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Using the FITradeoff method to solve a shopping mall location problem in the northeastern countryside of Brazil

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Warianty tytułu
Języki publikacji
EN
Abstrakty
EN
This paper presents a practical case involving a shopping mall location problem in the northeast countryside of Brazil. In this problem, conflicting objectives have been expressed in terms of seven criteria. Then, ten cities of the northeastern countryside have been selected to compose the space of actions. The problem plays a special role since Brazil is a big country that requires investments in the countryside. Thus, the shopping mall aims to stimulate economic growth in the respective region. In the study, this multi-objective problem is solved using the FITradeoff method. In FITradeoff, the combination of the paradigms of holistic evaluation and elicitation by decomposition in preference modeling are well explored, bringing different perspectives for the decision-maker during the decision process.
Rocznik
Strony
109--126
Opis fizyczny
Bibliogr. 34 poz., rys., tab.
Twórcy
  • Departamento de Engenharia de Produção, Universidade Federal de Pernambuco, Av. da Arquitetura - Cidade Universitária, Recife, PE, Brazil
  • Center for Decision Systems and Information Development – CDSID, Universidade Federal de Pernambuco, Av. da Arquitetura - Cidade Universitária, Recife, PE, Brazil
  • Departamento de Engenharia de Produção, Universidade Federal de Pernambuco, Av. da Arquitetura - Cidade Universitária, Recife, PE, Brazil
  • Center for Decision Systems and Information Development – CDSID, Universidade Federal de Pernambuco, Av. da Arquitetura - Cidade Universitária, Recife, PE, Brazil
  • Departamento de Engenharia de Produção, Universidade Federal de Pernambuco, Av. da Arquitetura - Cidade Universitária, Recife, PE, Brazil
  • Center for Decision Systems and Information Development – CDSID, Universidade Federal de Pernambuco, Av. da Arquitetura - Cidade Universitária, Recife, PE, Brazil
  • Departamento de Engenharia de Produção, Universidade Federal de Pernambuco, Av. da Arquitetura - Cidade Universitária, Recife, PE, Brazil
  • Center for Decision Systems and Information Development – CDSID, Universidade Federal de Pernambuco, Av. da Arquitetura - Cidade Universitária, Recife, PE, Brazil
  • Departamento de Engenharia de Produção, Universidade Federal de Pernambuco, Av. da Arquitetura - Cidade Universitária, Recife, PE, Brazil
Bibliografia
  • Belton, V., and Stewart, T. (2002) Multiple Criteria Decision Analysis: An Integrated Approach. Springer Science & Business Media.
  • Camilo, D. G. G., de Souza, R. P., Frazão, T. D. C. and da Costa Junior, J. F. (2020) Multi-criteria analysis in the health area: selection of the most appropriate triage system for the emergency care units in natal. BMC Medical Informatics and Decision Making, 20(1), 1-16.
  • Carrillo, P. A. A., Roselli, L. R. P., Frej, E. A. and de Almeida, A. T. (2018) Selecting an agricultural technology package based on the flexible and interactive tradeoff method. Annals of Operations Research, 1-16.
  • Dell’Ovo, M., Frej, E. A., Oppio, A., Capolongo, S., Morais, D. C. and de Almeida, A. T. (2017) Multicriteria decision making for healthcare facilities location with visualization based on FITradeoff method. In: International Conference on Decision Support System Technology, 32-44, Springer, Cham.
  • de Almeida, A. T., Frej, E.A. and Roselli, L.R.P. (2021) Combining Holistic and Decomposition Paradigms in Preference Modeling with the Flexibility of FITradeoff. Central European Journal of Operations Research, 1–41.
  • de Almeida, A. T. and Roselli, L. R. P. (2020) NeuroIS to improve the FITradeoff decision-making process and Decision Support System. In: Proceedings of the NeuroIS Retreat 2020. Springer, Cham, 111–120.
  • de Almeida, A. T. and Roselli, L. R. P. (2017) Visualization for Decision Support in FITradeoff Method: Exploring Its Evaluation with Cognitive Neuroscience. Lecture Notes in Business Information Processing, 282. Springer International Publishing, 61-73.
  • de Almeida, A. T., Almeida, J.A., Costa, A. P. C. S. and Almeida-Filho, A.T. (2016) A New Method for Elicitation of Criteria Weights in Additive Models: Flexible and Interactive Tradeoff. European Journal of Operational Research, 250(1): 179-191.
  • de Almeida, A. T., Cavalcante, C. A. V., Alencar, M. H., Ferreira, R. J. P., de Almeida-Filho A. T. and Garcez T. V. (2015) Multicriteria and Multiobjective Models for Risk, Reliability and Maintenance Decision Analysis. Springer.
  • de Gusmao, A. P.H. and Pereira Medeiros, C. (2016) A model for selecting a strategic information system using the FITradeoff. Mathematical Problems in Engineering, 2016.
  • de Macedo, P. P., de Miranda Mota, C. M. and Sola, A. V. H. (2018) Meeting the Brazilian Energy Efficiency Law: A flexible and interactive multicriteria proposal to replace non-efficient motors. Sustainable Cities and Society, 41, 822-832.
  • Camara e Silva, L., Daher, S. D. F. D., Santiago, K. T. M. and Costa, A. P. C. S. (2019) Selection of an Integrated Security Area for locating a State Military Police Station based on MCDM/A method. In: 2019 IEEE International Conference on Systems, Man and Cybernetics (SMC). IEEE, 1530-1534.
  • Fossile, D. K., Frej, E. A., da Costa, S. E. G., de Lima, E. P. and de Almeida, A. T. (2020) Selecting the Most Viable Renewable Energy Source for Brazilian Ports Using the FITradeoff method. Journal of Cleaner Production, 121107.
  • Frej, E. A., Ekel, P. and de Almeida, A. T. (2021) A Benefit-To-Cost Ratio Based Approach For Portfolio Selection Under Multiple Criteria With Incomplete Preference Information. Information Sciences. 545, 487-498
  • Frej, E. A., de Almeida, A. T. and Costa, A. P. C. S. (2019) Using data visualization for ranking alternatives with partial information and interactive tradeoff elicitation. Operational Research, 19(4), 909–931.
  • Frej, E. A., Roselli, L. R. P., Ara´ujo de Almeida, J. and de Almeida, A. T. (2017) A multicriteria decision model for supplier selection in a food industry based on FITradeoff method. Mathematical Problems in Engineering, 2017.
  • Kang, T. H. A., Frej, E. A. and de Almeida, A. T. (2020) Flexible and Interactive Tradeoff Elicitation for Multicriteria Sorting Problems. Asia Pacific Journal of Operational Research, 37, 2050020.
  • Kang, T. H. A., Junior, A. M. D. C. S. and de Almeida, A. T. (2018) Evaluating electric power generation technologies: A multicriteria analysis based on the FITradeoff method. Energy, 165, 10-20.
  • Keeney, R. L. and Raiffa, H. (1976) Decision Analysis with Multiple Conflicting Objectives. Wiley&Sons, New York.
  • Lima, E. S., Viegas, R. A. and Costa, A. P. C. S. (2017) A multicriteria method based approach to the BPMM selection problem. In: 2017 IEEE International Conference on Systems, Man, and Cybernetics (SMC). IEEE, 3334-3339.
  • Mendes, J. A. J., Frej, E. A., de Almeida, A. T. and Almeida, J. A. (2020) Evaluation of Flexible and Interactive Tradeoff Method Based on Numerical Simulation Experiments. Pesquisa Operacional, 40, 1-25.
  • Monte, M. B. S. and Morais, D. C. (2019) A decision model for identifying and solving problems in an urban water supply system. Water Resources Management, 33(14), 4835-4848.
  • Pergher, I., Frej, E. A., Roselli, L. R. P. and de Almeida, A. T. (2020) Integrating simulation and FITradeoff method for scheduling rules selection in job-shop production systems. International Journal of Production Economics, 227, 107669.
  • Roselli, L. R. P. and de Almeida, A.T. (2020a) Analysis of Graphical Visualizations for Multi-criteria Decision Making in FITradeoff Method Using a Decision Neuroscience Experiment. Lecture Notes in Business Information Processing, 384. Springer International Publishing, 42-54.
  • Roselli, L. R. P. and de Almeida, A.T. (2020b) Improvements in the FITradeoff Decision Support System for ranking order problematic based in a behavioral study with NeuroIS tools. In: Proceedings of the NeuroIS Retreat 2020. NeuroIS Retreat, 43, 121–132. Springer, Cham.
  • Roselli, L. R. P., de Almeida, A. T. and Frej, E. A. (2019) Decision neuroscience for improving data visualization of decision support in the FITradeoff method. Oper. Res. Int. J., 19(4), 933–953.
  • Roselli, L. R. P., Pereira, L. S, Silva, A. L. C. L; de Almeida, A. T., Morais, D. C. and Costa, A. P. C. S. (2019) Neuroscience experiment applied to investigate decision-maker behavior in the tradeoff elicitation procedure. Annals of Operations Research, 289(1), 67–84.
  • Roselli, L.R.P. and de Almeida, A.T. (2019a) Investigating Graphical Visualization in FITradeoff method with Neuroscience using EEG and Eye-tracker. Local proceedings for Group Decision and Negotiation. In: Proceedings of 19th International Conference on Group Decision and Negotiation, Loughborough.
  • Roselli, L.R.P. and de Almeida, A.T. (2019b) Analyzing graphical visualization for multi-attribute decision making using EEG and eye-tracker. In: NeuroPsychoEconomics Conference, Rome. Poster section.
  • Roselli, L.R.P., Frej, E.A. and de Almeida, A.T. (2018) Neuroscience Experiment for Graphical Visualization in the FITradeoff Decision Support System. In: Y. Chen, G. Kersten, R. Vetschera, H. Xu, eds., Group Decision and Negotiation in an Uncertain World. GDN 2018. Lecture Notes in Business Information Processing, 315. Springer, Cham, 56–69.
  • Santos, I.M., Roselli, L.R.P, da Silva, A.L.G. and Alencar, L.H. (2020) A Supplier Selection Model for aWholesaler and Retailer Company Based on FITradeoff Multicriteria Method. Mathematical Problems in Engineering, 2020.
  • Silva, A. L. C. L., Costa, A. P. C. S. and de Almeida, A. T. (2021) Exploring cognitive aspects of FITradeoff method using neuroscience tools. Annals of Operions Research 2021, 1–23.
  • Silva, M. M., de Gusmão, A. P. H., de Andrade, C. T. A. and Silva, W. (2019) The integration of VFT and FITradeoffmulticriteria method for the selection of WCM projects. In: 2019 IEEE International Conference on Systems, Man and Cybernetics (SMC). IEEE, 1513-1517.
  • Weber, M. and Borcherding, K. (1993) Behavioral influences on weight judgments in multi-attribute decision making. European Journal of Operational Research, 67:1–12.
Typ dokumentu
Bibliografia
Identyfikator YADDA
bwmeta1.element.baztech-86bb688f-993f-4a8c-8fa4-b20f9f9436e9
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