Open AccessHybrid cross-efficiency approach based on Ideal and Anti-Ideal points and the CRITIC method for ranking decision-making units: A case study on ranking the methods of rice weevil disinfestation
Author(s) -
Pariwat Nasawat,
Sukangkana Talangkun,
Sirawadee Arunyanart,
Narong Wichapa
Publication year - 2021
Publication title -
decision science letters
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 0.384
H-Index - 18
eISSN - 1929-5804
pISSN - 1929-5812
DOI - 10.5267/j.dsl.2021.2.001
Subject(s) - ranking (information retrieval) , ideal (ethics) , data envelopment analysis , mathematical optimization , computer science , process (computing) , ideal solution , mathematics , data mining , artificial intelligence , philosophy , epistemology , operating system , physics , thermodynamics
A new approach is applied in the process of measuring the efficiency of decision-making units (DMUs) through the cross-efficiency evaluation method. Ideal and Anti-Ideal models are generated to form a comprehensive method based on the cross-efficiency evaluation method. The two models are formulated and combined to the Data Envelopment Analysis using the CRITIC method. In a comparative analysis based on three numerical examples, the proposed approach can lead to achieving a more reliable result than one based on an individual method.