MÉTODO DE APOIO DECISÃO MULTICRITÉRIO: UM ESTUDO EMPÍRICO APLICADO NA CLASSIFICAÇÃO DAS ÁREAS INTEGRADAS DE SEGURANÇA PÚBLICA NO ESTADO DO RIO DE JANEIRO

Marcio Pereira Basilio, Valdecy Pereira, Helder Gomes Costa

Resumo


O presente estudo objetivou efetuar comparação entre o método utilizado no sistema integrado de metas para criação de ranking entre as Áreas Integradas de Segurança Pública – AISP, para premiação por produtividade no Estado do Rio de Janeiro e o método de apoio multicritério à tomada de decisão para um problema relativo a ordenação denominado Preference Ranking Organization Method for Enrichment Evaluations – PROMETHEE II. Utilizou-se para efeitos desta pesquisa, a base de dados da 12ª. edição do sistema integrado de metas relativo premiação do 1º. semestre de 2015. Esta edição foi escolhida, pois foi a que apresentou maior número de AISPs empatadas em primeiro lugar, tendo o custo de todo processo ter sido superior a 50% do somatório das onze edições anteriores. O resultado do método PROMETHE II, apresentou alteração de posição em mais de 85% da classificação total, com alterações significativas entre as quatro primeiras posições, com alteração de posições e inclusões neste conjunto, sem empates e com classificações distintas. Aplicação do PROMETHE II efetuou a eliminação do efeito compensatório dos critérios que afetam os cálculos baseados em médias, proporcionou um ranking mais bem definido, sem empates nas primeiras posições o que impactaria  programa de premiação  com redução significativa do custo.


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Referências


Adler, N., Hakkert, A. S., Raviv, T., & Sher, M. (05 de jun de 2014). The Traffic Police Location and Schedule Assignment Problem. Journal of Multi-Criteria Decision Analysis, 21, pp. 315-333. https://dx.doi.org/10.1002/mcda.1522.

Almeida, A. T. (2013). Processo de Decisão nas Organizações: Construindo Modelos de Decisão Multicritério. São Paulo: Editora Atlas.

Almeida, A. T., & Costa, A. P. (2002). Modelo de decisão multicritério para priorização de sistemas de informação com base no método PROMETHEE. Gestão & Produção, 9(2), pp. 201-214. http://dx.doi.org/10.1590/S0104-530X2002000200007.

Amendola, K. L., Weisburd, D., Hamilton, E. E., Jones, G., & Slipka, M. (2011). An experimental study of compressed work schedules in policing: Advantages and disadvantages of various shift lengths. Journal of Experimental Criminology, 7(4), pp. 407-442. https://dx.doi.org/10.1007/s11292-011-9135-7.

Bahadori, M. k., Abolghasemi, K., & Teymourzadeh, E. (2017). Performance evaluation and ranking of selective wards in a military hospital using DEA and promethee method. Journal of Military Medicine, 18(4), pp. 325-334.

Basilio, M. P., de Freitas, J. G., Kämpffe, M. G., & Bordeaux-Rego, R. (2018). Investment portfolio formation via multicriteria decision aid: a brazilian stock market study. Journal of Modelling in Management, 13(2), pp. https://doi.org/10.1108/JM2-02-2017-0021.

Basilio, M. P., Pereira, V., & Costa, H. G. (2017). Review of the literature on multicriteria methods applied in the field of public security. Universal Journal of Management, 5(12), pp. 549-562. DOI:10.13189/ujm.2017.051202.

Behzadian, M., Kazemzadeh, R. B., Albadvi, A., & Aghdasi, M. (2010). PROMETHEE: A comprehensive literature review on methodologies and applications. European Journal of Operational Research, 200, 198-215.

Behzadian, M., Otaghsara, S. K., Yazdani, M., & Ignatius, J. (2012). A state-of the-art survey of TOPSIS applications. Expert Systems with Applications, 39(17), 13051-13065.

Belton, V., & Stewart, T. (2002). Multiple criteria decision analysis: an integrated approach. Boston: Kluwer Academic Publishers.

Bouranta, N., Siskos, Y., & Tsotsolas, N. (2015). Measuring police officer and citizen satisfaction: comparative analysis. Policing, 38(4), pp. 705-721. https://dx.doi.org/10.1108/PIJPSM-01-2015-0008.

Bouyssou, D., & Roy, B. (1993). Aide multicritère à La décision: méthodes et cãs. Paris: Ed. Economica.

Brans, J. P., & Vincke, P. H. (1985). A preference ranking organization method, the PROMETHEE method for MCDM. Mgmt. Sci, 31, pp. 647-656.

Brans, J. P., Vincke, P., & Marechal, B. (1986). How to select and how to rank projects: The PROMETHEE method. European Journal of Operational Research, 24, pp. 228-238.

Camacho-Collados, M., & Liberatore, F. (2015). A Decision Support System for predictive police patrolling. Decision Support Systems, 75, pp. 25-37. https://dx.doi.org/10.1016/j.dss.2015.04.012.

Camacho-Collados, M., Liberatore, F., & Angulo, J. M. (2015). A multi-criteria Police Districting Problem for the efficient and effective design of patrol sector. European Journal of Operational Research, 246(2), pp. 674-684. https://dx.doi.org/10.1016/j.ejor.2015.05.023.

Chatterjee, P., & Chakraborty, S. (2012). Material selection using preferential ranking methods. Materials & Design, 35, pp. 384-393.

Chen, C. W., Lee, C. C., Tseng, C. P., & Chen, C. H. (2013). Application of GIS for the determination of hazard hotspots after direct transportation linkages between Taiwan and China. Natural Hazards, 66(2), pp. 191-228. https://dx.doi.org/10.1007/s1106.

Chen, F., Wang, J., & Deng, Y. (2015). Road safety risk evaluation by means of improved entropy TOPSIS-RSR. Safety Science, 79, pp. 39-54. https://dx.doi.org/10.1016/j.ssci.2015.05.006.

Costa, H. G. (2016). Graphical interpretation of outranking principles: Avoiding misinterpretation results from ELECTRE I. Journal of Modelling in Management, 11(1), pp. 26-42. http://dx.doi.org/10.1108/JM2-08-2013-0037.

Cristobal, J. R. (2013). Critical path definition using multicriteria decision making: PROMETHEE method. Journal of Management in Engineering, 29(2), pp. 158-163.

De Paula Silva, C. J., Moura, A. C., Paiva, P. C., Ferreira, R. C., Silvestrini, R. A., Vargas, A. M., . . . Ferreira E Ferreira, E. (2015). Maxillofacial injuries as markers of interpersonal violence in belo Horizonte-Brazil: Analysis of the socio-spatial vulnerability of the location of victim's residences. PLoS ONE, 10(8), p. Art. n. e0134577. https://dx.doi.org/10.1371/journal.pone.0134.

Decreto-n.41.930. (25 de junho de 2009). DOERJ. Rio de Janeiro, RJ, Brasil: Casa Civil.

Decreto-n.41.931. (25 de junho de 2009). DOERJ. Rio de Janeiro, RJ, Brasil: Casa Civil.

Decreto-n.42.243. (15 de janeiro de 2010). DOERJ. Rio de Janeiro, RJ, Brasil: Casa Civil.

Decreto-n.42.812. (19 de janeiro de 2011). DOERJ. Rio de Janeiro, RJ, Brasil: Casa Civil.

Decreto-n.43.055. (01 de julho de 2011). DOERJ. Rio de Janeiro, RJ, Brasil: Casa Civil.

Decreto-n.43056. (01 de julho de 2011). DOERJ. Rio de Janeiro, RJ, Brasil: Casa Civil.

Decreto-n.44.348. (23 de agosto de 2013). DOERJ. Rio de Janeiro, RJ, Brasil: Casa Civil.

Decreto-n.45.566. (28 de janeiro de 2016). DOERJ. Rio de Janeiro, RJ, Brasil: Casa Civil.

di Bella, E., Corsi, M., & Leporatti, L. (2014). A Multi-indicator Approach for Smart Security Policy Making. Social Indicators Research, 122(3), pp. 653-675. https://dx.doi.org/10.1007/s11205-014-0714-7.

Diaby, V., Campbell, K., & Goeree, R. (2013). Multi-criteria decision analysis (MCDA) in health care: A bibliometric analysis. Operations Research for Health Care, 2(1-2), 20-24.

Durbach, I. N., & Stewart, T. J. (2012). Modeling uncertainty in multi-criteria decision analysis. European Journal of Operational Research, 223(1), 1-14.

Figueiredo, C. J., & Mota, C. M. (2016). A classification model to evaluate the security level in a city based on GIS-MCDA. Mathematical Problems in Engineering, 2016(Art. nº 3534824), p. https://dx.doi.org/10.1155/2016/3534824.

Fontana, M. E., & Cavalcante, C. A. (2014). Use of PROMETHEE method to determine the best alternative for warehouse storage location assigment. Int. Adv. Manuf. Techno, 70, pp. 1615-1624.

Gomes, C. F., Gomes, L. F., & Almeida, A. (2002). Tomada de Decisão Gerencial-Enfoque Multicritério. São Paulo: Atlas.

Govindan, K., & Jepsen, M. B. (2016). ELECTRE: A comprehensive literature review on methodologies and applications. European Journal of Operational Research, 250, pp. 1-29.

Gupta, M., Chandra, B., & Gupta, M. P. (2014). A framework of intelligent decision support system for Indian police. Journal of Enterprise Information Management, 27(5), pp. 512-540. https://dx.doi.org/10.1108/JEIM-10-2012-0073.

Gurgel, A. M., & Mota, C. M. (2013). A multicriteria prioritization model to support public safety planning. Pesquisa Operacional, 33(2), pp. 251-267. https://dx.doi.org/10.1590/S0101-74382013000200007.

Hwang, C. L., & Yoon, K. (1981). Multiple attribute decision making: methods and applications, a state-of-the-art survey. New York: Spring-Verlay.

Kahraman, C., Onar, S. C., & Oztaysi, B. (2015). Fuzzy Multicriteria Decision-Making: A Literature Review. International Journal of Computational Intelligence Systems, 8(4), 637-666.

Karvetski, C. W., Lambert, J. H., & Linkovz, I. (2011). Scenario and multiple criteria decision analysis for energy and environmental security of military and industrial installations. Integrated Environmental Assessment and Management, 7(2), pp. 228-236. https://dx.doi.org/10.1002/ieam.137.

Kiker, G. A., Bridges, T. S., Varghese, A., Seager, T. P., & Linkov, I. (2005). Application of multicriteria decision analysis in environmental decision making. Integrated environmental assessment and management, 1(2), pp. 95-108. http://dx.doi.org/10.1897/IEAM_2004a-015.1.

Lau, H. C., Ho, G. T., Zhao, Y., & Hon, W. T. (2010). Optimizing patrol force deployment using a genetic algorithm. Expert Systems with Applications, 37(12), pp. 8148-8154. https://dx.doi.org/10.1016/j.eswa.2010.05.073.

Liberatore, F., & Camacho-Collados, M. (2016). A Comparison of Local Search Methods for the Multicriteria Police Districting Problem on Graph. Mathematical Problems in Engineering, 2016(Art. nº 3690474), p. https://dx.doi.org/10.1155/2016/3690474.

Macharis, C., Springael, J., De Brucker, K., & Verbeke, A. (2004). PROMETHEE and AHP: the design of operational synergies in multicriteria analysis. Strengthening PROMETHEE with ideas of AHP . European Journal of Operational Research, 153, pp. 307-317.

Manning, M., Smith, C., & Homel, R. (2013). Overview of: "Valuing developmental crime prevention". Criminology and Public Policy, 12(2), pp. https://dx.doi.org/10.1111/1745-9133.12023.

Mendoza, G. A., & Martins, H. (15 de July de 2006). Multi-criteria decision analysis in natural resource management: A critical review of methods and new modelling paradigms. Forest Ecology and Management, 230(1-3), pp. 1-22. https://doi.org/10.1016/j.foreco.2006.03.023.

Mignelli, C., Pomarico, S., & Peila, D. (2013). Use of multi-criteria model to compare devices for the protection of roads against Rockfall . Environmental and Engineering Geoscience, 19(3), pp. 289-302. https://dx.doi.org/10.2113/gseegeosci.19.3.289.

Mousavi-Nasab, S. H., & Sotoudeh-Anvari, A. (2017). A comprehensive MCDM-based approach using TOPSIS, COPRAS and DEA as an auxiliary tool for material selection problems. Materials and Design, 121, pp. 237-253.

Nutt, D. J., King, L. A., & Phillips, L. D. (2010). Drug harms in the UK: A multicriteria decision analysis. The Lancet, 376(9752), pp. 1558-1565. https://dx.doi.org/10.1016/S0140-6736(10)61462-6.

Özdemir, Ü., & Güneroğlu, A. (2015). Strategic approach model for investigating the cause of maritime accidents [Stratejik bir model yaklaşimi ile deniz kaza sebeplerinin araştirilmasi]. Promet - Traffic – Traffico, 27(2), pp. 113-123. https://dx.doi.org/10.7307/ptt.v27i2.1461.

Resolução n° 305. (13 de janeiro de 2010). DOERJ. Rio de Janeiro, Rj, Brasil: Secretaria de Estado de Segurança.

Roy, B. (1985). Méthodologie multicritere d’aide ala décision. Paris: Ed. Economica.

Roy, B. (1990). Decision-aid and decision-making. European Journal of Operational Research, 45(2-3), pp. 324-331.

Roy, B., & Bouyssou, D. (1993). Aide multicritère à La décision: méthodes et cãs. Paris: Ed. Economica.

Triantaphyllou, E. (2000). Multi-criteria decision making methods: a comparative study. Dordrecht: Springer Science+Business Media.

Velasquez, M., & Hester, P. T. (2013). An analysis of multi-criteria decision making methods. International Journal of Operations Research, 10(2), 56-66.

Vincke, P. (1992). Multicriteria decision-aid. John Wiley & Sons.

Wan, S. P., Xu, G. l., & Dong, J. Y. (2017). Supplier selection using ANP and ELECTRE II in interval 2-tuple linguistic environment. Information Sciences, 385-386, pp. 19-38.

Wang, J. J., Jing, Y. Y., Zhang, C. F., & Zhao, J. H. (2009). Review on multi-criteria decision analysis aid in sustainable energy decision-making. Renewable and Sustainable Energy Reviews, 13(9), 2263-2278.

Wang, P., Zhu, Z., & Wang, Y. (2016). A novel hybrid MCDM model combining the SAW, TOPSIS and GRA methods based on experimental design. Information Sciences, 345, 27-45.

Zyoud, S. H., & Fuchs-Hanusch, D. (2017). A bibliometric-based survey on AHP and TOPSIS techniques. Expert System with Applications, 78, 158-181. http://dx.doi.org/10.1016/j.eswa.2017.02.016.




DOI: https://doi.org/10.22409/engevista.v21i1.10129

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