Ruin and Recreate Approach Applied to Multi-objective Optimization of HHC VRPTW in the Case of Medical Waste Collection
| Autor: | Safia Lamrani, Salma Mouatassim, Mustapha Ahlaqqach, Lri, Osil Team, Ensem, Celog-Esith, Casablanca, Morocco, Jamal Benhra |
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| Rok vydání: | 2019 |
| Předmět: |
Sustainable development
Multidisciplinary Operations research Computer science Heuristic (computer science) Compromise media_common.quotation_subject 02 engineering and technology Multi-objective optimization Weighting 030507 speech-language pathology & audiology 03 medical and health sciences Medical waste Vehicle routing problem 0202 electrical engineering electronic engineering information engineering 020201 artificial intelligence & image processing 0305 other medical science media_common Health department |
| Zdroj: | Indian Journal of Science and Technology. 12:1-11 |
| ISSN: | 0974-5645 0974-6846 |
| DOI: | 10.17485/ijst/2019/v12i28/147003 |
| Popis: | Objectives: The management of Medical Waste in Morocco has always been the concern of the health department. Recently, the WHO classified the Medical Waste in Morocco as a time bomb, recommended involving of professionals interested in that management. Methods/Findings: Through this study we proposed a model of collectors’ management, on behalf of clinics in case of Casablanca region. This model, as part of a heterogeneous fleet vehicle routing problem, aims at multiobjective optimization between the pillars of sustainable development. The complexity of the model is managed using a Ruin and Recreate heuristic. Application: Finally, the tuning of weighting parameters is being experimented to show how it will be possible to find a compromise between conflicting objectives in the case of Medical Waste logistics. Keywords: Heterogeneous Fleet, Medical Waste, Multi-objective Optimization, Ruin and Recreate |
| Databáze: | OpenAIRE |
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