IMPLEMENTING DATA ENVELOPMENT ANALYSIS - PRIMAL OR DUAL

Authors
Citation
Rh. Green et Jr. Doyle, IMPLEMENTING DATA ENVELOPMENT ANALYSIS - PRIMAL OR DUAL, INFOR. Information systems and operational research, 35(1), 1997, pp. 66-75
Citations number
40
Categorie Soggetti
Operatione Research & Management Science
ISSN journal
03155986
Volume
35
Issue
1
Year of publication
1997
Pages
66 - 75
Database
ISI
SICI code
0315-5986(1997)35:1<66:IDEA-P>2.0.ZU;2-O
Abstract
The computational performance of various implementations of a data env elopment analysis model are investigated. These include primal and dua l versions of both single-stage (epsilon represented as a small numeri cal magnitude) and two-stage (epsilon not explicitly represented) appr oaches. It is found, contrary to widely held belief, that the implemen tation based on the primal DEA model is faster than that based on the dual model, which has many fewer constraints. Some reasons for this un expected finding are suggested.