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Grupo de Análisis Envolvente de Datos: aspectos metodológicos, computacionales y aplicaciones

Miembros:

Javier Alcaraz Soria

Juan

Fernando

monge

Jesús Tadeo Pastor Ciurana

Fernando Vidal

Zofio

Otros miembros:

Magda

Lidia Ortiz Henarejos

 Zhu

Proyectos conseguidos como grupo:

  • “Eficiencia técnica y productividad: avances metodológicos y aplicaciones” (MTM2016-79765-P) IPs: Jesús T. Pastor y Juan Aparicio
  • “Diseño de nuevos índices de eficiencia y productividad con aplicaciones” (MTM2013-43903-P) IPs: Jesús T. Pastor y Juan Aparicio

Software:

Publicaciones JCR del grupo desde 2015:

  • Alcaraz, J., Landete, M., Monge, J.F. & Sainz-Pardo, J.L. (2020). Multi-objective evolutionary algorithms for a reliability location problem. European Journal of Operational Research, 283 (1), 83-93. 

Enlace: https://www.sciencedirect.com/science/article/pii/S0377221719308951

  • Pastor, J.T., Lovell, C.A.K. &  Aparicio, J. (2020). Defining a new graph inefficiency measure for the proportional directional distance function and introducing a new Malmquist productivity index. Socio-Economic Planning Sciences, 68 (1), 222-230. 

Enlace: https://www.sciencedirect.com/science/article/pii/S0377221719306745

  • Aparicio, J., Borras, F., Ortiz, L., Pastor, J.T., Vidal, F. (2019). Luenberger-type indicators based on the weighted additive distance function. Annals of Operations Research, 278 (1), 195-213.

Enlace: https://link.springer.com/article/10.1007/s10479-017-2620-2

  • Aparicio, J., Cordero, J.M. &  Ortiz, L. (2019). Measuring efficiency in education: The influence of imprecision and variability in data on DEA estimates. Annals of Operations Research, 68 (Art. Nº 100698) 

        Enlace: https://www.sciencedirect.com/science/article/pii/S0038012118302684

  • Aparicio, J., Cordero, J.M. &  Díaz-Caro, C. (2019). Efficiency and productivity change of regional tax offices in Spain: an empirical study using Malmquist–Luenberger and Luenberger indices. Empirical Economics.

Enlace: https://link.springer.com/article/10.1007/s00181-019-01667-8

  • Aparicio, J., Kapelko, M. (2019). Accounting for slacks to measure dynamic inefficiency in data envelopment analysis. European Journal of Operational Research, 278 (2), 463-471

Enlace: https://www.sciencedirect.com/science/article/pii/S0377221718307409

  • Aparicio, J., Kapelko, M. (2019). Enhancing the Measurement of Composite Indicators of Corporate Social Performance. Social Indicators Research, 144 (2), 807-826

Enlace: https://link.springer.com/article/10.1007/s11205-018-02052-1

  • Aparicio, J., Landete, M., Monge, J.F. (2019). A linear ordering problem of sets. Annals of Operations Research.

Enlace: https://www.researchgate.net/publication/337137011_A_linear_ordering_problem_of_sets

  • Charles, V., Aparicio, J., Zhu, J. (2019). The curse of dimensionality of decision-making units: A simple approach to increase the discriminatory power of data envelopment analysis. European Journal of Operational Research, 279 (3), 929-940

Enlace: https://www.sciencedirect.com/science/article/pii/S0377221719305168

  • González, M., López-Espín, J.J., Aparicio, J., Giménez, D. (2019). A parallel application of matheuristics in data envelopment analysis. Advances in Intelligent Systems and Computing, 800, 172-179

Enlace: https://link.springer.com/chapter/10.1007/978-3-319-94649-8_21

  • Jradi, S., Bouzdine Chameeva, T., Aparicio, J. (2019). The measurement of revenue inefficiency over time: An additive perspective. Omega (United Kingdom), 83, 167-180

Enlace: https://www.sciencedirect.com/science/article/pii/S0305048317300865

  • Aparicio, J., Borras, F., Ortiz, L., Pastor, J.T. & Vidal, F. (2019). Luenberger-type indicators based on the weighted additive distance function. Annals of Operations Research, 278 (1), 195-213. 

Enlace: https://link.springer.com/article/10.1007%2Fs10479-017-2620-2

  • Pastor, J.T., Lovell, C.A.K. & Aparicio, J. (2019). Defining a new graph inefficiency measure for the proportional directional distance function and introducing a new Malmquist productivity index. European Journal of Operational Research, 278 (6).

Enlace: https://www.sciencedirect.com/science/article/abs/pii/S0377221719306745?via%3Dihub

  • Pastor, J.T., Aparicio, J., Alcaraz, J. & Vidal, F., Pastor, D. (2019). Bounded directional distance function models. Central European Journal of Operations Research, 26 (4), 985-1004.

Enlace: https://link.springer.com/article/10.1007/s10100-018-0562-7

      • Aparicio, J., Duran, M.A., Lozano-Vivas, A. & Pastor, J.T. (2019). Are charter value and supervision aligned? A segmentation analysis. Journal of Financial Stability, 37, 60-73.

Enlace: https://www.sciencedirect.com/science/article/pii/S1572308917303601

      • Aparicio, J., Garcia-Nove, E.M., Kapelko, M. & Pastor, J.T. (2019). Graph productivity change measure using the least distance to the pareto-efficient frontier in data envelopment analysis. Omega (United Kingdom), 72, 1-14.

Enlace: https://www.sciencedirect.com/science/article/pii/S0305048316308234

      • Aparicio, J., Cordero, J.M. & Pastor, J.T. (2019). The determination of the least distance to the strongly efficient frontier in Data Envelopment Analysis oriented models: Modelling and computational aspects. Omega (United Kingdom), 71, 1-10.

Enlace: https://www.sciencedirect.com/science/article/pii/S0305048316301803

      • Aparicio, J., Pastor, J.T., Sainz-Pardo, J.L. & Vidal, F. (2018). Estimating and decomposing overall inefficiency by determining the least distance to the strongly efficient frontier in data envelopment analysis. Operational Research, 1-24.

Enlace: https://link.springer.com/article/10.1007/s12351-017-0339-0

      • Aparicio, J., Ortiz, L. & Pastor, J.T. (2018). Measuring and decomposing profit inefficiency through the Slacks-Based Measure. European Journal of Operational Research, 260 (2), 650-654.

Enlace: https://www.sciencedirect.com/science/article/abs/pii/S0377221716310724

      • Aparicio, J., Barbero, J., Kapelko, M., Pastor, J.T. & Zofío, J.L. (2018). Testing the consistency and feasibility of the standard Malmquist-Luenberger index: Environmental productivity in world air emissions. Journal of Environmental Management, 196, 148-160.

Enlace: https://www.sciencedirect.com/science/article/pii/S0301479717302050

      • Aparicio, J., Pastor, J.T., Vidal, F. & Zofío, J.L. (2018). Evaluating productive performance: A new approach based on the product-mix problem consistent with Data Envelopment Analysis. Omega (United Kingdom), 67, 134-144.

Enlace: https://www.sciencedirect.com/science/article/pii/S0305048316301608

      • Aparicio, J., Pastor, J.T. & Zofio, J.L. (2018). Can Farrell’s allocative efficiency be generalized by the directional distance function approach? European Journal of Operational Research, 257 (1), 345-351.

Enlace: https://www.sciencedirect.com/science/article/abs/pii/S0377221716306221

      • Aparicio, J., Kapelko, M., Ortiz, L. & Pastor, J.T. (2018). Production under a quota system: An extension of the weighted additive model to assess technical efficiency. INFOR, 55 (3), 227-242.

Enlace: http://dspace.umh.es/jspui/bitstream/11000/4925/1/1-PAPER.pdf

      • Aparicio, J., Pastor, J.T. & Vidal, F. (2018). The weighted additive distance function. European Journal of Operational Research, 254 (1), 338-346.

Enlace: https://www.sciencedirect.com/science/article/pii/S0377221716302259

      • Aparicio, J., Monge, J.F., Ortiz, L. & Pastor, J.T. (2018). Changes in productivity in the virgin olive oil sector: An application to protected designations of origin in Spain. Spanish Journal of Agricultural Research, 14 (3), 1-12.

Enlace: http://revistas.inia.es/index.php/sjar/article/view/9433/2954

      • Aparicio, J., Pastor, J.T. & Vidal, F. (2018). The directional distance function and the translation invariance property. Omega (United Kingdom), 58, 1-3.

Enlace: https://www.sciencedirect.com/science/article/pii/S0305048315000869

      • Pastor, J.T., Aparicio, J., Alcaraz, J., Vidal, F. & Pastor, D. (2018). An enhanced BAM for unbounded or partially bounded CRS additive models. Omega (United Kingdom), 56, 16-24.

Enlace: https://www.sciencedirect.com/science/article/pii/S0305048315000407

      • Aparicio, J., Borras, F., Pastor, J.T., Vidal, F. (2018). Measuring and decomposing firm’s revenue and cost efficiency: The Russell measures revisited. International Journal of Production Economics, 165, 19-28.

Enlace: https://www.sciencedirect.com/science/article/pii/S0925527315000869

      • Aparicio, J., Mahlberg, B., Pastor, J.T. & Sahoo, B.K. (2017). Decomposing technical inefficiency using the principle of least action. European Journal of Operational Research, 239 (3), 776-785.

Enlace: https://www.sciencedirect.com/science/article/abs/pii/S0377221714004895?via%3Dihub

      • Aparicio, J. & Pastor, J.T. (2017). Closest targets and strong monotonicity on the strongly efficient frontier in DEA. Omega (United Kingdom), 44, 51-57.

Enlace: https://www.sciencedirect.com/science/article/pii/S0305048313000972

      • Aparicio, J. & Pastor, J.T. (2017). On how to properly calculate the Euclidean distance-based measure in DEA. Optimization, 63 (3), 421-432.

Enlace: https://www.tandfonline.com/doi/abs/10.1080/02331934.2012.655692

      • Aparicio, J., Pastor, J.T. & Zofio, J.L. (2017). How to properly decompose economic efficiency using technical and allocative criteria with non-homothetic DEA technologies. European Journal of Operational Research, 240 (3), 882-891.

Enlace: https://www.sciencedirect.com/science/article/abs/pii/S037722171400647X

      • Pastor, J.T., Campo, F.J.D., Vidal, F. & Pastor, D. (2017). Research note: Efficiency in attracting tourists via the Web – An application to the Mediterranean countries. Tourism Economics, 20 (1), 195-202.

Enlace: https://journals.sagepub.com/doi/abs/10.5367/te.2013.0267

      • Vidal, F., Aparicio, J., Pastor, J.T. & Pastor, D. (2017). Spanish virgin olive oil Designations of Origin. A technical efficiency analysis [Las Denominaciones de Origen de aceite de oliva virgen en España. Un análisis de su eficiencia técnica]. ITEA Informacion Tecnica Economica Agraria, 110 (2), 208-222.

Enlace: https://www.cabdirect.org/cabdirect/abstract/20143414598

      • Aparicio, J., Lopez-Espin, J.J., Martinez-Moreno, R. & Pastor, J.T. (2017). Benchmarking in data envelopment analysis: An approach based on genetic algorithms and parallel programming. Advances in Operations Research, 2014, 1-9.

Enlace: https://www.hindawi.com/journals/aor/2014/431749/

      • Escudero, L.F., Monge, J.F. & Morales, D.R. (2017). On the time-consistent stochastic dominance risk averse measure for tactical supply chain planning under uncertainty. Computers and Operations Research, 100, 270-286.

Enlace: https://www.sciencedirect.com/science/article/pii/S0305054817301946

      • Escudero, L.F. & Monge, J.F. (2017). On capacity expansion planning under strategic and operational uncertainties based on stochastic dominance risk averse management. Computational Management Science, 15 (3), 479-500.

Enlace: https://link.springer.com/article/10.1007/s10287-018-0318-9

      • Escudero, L.F., Garín, M.A., Monge, J.F. & Unzueta, A. (2017). On preparedness resource allocation planning for natural disaster relief under endogenous uncertainty with time-consistent risk-averse management. Computers and Operations Research, 98, 84-102.

Enlace: https://www.sciencedirect.com/science/article/pii/S030505481830131X

      • Escudero, L.F. & Monge, J.F. (2017). On Multistage Stochastic Mixed 0–1 Optimization with Time-Consistent Stochastic Dominance Risk Averse Management. Studies in Systems, Decision and Control, 142, 127-134.

Enlace: https://link.springer.com/chapter/10.1007/978-3-319-73848-2_12

      • Landete, M., Monge, J.F. & Ruiz, J.L. (2017). Robust DEA efficiency scores: A probabilistic/combinatorial approach. Expert Systems with Applications, 86, 1339-1351.

Enlace: https://www.sciencedirect.com/science/article/pii/S0957417417304001

      • Albareda-Sambola, M., Landete, M., Monge, J.F. & Sainz-Pardo, J.L. (2017). Introducing capacities in the location of unreliable facilities. European Journal of Operational Research, 259 (1), 175-188.

Enlace: https://www.sciencedirect.com/science/article/abs/pii/S0377221716308463

      • Sainz-Pardo, J.L., Alcaraz, J., Landete, M. & Monge, J.F. (2017). On relaxing the integrality of the allocation variables of the reliability fixed-charge location problem. Journal of Global Optimization, 67 (4), 787-804.

Enlace: https://link.springer.com/article/10.1007%2Fs10898-016-0439-z

      • García-Nové, E.M., Alcaraz, J., Landete, M., Monge, J.F. & Puerto, J. (2017). Rank aggregation in cyclic sequences. Optimization Letters, 11 (4), 667-678.

Enlace: https://link.springer.com/article/10.1007/s11590-016-1047-z

      • Aldasoro, U., Escudero, L.F., Merino, M., Monge, J.F. & Pérez, G. (2017). On parallelization of a stochastic dynamic programming algorithm for solving large-scale mixed 0–1 problems under uncertainty. TOP, 23 (3), 703-742.

Enlace: https://link.springer.com/article/10.1007/s11750-014-0359-3

      • Escudero, L.F., Monge, J.F. & Romero Morales, D. (2017). An SDP approach for multiperiod mixed 0-1 linear programming models with stochastic dominance constraints for risk management. Computers and Operations Research, 58, 32-40.

Enlace: https://research.cbs.dk/en/publications/an-sdp-approach-for-multiperiod-mixed-01-linear-programming-model

      • Alcaraz, J., Landete, M., Monge, J.F. & Sainz-Pardo, J.L. (2016). Strengthening the reliability fixed-charge location model using clique constraints. Computers and Operations Research, 60, 14-26.

Enlace: https://www.sciencedirect.com/science/article/pii/S030505481500026X?via%3Dihub

      • Beltran-Royo, C., Escudero, L.F. & Monge, J.F., Rodriguez-Ravines, R.E. (2016). An effective heuristic for multistage linear programming with a stochastic right-hand side. Computers and Operations Research, 51, 237-250.

Enlace: https://www.sciencedirect.com/science/article/pii/S0305054814001683

  • Pastor, J.T., Aparicio, J., Alcaraz, J., Vidal, F. & Pastor, D. (2015). An enhanced BAM for unbounded or partially bounded CRS additive models. Omega (United Kingdom), 56, 16-24.

Enlace: https://www.researchgate.net/publication/273525347_An_enhanced_BAM_for_unbounded_or_partially_bounded_CRS_additive_models

  • Alcaraz, J., Landete, M., Monge, J.F. & Sainz-Pardo, J.L. (2015). Strengthening the reliability fixed-charge location model using clique constraints. Computers and Operations Research, 60, 14-26.

Enlace: https://www.researchgate.net/publication/273207117_Strengthening_the_reliability_fixed-charge_location_model_using_clique_constraints

  • Pastor, J.T. &  Aparicio, J. (2015). Translation invariance in data envelopment analysis. International Series in Operations Research and Management Science, 221, 245-268.

Enlace: https://link.springer.com/article/10.1007/BF02187295

  • Pastor, J.T. & Aparicio, J. (2015).Multiplicative and additive distance functions: Efficiency measures and duality. Benchmarking for Performance Evaluation: A Production Frontier Approach, 251-281.

Enlace: https://link.springer.com/chapter/10.1007/978-81-322-2253-8_6

  • Aparicio, J., Borras, F., Pastor, J.T. & Vidal, F. (2015). Measuring and decomposing firm’s revenue and cost efficiency: The Russell measures revisited. International Journal of Production Economics, 165 (Art. Nº 6037), 19-28.

Enlace: https://www.sciencedirect.com/science/article/pii/S0925527315000869

  • González, M., López-Espín, J.J., Aparicio, J., Giménez, D. &  Pastor, J.T. (2015). Using genetic algorithms for maximizing technical efficiency in Data Envelopment Analysis. Procedia Computer Science, 51 (1), 374-383.

Enlace: https://www.sciencedirect.com/science/article/pii/S1877050915010650

  • Aldasoro, U., Escudero, L.F., Merino, M., Monge, J.F.& Pérez, G. (2015). On parallelization of a stochastic dynamic programming algorithm for solving large-scale mixed 0–1 problems under uncertainty. TOP, 23 (3), 702-742.

Enlace: https://link.springer.com/article/10.1007/s11750-014-0359-3

  • Escudero, L.F., Monge, J.F. &  Romero Morales, D. (2015). An SDP approach for multiperiod mixed 0-1 linear programming models with stochastic dominance constraints for risk management. Computers and Operations Research, 58, 32-40.

Enlace: https://www.sciencedirect.com/science/article/pii/S0305054814003281

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