Highlights Explore how mobile phone location data are applied to capture disaster information. Link pre-positioning and real-time response operations for integrated optimization. Propose a preparedness-response two-stage integrated stochastic programming model. Provide management insight on mobile phone location data in disaster relief field.

    Abstract Uncertainty of disaster information severely hinders efficiency of disaster relief operations. This paper explores how mobile phone location data are applied to capture rapidly accurate disaster information and proposes a preparedness-response two-stage scenario-based stochastic programming model with mobile phone location data for integrated pre-positioning and real-time response operation optimization. The Dantzig-Wolfe decomposition approach based on Lagrange duality and branch-and-bound algorithm are adopted to solve this model. The applicability of the model is proved via a real-world case study on the Haiti earthquake. Numerical experiments are performed to offer important managerial implications and insights in disaster management, especially for large-scale disasters.


    Zugriff

    Zugriff prüfen

    Verfügbarkeit in meiner Bibliothek prüfen

    Bestellung bei Subito €


    Exportieren, teilen und zitieren



    Titel :

    Pre-positioning and real-time disaster response operations: Optimization with mobile phone location data


    Beteiligte:
    Wang, Jing (Autor:in) / Cai, Jianping (Autor:in) / Yue, Xiaohang (Autor:in) / Suresh, Nallan C. (Autor:in)


    Erscheinungsdatum :

    2021-04-17




    Medientyp :

    Aufsatz (Zeitschrift)


    Format :

    Elektronische Ressource


    Sprache :

    Englisch




    Methodology for Mobile Phone Location Data Mining

    Yang, Fei / Yao, Zhenxing | Springer Verlag | 2022


    Positioning and rotating mobile phone support

    ZHONG BIAOLONG / CHEN CHUNLIN / RUAN GUIHAI | Europäisches Patentamt | 2021

    Freier Zugriff

    POSITIONING TERMINAL, MOBILE PHONE SEARCH SYSTEM, MOBILE PHONE SEARCH METHOD, PROGRAM, AND SERVER

    SATO TOMONORI / SHIMA TAKEYA / MIYA MASAKAZU | Europäisches Patentamt | 2017

    Freier Zugriff

    Using Mobile Phone Location Data to Develop External Trip Models

    Huntsinger, Leta F. / Ward, Kyle | Transportation Research Record | 2015


    The use of mobile phone location data for traffic information

    White, J. / Quick, J. / Philippou, P. et al. | British Library Conference Proceedings | 2004