Mehdi Toloo

Mehdi Toloo, B.Sc. (Pure Mathematics), M.Sc. (Applied Mathematics), Ph.D. (Operations Research), professor in the Department of Systems Engineering and Informatics, Technical University of Ostrava, Czech Republic. Areas of interest include Operations Research, Optimization, Linear Programming, Data Envelopment Analysis, Multi-Objective Programming, and Network Flows. He acts as an area editor in Computers & Industrial Engineering at ELSEVIER. He has written fourteen books and his research has been published in top-tier journals including OMEGA, Energy, European Journal of Operational Research, Computers & Industrial Engineering, Computers & Operations Research, International Journal of Production Research, Journal of the Operational Research Society, Annals of Operations Research, Applied Mathematics and Computers, Applied Mathematical Modelling, Expert Systems with Applications, International Journal of Advanced Manufacturing Technology, Computers and Mathematics with Applications and Measurement

Informações coletadas do Lattes em 14/05/2023

Acadêmico

Formação acadêmica

Doutorado em Applied Mathematics

1996 - 2002

Islamic Azad University, IAU, Emirados Árabes
Título: Self-Similar Network Flows: Theory & Applications
Orientador: Prof. Hasan Salehi Fathabadi

Mestrado em Applied Mathematics

1993 - 1996

Azad University, Karaj Branch
Título: Computational Accuracy in DEA,Ano de Obtenção: 1996
Orientador: Gholamreza Jahanshaloo
Palavras-chave: Data Envelopment Analysis.

Graduação em Pure Mathematics

1989 - 1996

Razi University

Idiomas

Inglês

Compreende Bem, Fala Bem, Lê Bem, Escreve Bem.

Persa

Compreende Bem, Fala Bem, Lê Bem, Escreve Bem.

Tcheco

Compreende Razoavelmente, Fala Pouco, Lê Razoavelmente, Escreve Razoavelmente.

Áreas de atuação

Grande área: Engenharias / Área: Engenharia de Produção / Subárea: Pesquisa Operacional.

Grande área: Engenharias / Área: Engenharia de Produção / Subárea: Pesquisa Operacional/Especialidade: Programação Linear, Não-Linear, Mista e Dinâmica.

Grande área: Ciências Exatas e da Terra / Área: Matemática / Subárea: Matemática Aplicada.

Produções bibliográficas

EBRAHIMI, BOHLOOL ; TOLOO, MEHDI . Efficiency bounds and efficiency classifications in imprecise DEA: An extension. JOURNAL OF THE OPERATIONAL RESEARCH SOCIETY , v. 1, p. 1-14, 2019.
ABOLGHASEM, SEPIDEH ; TOLOO, MEHDI ; AMÉZQUITA, SANTIAGO . Cross-efficiency evaluation in the presence of flexible measures with an application to healthcare systems. Health Care Management Science , v. 1, p. 1-22, 2019.
AMIN, GHOLAM R. ; AL-MUHARRAMI, SAEED ; TOLOO, MEHDI . A combined goal programming and inverse DEA method for target setting in mergers. EXPERT SYSTEMS WITH APPLICATIONS , v. 115, p. 412-417, 2019.
TOLOO, MEHDI ; MENSAH, EMMANUEL KWASI . Robust optimization with nonnegative decision variables: A DEA approach. COMPUTERS & INDUSTRIAL ENGINEERING , v. 127, p. 313-325, 2019.
MAHDILOO, MAHDI ; TOLOO, MEHDI ; DUONG, THACH-THAO ; FARZIPOOR SAEN, REZA ; TATHAM, PETER . Integrated data envelopment analysis: Linear vs. nonlinear model. EUROPEAN JOURNAL OF OPERATIONAL RESEARCH , v. 268, p. 255-267, 2018.
TOLOO, MEHDI ; KESHAVARZ, ESMAEIL ; HATAMI-MARBINI, ADEL . Dual-role factors for imprecise data envelopment analysis. OMEGA-INTERNATIONAL JOURNAL OF MANAGEMENT SCIENCE , v. 77, p. 15-31, 2018.
RAHNAMA, AMIR HOSSEIN AKHAVAN ; TOLOO, MEHDI ; ZAIDENBERG, NEZER JACOB . An LP-based hyperparameter optimization model for language modeling. THE JOURNAL OF SUPERCOMPUTING (DORDRECHT. ONLINE) , v. 74, p. 2151-2160, 2018.
TOLOO, MEHDI ; ALLAHYAR, MARYAM ; HANč . A non-radial directional distance method on classifying inputs and outputs in DEA: Application to banking industry. EXPERT SYSTEMS WITH APPLICATIONS , v. 92, p. 495-506, 2018.
JABLONSKÝ, JOSEF ; EMROUZNEJAD, ALI ; TOLOO, MEHDI . Editorial: Special issue on data envelopment analysis. Central European Journal of Operations Research , v. 26, p. 809-812, 2018.
KESHAVARZ, ESMAEIL ; TOLOO, MEHDI . A hybrid data envelopment analysis and multi-attribute decision making approach to sustainability assessment. EXPERT SYSTEMS , v. 1, p. e12347, 2018.
BABAZADEH, REZA ; KHALILI, MOHAMMAD ; TOLOO, MEHDI . A Data Envelopment Analysis Method for Location Optimization of Microalgae Cultivation: A Case Study. Waste and Biomass Valorization , v. 1, p. 1-14, 2018.
SALAHI, MAZIAR ; TOLOO, MEHDI ; HESABIRAD, ZEYNAB . Robust Russell and enhanced Russell measures in DEA. JOURNAL OF THE OPERATIONAL RESEARCH SOCIETY , v. 1, p. 1-9, 2018.
TOLOO, MEHDI ; NALCHIGAR, SOROOSH ; SOHRABI, BABAK . Selecting most efficient information system projects in presence of user subjective opinions: a DEA approach. Central European Journal of Operations Research , v. 26, p. 1027-1051, 2018.
TOLOO, MEHDI ; ALLAHYAR, MARYAM . A simplification generalized returns to scale approach for selecting performance measures in data envelopment analysis. MEASUREMENT , v. 121, p. 327-334, 2018.
TOLOO, MEHDI ; SALAHI, MAZIAR . A powerful discriminative approach for selecting the most efficient unit in DEA. COMPUTERS & INDUSTRIAL ENGINEERING , v. 115, p. 269-277, 2018.
KRESTA, ALE? ; TICHÝ, TOMÁ? ; TOLOO, MEHDI . Posouzení model- odhadu tr-ního rizika s vyu-itím DEA p-ístupu. POLITICKA EKONOMIE , v. 65, p. 161-178, 2017.
TOLOO, M. ; EMROUZNEJAD, A. ; MORENO, P. . A linear relational DEA model to evaluate two-stage processes with shared inputs. COMPUTATIONAL AND APPLIED MATHEMATICS , v. 36, p. 45, 2017.
TOLOO, MEHDI ; TAVANA, MADJID ; SANTOS-ARTEAGA, FRANCISCO J. . An integrated data envelopment analysis and mixed integer non-linear programming model for linearizing the common set of weights. Central European Journal of Operations Research , v. 1, p. 1-18, 2017.
HATAMI-MARBINI, ADEL ; TOLOO, MEHDI . An extended multiple criteria data envelopment analysis model. EXPERT SYSTEMS WITH APPLICATIONS , v. 73, p. 201-219, 2017.
SALAHI, MAZIAR ; TOLOO, MEHDI . In the determination of the most efficient decision making unit in data envelopment analysis: A comment. COMPUTERS & INDUSTRIAL ENGINEERING , v. 104, p. 216-218, 2017.
TOLOO, MEHDI ; TAVANA, MADJID . A novel method for selecting a single efficient unit in data envelopment analysis without explicit inputs/outputs. ANNALS OF OPERATIONS RESEARCH , v. 253, p. 657-681, 2017.
TOLOO, MEHDI ; EMROUZNEJAD, ALI ; MORENO, PLÁCIDO . A linear relational DEA model to evaluate two-stage processes with shared inputs. COMPUTATIONAL & APPLIED MATHEMATICS , v. 36, p. 45-61, 2017.
ARABI, BEHROUZ ; MUNISAMY, SUSILA ; EMROUZNEJAD, ALI ; TOLOO, MEHDI ; GHAZIZADEH, MOHAMMAD SADEGH . Eco-efficiency considering the issue of heterogeneity among power plants. ENERGY , v. 111, p. 722-735, 2016.
MASOUMZADEH, ATEFEH ; TOLOO, MEHDI ; AMIRTEIMOORI, ALIREZA . Performance assessment in production systems without explicit inputs: an application to basketball players. IMA Journal of Management Mathematics , v. 27, p. 143-156, 2016.
TOLOO, MEHDI . A cost efficiency approach for strategic vendor selection problem under certain input prices assumption. MEASUREMENT , v. 85, p. 175-183, 2016.
TOLOO, MEHDI ; JALILI, RAHELE . LU Decomposition in DEA with an Application to Hospitals. Computational Economics , v. 47, p. 473-488, 2016.
TOLOO, MEHDI ; BABAEE, SEDDIGHEH . On variable reductions in data envelopment analysis with an illustrative application to a gas company. APPLIED MATHEMATICS AND COMPUTATION , v. 270, p. 527-533, 2015.
TOLOO, MEHDI ; BARAT, MONA . On considering dual-role factor in supplier selection problem. MATHEMATICAL METHODS OF OPERATIONS RESEARCH , v. 82, p. 107-122, 2015.
TOLOO, MEHDI . A technical note on `erratum to -Finding the most efficient DMUs in DEA: An improved integrated model- [Comput. Indus. Eng. 52 (2007) 71-77]?. COMPUTERS & INDUSTRIAL ENGINEERING , v. 83, p. 261-263, 2015.
TOLOO, MEHDI ; ZANDI, AMENEH ; EMROUZNEJAD, ALI . Evaluation efficiency of large-scale data set with negative data: an artificial neural network approach. JOURNAL OF SUPERCOMPUTING , v. 71, p. 2397-2411, 2015.
TOLOO, MEHDI . Alternative minimax model for finding the most efficient unit in data envelopment analysis. COMPUTERS & INDUSTRIAL ENGINEERING , v. 81, p. 186-194, 2015.
TOLOO, MEHDI ; TICHÝ, TOMÁ? . Two alternative approaches for selecting performance measures in data envelopment analysis. MEASUREMENT , v. 65, p. 29-40, 2015.
TOLOO, MEHDI ; MASOUMZADEH, ATEFEH ; BARAT, MONA . Finding an Initial Basic Feasible Solution for DEA Models with an Application on Bank Industry. Computational Economics , v. 45, p. 323-336, 2015.
KESHAVARZ, ESMAIL ; TOLOO, MEHDI . Efficiency status of a feasible solution in the Multi-Objective Integer Linear Programming problems: A DEA methodology. APPLIED MATHEMATICAL MODELLING , v. 39, p. 3236-3247, 2015.
TOLOO, MEHDI ; BARAT, MONA ; MASOUMZADEH, ATEFEH . Selective measures in data envelopment analysis. ANNALS OF OPERATIONS RESEARCH , v. 226, p. 623-642, 2015.
TOLOO, MEHDI ; FARZIPOOR SAEN, REZA ; AZADI, MAJID . Obviating some of the theoretical barriers of data envelopment analysis-discriminant analysis: an application in predicting cluster membership of customers. JOURNAL OF THE OPERATIONAL RESEARCH SOCIETY , v. 66, p. 674-683, 2015.
KESHAVARZ, ESMAIEL ; TOLOO, MEHDI . Finding efficient assignments: An innovative DEA approach. MEASUREMENT , v. 58, p. 448-458, 2014.
TOLOO, MEHDI ; KRESTA, ALE? . Finding the best asset financing alternative: A DEA-WEO approach. MEASUREMENT , v. 55, p. 288-294, 2014.
TOLOO, MEHDI . The role of non-Archimedean epsilon in finding the most efficient unit: With an application of professional tennis players. APPLIED MATHEMATICAL MODELLING , v. 38, p. 5334-5346, 2014.
TOLOO, MEHDI ; ERTAY, TIJEN . The most cost efficient automotive vendor with price uncertainty: A new DEA approach. MEASUREMENT , v. 52, p. 135-144, 2014.
TOLOO, MEHDI . Notes on classifying inputs and outputs in data envelopment analysis: A comment. EUROPEAN JOURNAL OF OPERATIONAL RESEARCH , v. 235, p. 810-812, 2014.
TOLOO, MEHDI . An epsilon-free approach for finding the most efficient unit in DEA. APPLIED MATHEMATICAL MODELLING , v. 38, p. 3182-3192, 2014.
TOLOO, MEHDI . Selecting and full ranking suppliers with imprecise data: A new DEA method. INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY , v. 74, p. 1141-1148, 2014.
TOLOO, MEHDI . The most efficient unit without explicit inputs: An extended MILP-DEA model. MEASUREMENT , v. 46, p. 3628-3634, 2013.
TOLOO, MEHDI . Alternative solutions for classifying inputs and outputs in data envelopment analysis. COMPUTERS & MATHEMATICS WITH APPLICATIONS , v. 63, p. 1104-1110, 2012.
TOLOO, MEHDI . On finding the most BCC-efficient DMU: A new integrated MIP-DEA model. APPLIED MATHEMATICAL MODELLING , v. 36, p. 5515-5520, 2012.
TOLOO, MEHDI ; NALCHIGAR, SOROOSH . A new DEA method for supplier selection in presence of both cardinal and ordinal data. EXPERT SYSTEMS WITH APPLICATIONS , v. 38, p. 14726-14731, 2011.
AMIN, GHOLAM R. ; TOLOO, MEHDI ; SHEIKHAN, M. . Input and output scaling in advanced manufacturing technology: theory and application. INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY , v. 50, p. 1235-1241, 2010.
TOLOO, MEHDI ; SOHRABI, BABAK ; NALCHIGAR, SOROOSH . A new method for ranking discovered rules from data mining by DEA. EXPERT SYSTEMS WITH APPLICATIONS , v. 36, p. 8503-8508, 2009.
TOLOO, MEHDI . On classifying inputs and outputs in DEA: A revised model. EUROPEAN JOURNAL OF OPERATIONAL RESEARCH , v. 198, p. 358-360, 2009.
TOLOO, MEHDI ; NALCHIGAR, SOROOSH . A new integrated DEA model for finding most BCC-efficient DMU. APPLIED MATHEMATICAL MODELLING , v. 33, p. 597-604, 2009.
AMIN, GHOLAM R. ; TOLOO, M. . Finding the most efficient DMUs in DEA: An improved integrated model. COMPUTERS & INDUSTRIAL ENGINEERING , v. 52, p. 71-77, 2007.
AMIN, GHOLAM R. ; TOLOO, M. ; SOHRABI, B. . An improved MCDM DEA model for technology selection. INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH , v. 44, p. 2681-2686, 2006.
TOLOO, MEHDI . Comment on -A comparison of parametric and non-parametric distance functions (by Tim Coelli and Sergio Perelman)-. EUROPEAN JOURNAL OF OPERATIONAL RESEARCH , v. 171, p. 344-345, 2006.
AMIN, GHOLAM R. ; TOLOO, MEHDI . A polynomial-time algorithm for finding ε in DEA models. COMPUTERS & OPERATIONS RESEARCH , v. 31, p. 803-805, 2004.
KESHAVARZ, E. ; TOLOO, M. . Performance measure selection problem with both orientations of envelopment forms in DEA. In: 48th International Conference on Computers & Industrial Engineering (CIE48), 2018, Auckland. 48th International Conference on Computers & Industrial Engineering (CIE48), 2018.
TOLOO, M. ; KESHAVARZ, E. . Input-output-orientated DEA models with selective measures. In: 12th Asia-Pacific Productivity Conference 2018 (APPC2018), 2018, Seoul. 12th Asia-Pacific Productivity Conference 2018, 2018.
TOLOO, M. ; KESHAVARZ, E. ; HATAMI-MARBINI, A. . Interval Dual-Role Factors in Data Envelopment Analysis. In: INFORMS International Conference, 2018, Taipei. INFORMS International Conference, 2018.
TOLOO, M. ; KESHAVARZ, E. . Flexible measures with different returns to scale technologies. In: Data Envelopment Analysis International Conference 2018 (DEAIC2018), 2018, Taipei. Data Envelopment Analysis International Conference 2018 (DEAIC2018), 2018.
MENSAH, E. K. ; TOLOO, M. ; ALFIERO, S. ; Esposito. A. . Modelling the efficiency of European banks: A robust approach to data uncertainty. In: International Conference On Data Envelopment Analysis (DEA40), 2018, Birmingham. International Conference On Data Envelopment Analysis (DEA40), 2018.
KESHAVARZ, E. ; TOLOO, M. . A comparison of envelopment models for selecting performance measures. In: 10th International Conference on Law, Business, Marketing and Education (LBME-17), 2017, Pattaya. 10th International Conference on Law, Business, Marketing and Education (LBME-17), 2017.
TOLOO, M. ; KESHAVARZ, E. . Selective measures under constant and variable returns-to-scale assumptions. In: International Conference on Business, Management, Law and Education (BMLE-17),, 2017, Kuala Lumpur. International Conference on Business, Management, Law and Education (BMLE-17),, 2017.
TOLOO, M. ; MENSAH, K. . Multi-objective extended transportation problem under demand and supply uncertainty. In: the 2017 International Conference on Multiple Objective Programming and Goal Programming (MOPGP2017), 2017, Metz. the 2017 International Conference on Multiple Objective Programming and Goal Programming (MOPGP2017), 2017.
TOLOO, M. ; ALLAHYAR, M. . A DEA approach for selecting performance measures in presence of negative dat. In: 35th International Conference on Mathematical Methods in Economics (MME2017), 2017, Hradec Králové. 35th International Conference on Mathematical Methods in Economics (MME2017), 2017.
TOLOO, M. ; HATAMIMARBINI, A. . A DEA-DA approach for classifying multi-group observations. In: Conference of the International Federation of Operational Research Societies (IFORS), 2017, Québec. Conference of the International Federation of Operational Research Societies (IFORS), 2017.
TOLOO, M. ; ALLAHYAR, M. ; HANČ . A directional distance method on classifying inputs and outputs in DEA: Application to banking industry. In: 15th International Conference on Data Envelopment Analysis (DEA2017), 2017, Prague. 15th International Conference on Data Envelopment Analysis (DEA2017), 2017.
ALFIERO, S. ; Esposito. A. ; MADHOOSHIARZANAG, P. ; TOLOO, M. . The efficiency measures of the European commercial banking sector. A relational network DEA application. In: 15th International Conference on Data Envelopment Analysis (DEA2017), 2017, Prague. 15th International Conference on Data Envelopment Analysis (DEA2017), 2017.
HANč ; TOLOO, M. ; MELECKÝ, L. ; STANIČ . Energy Efficiency Comparison of EU28 Countries Based on Various Undesirable Outputs of Air Emissions. In: 15th International Conference on Data Envelopment Analysis (DEA2017), 2017, Prague. 15th International Conference on Data Envelopment Analysis (DEA2017), 2017.
FRANEK, J. ; TOLOO, M. . A two-stage DEA approach to analysis of economies of scope: case of China Mobile. In: 15th International Conference on Data Envelopment Analysis (DEA2017), 2017, Prague. 15th International Conference on Data Envelopment Analysis (DEA2017), 2017.
TOLOO, M. ; MENSAH, K. . Robust optimisation for nonnegative decision variables: A DEA approach. In: 15th International Conference on Data Envelopment Analysis (DEA2017), 2017, Prague. 15th International Conference on Data Envelopment Analysis (DEA2017), 2017.
TOLOO, M. ; MIRBOLOUKI, M. ; ALLAHYAR, M. . A new project selecting method using Data Envelopment Analysis. In: 47th International Conference on Computers & Industrial Engineering (CIE47), 2017, Lisboa. 47th International Conference on Computers & Industrial Engineering (CIE47), 2017.
KHEZRIMOTLAGH, DARIUSH ; ZHU, JOE ; COOK, WADE D. ; TOLOO, MEHDI . Data envelopment analysis and big data. EUROPEAN JOURNAL OF OPERATIONAL RESEARCH , 2019.
SANTOS ARTEAGA, FRANCISCO J. ; TAVANA, MADJID ; DI CAPRIO, DEBORA ; TOLOO, MEHDI . A dynamic multi-stage slacks-based measure data envelopment analysis model with knowledge accumulation and technological evolution. EUROPEAN JOURNAL OF OPERATIONAL RESEARCH , 2019.
TOLOO, MEHDI ; HANč . Multi-valued measures in DEA in the presence of undesirable outputs. OMEGA-INTERNATIONAL JOURNAL OF MANAGEMENT SCIENCE , 2019.
HATAMI-MARBINI, ADEL ; TOLOO, MEHDI . Data Envelopment Analysis Models with Ratio Data: A revisit. COMPUTERS & INDUSTRIAL ENGINEERING , 2019.

Histórico profissional

Experiência profissional

2013 - Atual

Technical University de Ostrava

Vínculo: Celetista, Enquadramento Funcional: Full professor