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A robust optimization approach for imprecise data envelopment analysis
16 references·16 citing·31 second hopsampled
A robust optimization approach for imprecise data envelopment analysis (2010)A robust optimization approach for imprec…The Price of Robustness (2004)The Price of RobustnessRobust linear optimization under general norms (2004)Robust linear optimization un…Fuzzy data envelopment analysis (DEA): a possibility approach (2003)Fuzzy data envelopment analys…William W.Cooper,Lawrence M.Seiford,Kaoru Tone 著, DATA ENVELOPMENT ANALYSIS : A Comprehensive Text with Models, Applications, References and DEA-Solver Software, Kluwer Academic Publishers, 2000年, 318頁 (2002)William W.Cooper,Lawrence M.S…Dual models of interval DEA and its extension to interval data (2002)Dual models of interval DEA a…Data envelopment analysis with imprecise data (2002)Data envelopment analysis wit…Fuzzy DEA: a perceptual evaluation method (2001)Fuzzy DEA: a perceptual evalu…Statistical Inference in Nonparametric Frontier Models: The State of the Art (2000)Statistical Inference in Nonp…Robust solutions of Linear Programming problems contaminated with uncertain data (2000)Robust solutions of Linear Pr…Fuzzy efficiency measures in data envelopment analysis (2000)Fuzzy efficiency measures in …Robust solutions of uncertain linear programs (1999)Robust solutions of uncertain…IDEA and AR-IDEA: Models for Dealing with Imprecise Data in DEA (1999)IDEA and AR-IDEA: Models for …Data Envelopment Analysis: A Comprehensive Text with Models, Applications, References and DEA-Solver Software (1999)Data Envelopment Analysis: A …Robust Convex Optimization (1998)Robust Convex OptimizationA fuzzy systems approach in data envelopment analysis (1992)A fuzzy systems approach in d…Measuring the efficiency of decision making units (1978)Measuring the efficiency of d…Robust optimization and its duality in data envelopment analysis (2021)Robust optimization and its d…Data envelopment analysis and robust optimization: A review (2020)Data envelopment analysis and…A robust cross-efficiency data envelopment analysis model with undesirable outputs (2020)A robust cross-efficiency dat…A novel two-phase robust portfolio selection and optimization approach under uncertainty: A case study of Tehran stock exchange (2020)A novel two-phase robust port…How to assess sustainability of suppliers in volume discount context? A new data envelopment analysis approach (2017)How to assess sustainability …Fuzzy efficiency measures in data envelopment analysis using lexicographic multiobjective approach (2017)Fuzzy efficiency measures in …A new robust DEA model and super-efficiency measure (2017)A new robust DEA model and su…Efficiency measurement of DMUs with undesirable outputs under uncertainty based on the directional distance function: Application on bank industry (2016)Efficiency measurement of DMU…An extended multiple criteria data envelopment analysis model (2016)An extended multiple criteria…Robust optimization under correlated polyhedral uncertainty set (2015)Robust optimization under cor…Robust data envelopment analysis approaches for evaluating algorithmic performance (2015)Robust data envelopment analy…Measuring technical efficiency of potato production in Iran using robust data envelopment analysis (2015)Measuring technical efficienc…Restricting weight flexibility in fuzzy two-stage DEA (2014)Restricting weight flexibilit…Interval data without sign restrictions in DEA (2013)Interval data without sign re…Sensitivity analysis of network DEA: NSBM versus NRAM (2012)Sensitivity analysis of netwo…An overall profit Malmquist productivity index with fuzzy and interval data (2011)An overall profit Malmquist p…Separation of Ownership and Control (1983)A slacks-based measure of super-efficiency in data envelopment analysis (2002)Handbook of Quantitative Science and Technology Research (2005)Network DEA: A slacks-based measure approach (2008)Adjustable robust solutions of uncertain linear programs (2004)Stochastic Programming (2010)Introduction to Stochastic Programming (2011)Solving two-stage robust optimization problems using a column-and-constraint generation method (2013)The Measurement of Efficiency of Production (1985)Polyhedral Cone-Ratio DEA Models with an illustrative application to large commercial banks (1990)Data Envelopment Analysis: Theory, Methodology, and Applications (1994)Returns to scale in different DEA models (2003)Measuring the innovation production process: A cross-region empirical study of China’s high-tech innovations (2010)The Measurement of Productive Efficiency (1957)Some Models for Estimating Technical and Scale Inefficiencies in Data Envelopment Analysis (1984)A Procedure for Ranking Efficient Units in Data Envelopment Analysis (1993)A slacks-based measure of efficiency in data envelopment analysis (2001)Accounting for Environmental Effects and Statistical Noise in Data Envelopment Analysis (2002)Nonparametric frontier estimation: a robust approach (2002)Theory of Cost and Production Functions (2015)Robust optimization ? methodology and applications (2002)Convex Approximations of Chance Constrained Programs (2006)Distributionally Robust Optimization Under Moment Uncertainty with Application to Data-Driven Problems (2010)Theory and Applications of Robust Optimization (2010)A Robust Optimization Perspective on Stochastic Programming (2007)Selected topics in robust convex optimization (2007)Trends in Multiple Criteria Decision Analysis (2010)Data-Driven Distributionally Robust Optimization Using the Wasserstein Metric: Performance Guarantees and Tractable Reformulations (2015)An Introduction to ‘Benefit of the Doubt’ Composite Indicators (2006)Data Envelopment Analysis: History, Models, and Interpretations (2011)On the Methodological Framework of Composite Indices: A Review of the Issues of Weighting, Aggregation, and Robustness (2018)
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References

  • 1978Measuring the efficiency of decision making units29,755 cited
  • 2004The Price of Robustness4,620 cited
  • 1999Data Envelopment Analysis: A Comprehensive Text with Models, Applications, References and DEA-Solver Software3,754 cited
  • 1998Robust Convex Optimization2,606 cited
  • 1999Robust solutions of uncertain linear programs1,832 cited
  • 2000Robust solutions of Linear Programming problems contaminated with uncertain data1,745 cited
  • 2000Statistical Inference in Nonparametric Frontier Models: The State of the Art1,053 cited
  • 2002William W.Cooper,Lawrence M.Seiford,Kaoru Tone 著, DATA ENVELOPMENT ANALYSIS : A Comprehensive Text with Models, Applications, References and DEA-Solver Software, Kluwer Academic Publishers, 2000年, 318頁913 cited
  • 1999IDEA and AR-IDEA: Models for Dealing with Imprecise Data in DEA482 cited
  • 2004Robust linear optimization under general norms482 cited
  • 2000Fuzzy efficiency measures in data envelopment analysis474 cited
  • 2001Fuzzy DEA: a perceptual evaluation method423 cited
  • 2003Fuzzy data envelopment analysis (DEA): a possibility approach410 cited
  • 2002Data envelopment analysis with imprecise data389 cited
  • 1992A fuzzy systems approach in data envelopment analysis

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373 cited
  • 2002Dual models of interval DEA and its extension to interval data365 cited
  • Cited by

    • 2020Data envelopment analysis and robust optimization: A review107 cited
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    • 2015Robust optimization under correlated polyhedral uncertainty set66 cited
    • 2013Interval data without sign restrictions in DEA62 cited
    • 2021Robust optimization and its duality in data envelopment analysis61 cited
    • 2017Fuzzy efficiency measures in data envelopment analysis using lexicographic multiobjective approach58 cited
    • 2016An extended multiple criteria data envelopment analysis model50 cited
    • 2011An overall profit Malmquist productivity index with fuzzy and interval data49 cited
    • 2014Restricting weight flexibility in fuzzy two-stage DEA49 cited
    • 2015Measuring technical efficiency of potato production in Iran using robust data envelopment analysis49 cited
    • 2017How to assess sustainability of suppliers in volume discount context? A new data envelopment analysis approach47 cited
    • 2020A novel two-phase robust portfolio selection and optimization approach under uncertainty: A case study of Tehran stock exchange41 cited
    • 2020A robust cross-efficiency data envelopment analysis model with undesirable outputs40 cited
    • 2017A new robust DEA model and super-efficiency measure38 cited
    • 2015Robust data envelopment analysis approaches for evaluating algorithmic performance38 cited
    • 2016Efficiency measurement of DMUs with undesirable outputs under uncertainty based on the directional distance function: Application on bank industry37 cited