Fuzzy pair-wise dominance and implications for technical efficiency performance assessment

Citation
K. Triantis et P. Vanden Eeckaut, Fuzzy pair-wise dominance and implications for technical efficiency performance assessment, J PROD ANAL, 13(3), 2000, pp. 207-230
Citations number
22
Categorie Soggetti
Economics
Journal title
JOURNAL OF PRODUCTIVITY ANALYSIS
ISSN journal
0895562X → ACNP
Volume
13
Issue
3
Year of publication
2000
Pages
207 - 230
Database
ISI
SICI code
0895-562X(200005)13:3<207:FPDAIF>2.0.ZU;2-M
Abstract
Classically, the concept of efficiency measurement is based on the definiti on of a frontier that envelops the observed production plans. The efficienc y score itself is based on the distance of an observed production plan from this frontier. The frontier along with the required technological assumpti ons (such as convexity) needed for its definition may be replaced with the concept of pair-wise dominance. This concept leads to a classification sche me for all production plans instead of a ranking based on efficiency scores . Also, the traditional assumption of deterministic or crisp production pla ns may be substituted with the weaker assumption of fuzzy production plans as proposed by fuzzy set theory. This paper merges these two concepts and d efines a new classification scheme based on fuzzy dominance.