A fuzzy mixed integer linear programming evaluation approach

Since Free Disposal Hull (FDH) was proposed, scholars in different fields have quickly recognized that it is an excellent and easily used methodology to evaluate the relative efficiency of entities called decision making units (DMUs).In this work, an inequality evaluation approach, which is equivalent to FDH model is proposed.Moreover, considering the imprecise production data which are collected from observation or investigation, the fuzzy inequality evaluation approach is also proposed.The relative efficiency of DMU depends on the number of solutions of inequalities.Finally, the use of the proposed approach is illustrated by means of an example.

Publication Details

Journal
Journal of Decision Making and Healthcare
Published
2024-12-01
DOI
https://doi.org/10.69829/jdmh-024-0102-ta02
Primary Topic
Optimization and Mathematical Programming
Type
article
Field-Weighted Citation Impact
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article

A fuzzy mixed integer linear programming evaluation approach

Journal of Decision Making and Healthcare
Optimization and Mathematical Programming
article

A fuzzy mixed integer linear programming evaluation approach

article en

Abstract

Since Free Disposal Hull (FDH) was proposed, scholars in different fields have quickly recognized that it is an excellent and easily used methodology to evaluate the relative efficiency of entities called decision making units (DMUs).In this work, an inequality evaluation approach, which is equivalent to FDH model is proposed.Moreover, considering the imprecise production data which are collected from observation or investigation, the fuzzy inequality evaluation approach is also proposed.The relative efficiency of DMU depends on the number of solutions of inequalities.Finally, the use of the proposed approach is illustrated by means of an example.

Journal of Decision Making and HealthcareVol. 1(2)
Openalex Percentile: Top 72%
Optimization and Mathematical Programming
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A fuzzy mixed integer linear programming evaluation approach · Journal of Decision Making and Healthcare (2024) | TGRS Research Map | TGRS