Tractable Approximation to Robust Nonlinear Production Frontier Problem
Joint Authors
Wang, Lei
Wang, Xing
Huang, Nan-Jing
Source
Issue
Vol. 2012, Issue 2012 (31 Dec. 2012), pp.1-13, 13 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2012-10-11
Country of Publication
Egypt
No. of Pages
13
Main Subjects
Abstract EN
Robust optimization is a rapidly developing methodology for handling optimization problems affected by the uncertain-but-bounded data perturbations.
In this paper, we consider the nonlinear production frontier problem where the traditional expected linear cost minimization objective is replaced by one that explicitly addresses cost variability.
We propose a robust counterpart for the nonlinear production frontier problem that preserves the computational tractability of the nominal problem.
We also provide a guarantee on the probability that the robust solution is feasible when the uncertain coefficients obey independent and identically distributed normal distributions.
American Psychological Association (APA)
Wang, Lei& Wang, Xing& Huang, Nan-Jing. 2012. Tractable Approximation to Robust Nonlinear Production Frontier Problem. Abstract and Applied Analysis،Vol. 2012, no. 2012, pp.1-13.
https://search.emarefa.net/detail/BIM-512080
Modern Language Association (MLA)
Wang, Lei…[et al.]. Tractable Approximation to Robust Nonlinear Production Frontier Problem. Abstract and Applied Analysis No. 2012 (2012), pp.1-13.
https://search.emarefa.net/detail/BIM-512080
American Medical Association (AMA)
Wang, Lei& Wang, Xing& Huang, Nan-Jing. Tractable Approximation to Robust Nonlinear Production Frontier Problem. Abstract and Applied Analysis. 2012. Vol. 2012, no. 2012, pp.1-13.
https://search.emarefa.net/detail/BIM-512080
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-512080