1. Metaheuristics for capacitated vehicle routing for flood victims evacuation.
- Author
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Munawar, Hafiz Suliman, Hammad, Ahmed W. A., Waller, S. Travis, Mojtahedi, Mohammad, and Akram, Junaid
- Subjects
FLOOD routing ,VEHICLE routing problem ,METAHEURISTIC algorithms ,EXTREME weather ,BEES algorithm ,FLOOD risk - Abstract
Over the last decade, there has been a rise in extreme weather events which has affected the lives and wellbeing of the community. In Australia, frequent flooding has impacted the Hawkesbury-Nepean valley consequential in the loss of lives, animals, and property. This necessitates enhanced flood risk management through innovative response and evacuation strategies. Timely evacuation of victims from disaster-prone areas reduces the number of casualties. To save a maximum number of victims from the flood-prone area by optimum utilisation of resources requires computational approaches. This study proposes an Artificial Bee Colony algorithm to evacuate age care facility residents in the Hawkesbury-Nepean Valley. The results show that the proposed model can help the response managers to make decisions within appropriate computational time. The proposed model will facilitate the decision-makers to make timely decisions based on the number of victims, available transport facilities, and optimum scheduling and routing. Index Terms— Hawkesbury-Nepean valley, aged care facilities, flood risk management, Artificial Bee Colony algorithm, evacuation response, Capacitated Vehicle Routing Problem. [ABSTRACT FROM AUTHOR]
- Published
- 2023
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