Comprehensive sensitivity analysis in NLP models in PSE applications using space-filling DOE strategy

• Main Authors: Tan, Raymond Girard R., Aviso, Kathleen B., Uy, Oscar M.
• Format: text
• Published: Animo Repository 2015
• Subjects: Sensitivity theory (Mathematics); Chemical Engineering
• Online Access: https://animorepository.dlsu.edu.ph/faculty_research/290; https://animorepository.dlsu.edu.ph/cgi/viewcontent.cgi?article=1289&context=faculty_research
• Institution: De La Salle University

Sensitivity analysis is an integral step in the interpretation of the solutions of optimization models, particularly when there are uncertainties in the numerical values of model parameters. Conventional approaches to sensitivity analysis rely on the use of shadow prices in linear models and Lagrang...