A review of inverse data envelopment analysis: origins, development and future directions

A Emrouznejad, GR Amin, M Ghiyasi… - IMA journal of …, 2023 - academic.oup.com
Data envelopment analysis (DEA) is a widely used mathematical programming approach for
assessing the efficiency of decision-making units (DMUs) in various sectors. Inverse DEA is …

[HTML][HTML] An inverse data envelopment analysis model for solving time substitution problems

M Ghiyasi - Decision Analytics Journal, 2024 - Elsevier
This paper proposes new inverse data envelopment analysis (DEA) models considering
input and output efficiency measures for the time substitution problem. We compare our DEA …

Advances in inverse data envelopment analysis: empowering performance assessment

A Emrouznejad, GR Amin - IMA Journal of Management …, 2023 - academic.oup.com
Data envelopment analysis (DEA) is a non-parametric optimization approach that was first
introduced by Charnes et al.(1978) and is widely used for assessing the performance and …

Efficiency analysis in knitted fabric portfolio management using DEA

EW Benvenuti, ACK Bierhalz, CE Fries… - Research Journal of …, 2024 - emerald.com
Purpose The purpose of this paper is to develop a decision-making protocol to meet the new
requirements in an atypical panorama, such as the economic instability, in the textile …

[HTML][HTML] A novel model for merger analysis and target setting: A CSW-Inverse DEA approach

M Soltanifar, M Ghiyasi, A Emrouznejad… - Expert Systems with …, 2024 - Elsevier
The inverse data envelopment analysis (DEA) is an advanced complementary method for
efficiency analysis using the classical DEA approach. One of the inverse DEA (InvDEA) …

Assessing sustainability indicators using inverse integer-valued data envelopment analysis with undesirable outputs

M Jahani Sayyad Noveiri, S Kordrostami… - Environment …, 2024 - Springer
Abstract Conventional Inverse Data Envelopment Analysis (Inverse DEA) models examine
the changes of real-valued inputs (respectively, outputs) of DMUs for the perturbation of real …

Non-cooperative two-stage inverse DEA: a Stackelberg games approach for the efficiency analysis of China's regional economic development and people's living …

M Ghiyasi, L Zhao, W Zhu - Annals of Operations Research, 2025 - Springer
This paper proposes a two-stage inverse DEA model combined with Stackelberg's game
theory for the efficiency measurement of China's regional economic development and …

Improving efficiency evaluation in the presence of ratio data: inverse non-radial Enhanced Russell Models

D Akbarian, A Oukil - IMA Journal of Management Mathematics, 2024 - academic.oup.com
Abstract Accepted by: Ali Emrouznejad In many real-world scenarios, decision makers often
rely on data available in ratio form. Under the data envelopment analysis (DEA) framework …

New insights and theoretical conditions for determining minor and major consolidations in the inverse DEA

M Ghiyasi - IMA Journal of Management Mathematics, 2024 - academic.oup.com
Abstract Accepted by: Ali Emrouznejad In the current paper, we propose new conditions for
determining major and minor consolidation using the inverse data envelopment analysis …

Estimating outputs using an inverse non-radial model with non-discretionary measures: An application for restaurants

MJS Noveiri, S Kordrostami… - Croatian Operational …, 2023 - hrcak.srce.hr
Sažetak Few inverse data envelopment analysis (DEA) models have incorporated non-
discretionary measures based on radial efficiency values. However, the efficiency may be …