Examining the Impact of Experimental Design Strategies on the Predictive Accuracy of Quantile Regression Metamodels for Computer Simulations of Manufacturing Systems

abstract: This thesis explores the impact of different experimental design strategies for the development of quantile regression based metamodels of computer simulations. In this research, the objective is to compare the resulting predictive accuracy of five experimental design strategies, each of w...

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Bibliographic Details
Other Authors: Nimma, Rishikesh Reddy (Author)
Format: Dissertation
Language:English
Published: 2016
Subjects:
Online Access:http://hdl.handle.net/2286/R.I.39434