Article
Best performance modeling using complementary DEA-ANN approach
Benchmarking: An International Journal
(2016)
Abstract
The purpose of this paper is to design an innovative performance modeling system by jointly using data envelopment analysis (DEA) and artificial neural network (ANN). The hybrid DEA-ANN model integrates performance measurement and prediction frameworks and serves as an adaptive decision support tool in pursuit of best performance benchmarking and stepwise improvement.
Disciplines
Publication Date
April 4, 2016
DOI
10.1108/BIJ-09-2014-0083
Citation Information
He-Boong Kwon, Jooh Lee and James Jungbae Roh. "Best performance modeling using complementary DEA-ANN approach" Benchmarking: An International Journal Vol. 23 Iss. 3 (2016) p. 704 - 721 Available at: http://works.bepress.com/jooh-lee/3/