-network planning tools could help express service providers in minimizing the total cost while improving service levels. Efficient service network design is a requirement for sustainable logistical development. Express delivery has substantial negative environmental impacts, and service network design minimizes the environmental impact by reducing energy consumption costs. This paper addresses the service network design problem, which integrates a heterogeneous fleet of vehicles for vehicle dispatching in a consolidation-based time–space network to reflect the express service scenarios. Due to the NP-hard nature of this problem, we designed a layer-based relaxation algorithm to solve large-scale applications. The relaxation method relaxes and fixes the network structure on a layer-by-layer basis, and the computational experience confirms the effectiveness and efficiency of the relaxation algorithm. The solution time and quality are both improved significantly.

Suggested Citation

  • Xudong Diao & Ai Gao & Xin Jin & Hui Chen, 2022. "A Layer-Based Relaxation Approach for Service Network Design," Sustainability, MDPI, vol. 14(20), pages 1-13, October.
    • Handle: RePEc:gam:jsusta:v:14:y:2022:i:20:p:13143-:d:941307
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    References listed on IDEAS

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