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Pregled bibliografske jedinice broj: 466449

Multi-objective scheduling and a resource allocation problem in hospitals


Vlah, Silvija; Figueira, José Rui
Multi-objective scheduling and a resource allocation problem in hospitals // Journal of scheduling, 15 (2012), 5; 513-535 doi:10.1007/s10951-012-0278-9 (međunarodna recenzija, članak, znanstveni)


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Naslov
Multi-objective scheduling and a resource allocation problem in hospitals

Autori
Vlah, Silvija ; Figueira, José Rui

Izvornik
Journal of scheduling (1094-6136) 15 (2012), 5; 513-535

Vrsta, podvrsta i kategorija rada
Radovi u časopisima, članak, znanstveni

Ključne riječi
scheduling; hospitals; multi-objective metaheuristics

Sažetak
This study considers the problem of scheduling the medical treatments of resident patients in hospital on a daily basis according to the restrictions on medical equipment and medical personnel (physicians) who are being assigned at the same time. The problem is formulated as a multi-objective binary integer programming (BIP) model. To tackle the discrete search space, a large number of variables and constraints, and multiple objectives involved in the problem, three types of metaheuristics are proposed and implemented: a variable neighborhood search (VNS) based method, a scatter search (SS) based methods, and a nondominated sorting genetic algorithm (NSGA-II). This paper also provides the results of computational experiments and makes a comparison on their ability for finding efficient solutions to the multi-objective scheduling problem.

Izvorni jezik
Engleski

Znanstvena područja
Matematika, Računarstvo, Ekonomija



POVEZANOST RADA


Projekti:
067-0000000-3225 - Algoritmi, heuristike i metaheuristike za probleme rasporeda

Ustanove:
Ekonomski fakultet, Zagreb

Profili:

Avatar Url Silvija Vlah Jerić (autor)

Citiraj ovu publikaciju

Vlah, Silvija; Figueira, José Rui
Multi-objective scheduling and a resource allocation problem in hospitals // Journal of scheduling, 15 (2012), 5; 513-535 doi:10.1007/s10951-012-0278-9 (međunarodna recenzija, članak, znanstveni)
Vlah, S. & Figueira, J. (2012) Multi-objective scheduling and a resource allocation problem in hospitals. Journal of scheduling, 15 (5), 513-535 doi:10.1007/s10951-012-0278-9.
@article{article, year = {2012}, pages = {513-535}, DOI = {10.1007/s10951-012-0278-9}, keywords = {scheduling, hospitals, multi-objective metaheuristics}, journal = {Journal of scheduling}, doi = {10.1007/s10951-012-0278-9}, volume = {15}, number = {5}, issn = {1094-6136}, title = {Multi-objective scheduling and a resource allocation problem in hospitals}, keyword = {scheduling, hospitals, multi-objective metaheuristics} }
@article{article, year = {2012}, pages = {513-535}, DOI = {10.1007/s10951-012-0278-9}, keywords = {scheduling, hospitals, multi-objective metaheuristics}, journal = {Journal of scheduling}, doi = {10.1007/s10951-012-0278-9}, volume = {15}, number = {5}, issn = {1094-6136}, title = {Multi-objective scheduling and a resource allocation problem in hospitals}, keyword = {scheduling, hospitals, multi-objective metaheuristics} }

Časopis indeksira:


  • Current Contents Connect (CCC)
  • Web of Science Core Collection (WoSCC)
    • Science Citation Index Expanded (SCI-EXP)
    • SCI-EXP, SSCI i/ili A&HCI
  • Scopus


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