Metaheuristics for capacitated vehicle routing for flood victims evacuation
Publikation: Beitrag in Buch/Konferenzbericht/Sammelband/Gutachten › Beitrag in Konferenzband › Beigetragen › Begutachtung
Beitragende
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.
Details
Originalsprache | Englisch |
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Titel | 2nd International Conference on Advances in Communication Technology and Computer Engineering (ICACTCE’22) |
Publikationsstatus | Veröffentlicht - 11 Juli 2023 |
Peer-Review-Status | Ja |
Publikationsreihe
Reihe | AIP Conference Proceedings |
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Nummer | 1 |
Band | 2814 |
ISSN | 0094-243X |
Konferenz
Titel | 2nd International Conference on Advances in Communication Technology and Computer Engineering, ICACTCE 2022 |
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Dauer | 24 - 25 Juni 2022 |
Stadt | Meknes |
Land | Marokko |
Externe IDs
ORCID | /0000-0002-2939-2090/work/161887594 |
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