Smart transportation solutions for faster emergency medical services response using an enhanced whale optimization algorithm
<p dir="ltr">Emergency Medical Services (EMS) are vital for providing timely out‐of‐hospital care during medical emergencies. This research aims to optimize ambulance services by strategically allocating resources to minimize response time. A modified Whale Optimization Algorithm (mW...
محفوظ في:
| المؤلف الرئيسي: | |
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| مؤلفون آخرون: | , , , , |
| منشور في: |
2024
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| الموضوعات: | |
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إضافة وسم
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| _version_ | 1864513542164578304 |
|---|---|
| author | Hina Gupta (21842246) |
| author2 | Mohammad Amir (12418899) Zaheeruddin (21842249) Furkan Ahmad (709809) Ishaq G. Muhammad Alblushi (21842252) Haris M. Khalid (17017743) |
| author2_role | author author author author author |
| author_facet | Hina Gupta (21842246) Mohammad Amir (12418899) Zaheeruddin (21842249) Furkan Ahmad (709809) Ishaq G. Muhammad Alblushi (21842252) Haris M. Khalid (17017743) |
| author_role | author |
| dc.creator.none.fl_str_mv | Hina Gupta (21842246) Mohammad Amir (12418899) Zaheeruddin (21842249) Furkan Ahmad (709809) Ishaq G. Muhammad Alblushi (21842252) Haris M. Khalid (17017743) |
| dc.date.none.fl_str_mv | 2024-09-19T15:00:00Z |
| dc.identifier.none.fl_str_mv | 10.1049/itr2.12555 |
| dc.relation.none.fl_str_mv | https://figshare.com/articles/journal_contribution/Smart_transportation_solutions_for_faster_emergency_medical_services_response_using_an_enhanced_whale_optimization_algorithm/29715752 |
| dc.rights.none.fl_str_mv | CC BY 4.0 info:eu-repo/semantics/openAccess |
| dc.subject.none.fl_str_mv | Health sciences Health services and systems Information and computing sciences Data management and data science Ambulance Allocation Response Time Optimization Metaheuristic Algorithms Healthcare Logistics Resource Allocation Stochastic Demand |
| dc.title.none.fl_str_mv | Smart transportation solutions for faster emergency medical services response using an enhanced whale optimization algorithm |
| dc.type.none.fl_str_mv | Text Journal contribution info:eu-repo/semantics/publishedVersion text contribution to journal |
| description | <p dir="ltr">Emergency Medical Services (EMS) are vital for providing timely out‐of‐hospital care during medical emergencies. This research aims to optimize ambulance services by strategically allocating resources to minimize response time. A modified Whale Optimization Algorithm (mWOA) is introduced to achieve this goal, focusing on providing 24 × 7 services to every patient in need. The, conducted in Southern Delhi, India, considers the uncertain and stochastic nature of demand and traffic. The results demonstrate a 14.6% improvement in average EMS‐based response time, highlighting the effectiveness of the mWOA algorithm in enhancing ambulance allocation strategies. The results obtained using different algorithms are compared with those obtained using mWOA. The experiment outcomes demonstrate that the mWOA has higher efficiency and superiority than alternative algorithms regarding convergence rate and stability.</p><h2>Other Information</h2><p dir="ltr">Published in: IET Intelligent Transport Systems<br>License: <a href="http://creativecommons.org/licenses/by/4.0/" target="_blank">http://creativecommons.org/licenses/by/4.0/</a><br>See article on publisher's website: <a href="https://dx.doi.org/10.1049/itr2.12555" target="_blank">https://dx.doi.org/10.1049/itr2.12555</a></p> |
| eu_rights_str_mv | openAccess |
| id | Manara2_b6a5bef20c72223985663dd195ca88a8 |
| identifier_str_mv | 10.1049/itr2.12555 |
| network_acronym_str | Manara2 |
| network_name_str | Manara2 |
| oai_identifier_str | oai:figshare.com:article/29715752 |
| publishDate | 2024 |
| repository.mail.fl_str_mv | |
| repository.name.fl_str_mv | |
| repository_id_str | |
| rights_invalid_str_mv | CC BY 4.0 |
| spelling | Smart transportation solutions for faster emergency medical services response using an enhanced whale optimization algorithmHina Gupta (21842246)Mohammad Amir (12418899)Zaheeruddin (21842249)Furkan Ahmad (709809)Ishaq G. Muhammad Alblushi (21842252)Haris M. Khalid (17017743)Health sciencesHealth services and systemsInformation and computing sciencesData management and data scienceAmbulance AllocationResponse Time OptimizationMetaheuristic AlgorithmsHealthcare LogisticsResource AllocationStochastic Demand<p dir="ltr">Emergency Medical Services (EMS) are vital for providing timely out‐of‐hospital care during medical emergencies. This research aims to optimize ambulance services by strategically allocating resources to minimize response time. A modified Whale Optimization Algorithm (mWOA) is introduced to achieve this goal, focusing on providing 24 × 7 services to every patient in need. The, conducted in Southern Delhi, India, considers the uncertain and stochastic nature of demand and traffic. The results demonstrate a 14.6% improvement in average EMS‐based response time, highlighting the effectiveness of the mWOA algorithm in enhancing ambulance allocation strategies. The results obtained using different algorithms are compared with those obtained using mWOA. The experiment outcomes demonstrate that the mWOA has higher efficiency and superiority than alternative algorithms regarding convergence rate and stability.</p><h2>Other Information</h2><p dir="ltr">Published in: IET Intelligent Transport Systems<br>License: <a href="http://creativecommons.org/licenses/by/4.0/" target="_blank">http://creativecommons.org/licenses/by/4.0/</a><br>See article on publisher's website: <a href="https://dx.doi.org/10.1049/itr2.12555" target="_blank">https://dx.doi.org/10.1049/itr2.12555</a></p>2024-09-19T15:00:00ZTextJournal contributioninfo:eu-repo/semantics/publishedVersiontextcontribution to journal10.1049/itr2.12555https://figshare.com/articles/journal_contribution/Smart_transportation_solutions_for_faster_emergency_medical_services_response_using_an_enhanced_whale_optimization_algorithm/29715752CC BY 4.0info:eu-repo/semantics/openAccessoai:figshare.com:article/297157522024-09-19T15:00:00Z |
| spellingShingle | Smart transportation solutions for faster emergency medical services response using an enhanced whale optimization algorithm Hina Gupta (21842246) Health sciences Health services and systems Information and computing sciences Data management and data science Ambulance Allocation Response Time Optimization Metaheuristic Algorithms Healthcare Logistics Resource Allocation Stochastic Demand |
| status_str | publishedVersion |
| title | Smart transportation solutions for faster emergency medical services response using an enhanced whale optimization algorithm |
| title_full | Smart transportation solutions for faster emergency medical services response using an enhanced whale optimization algorithm |
| title_fullStr | Smart transportation solutions for faster emergency medical services response using an enhanced whale optimization algorithm |
| title_full_unstemmed | Smart transportation solutions for faster emergency medical services response using an enhanced whale optimization algorithm |
| title_short | Smart transportation solutions for faster emergency medical services response using an enhanced whale optimization algorithm |
| title_sort | Smart transportation solutions for faster emergency medical services response using an enhanced whale optimization algorithm |
| topic | Health sciences Health services and systems Information and computing sciences Data management and data science Ambulance Allocation Response Time Optimization Metaheuristic Algorithms Healthcare Logistics Resource Allocation Stochastic Demand |