Metaheurísticas para a elaboração de escalas de trabalho de técnicos de enfermagem
Resumo
Problemas de custos com pessoal também afetam a área da saúde. Usualmente, as escalas de trabalho são elaboradas manualmente, consumindo muito tempo e nem sempre atendendo a legislação e normas internas. Apresentamos uma abordagem para a geração de escalas de trabalho para técnicos de enfermagem, de acordo com restrições legais, em um tempo satisfatório. A ferramenta também busca atender preferências de folgas e uma justa distribuição dos plantões impopulares. A proposta é aplicar a metaheurística Busca Tabu combinada com Algoritmo Genético. Foram realizados experimentos com casos de teste baseados em dados reais, obtendo-se resultados satisfatórios mostrando a viabilidade da solução.
Referências
Blöchliger, I. (2004). Modeling Staff Scheduling Problems-A Tutorial. European Journal of Operational Research v.158, pgs.533-542.
Burke, E.K., Causmaecker, P.D. E Berghe, G.V. (1998). A Hybrid Tabu Search Algorithm for the Nurse Rostering Problem. Em Simulated Evolution and Learning, B. McKay et al. (Eds.), Lecture Notes in Artificial Intelligence v.1585, pgs.187–194, Springer.
Burke, E.K., Causmaecker, P.D. E Berghe, G.V. (2001). A Memetic Approach to the Nurse Rostering Problem, Applied Intelligence 15, pgs.199–214. Kluwer Academic Publishers.
Burke, E.K., Causmaecker, P.D., Petrovic, S. E Berghe, G.V.(2003). Variable Neighbourhood Search for Nurse Rostering Problems, em Metaheuristics: Computer Decision-Making, M .G.C. Resende e J. P. de Sousa (Eds.), pgs.153-172. Kluwer Academic Publishers.
Burke, E.K., Causmaecker, P.D., Berghe, G.V. E Landeghem, H.V. (2004a). Novel Metaheuristic Approaches to Nurse Rostering Problems in Belgian Hospitals. J. Leung (Ed.), Handbook of Scheduling: Algorithms, Models and Performance Analysis, pgs. 44.1–44.18. CRC Press.
Burke, E.K., Causmaecker, P.D., Berghe, G.V. E Landeghem, H.V. (2004b). The State of the Art of Nurse Rostering, Journal of Scheduling, v.7 n.6, pgs.441–499.
Dowling, D., Krishnamoorthy, M., Mackenzie, H. E Sier, D. (1997). Staff rostering at a large international airport. Atas de Operations Research v.72, pgs.125–147.
Dowsland, K. A. (1998). Nurse scheduling with tabu search and strategic oscillation. European Journal of Operational Research v.106, pgs. 393-407.
Ernst, A., H. Jiang, M. Krishnamoorthy E Sier, D.(2004a). Staffing Scheduling and Rostering: A Review of Applications,Methods and Models. European Journal of Operations Research 153, pgs.3–27.
Ernst, A., H. Jiang, M. Krishnamoorthy, Owens, B. E Sier, D. (2004b). An Annotated Bibliography of Personnel Scheduling and Rostering. Atas de Operations Research v.127.
Özcan, E. (2005). Memetic Algorithms for Nurse Rostering. Atas de 20th International Symposium on Computer and Information Sciences, Istambul.
Poltosi, M., Gómez, A. T.. (2008) Metaheurísticas para a Gestão de Técnicos de Enfermagem. Anais de 5th CONTECSI, pgs.341-359.
Burke, E.K., Causmaecker, P.D. E Berghe, G.V. (1998). A Hybrid Tabu Search Algorithm for the Nurse Rostering Problem. Em Simulated Evolution and Learning, B. McKay et al. (Eds.), Lecture Notes in Artificial Intelligence v.1585, pgs.187–194, Springer.
Burke, E.K., Causmaecker, P.D. E Berghe, G.V. (2001). A Memetic Approach to the Nurse Rostering Problem, Applied Intelligence 15, pgs.199–214. Kluwer Academic Publishers.
Burke, E.K., Causmaecker, P.D., Petrovic, S. E Berghe, G.V.(2003). Variable Neighbourhood Search for Nurse Rostering Problems, em Metaheuristics: Computer Decision-Making, M .G.C. Resende e J. P. de Sousa (Eds.), pgs.153-172. Kluwer Academic Publishers.
Burke, E.K., Causmaecker, P.D., Berghe, G.V. E Landeghem, H.V. (2004a). Novel Metaheuristic Approaches to Nurse Rostering Problems in Belgian Hospitals. J. Leung (Ed.), Handbook of Scheduling: Algorithms, Models and Performance Analysis, pgs. 44.1–44.18. CRC Press.
Burke, E.K., Causmaecker, P.D., Berghe, G.V. E Landeghem, H.V. (2004b). The State of the Art of Nurse Rostering, Journal of Scheduling, v.7 n.6, pgs.441–499.
Dowling, D., Krishnamoorthy, M., Mackenzie, H. E Sier, D. (1997). Staff rostering at a large international airport. Atas de Operations Research v.72, pgs.125–147.
Dowsland, K. A. (1998). Nurse scheduling with tabu search and strategic oscillation. European Journal of Operational Research v.106, pgs. 393-407.
Ernst, A., H. Jiang, M. Krishnamoorthy E Sier, D.(2004a). Staffing Scheduling and Rostering: A Review of Applications,Methods and Models. European Journal of Operations Research 153, pgs.3–27.
Ernst, A., H. Jiang, M. Krishnamoorthy, Owens, B. E Sier, D. (2004b). An Annotated Bibliography of Personnel Scheduling and Rostering. Atas de Operations Research v.127.
Özcan, E. (2005). Memetic Algorithms for Nurse Rostering. Atas de 20th International Symposium on Computer and Information Sciences, Istambul.
Poltosi, M., Gómez, A. T.. (2008) Metaheurísticas para a Gestão de Técnicos de Enfermagem. Anais de 5th CONTECSI, pgs.341-359.
Publicado
20/07/2009
Como Citar
POLTOSI, Maira Regina; GOMEZ, Arthur Tórgo.
Metaheurísticas para a elaboração de escalas de trabalho de técnicos de enfermagem. In: SIMPÓSIO BRASILEIRO DE COMPUTAÇÃO APLICADA À SAÚDE (SBCAS), 9. , 2009, Bento Gonçalves/RS.
Anais [...].
Porto Alegre: Sociedade Brasileira de Computação,
2009
.
p. 2015-2024.
ISSN 2763-8952.
