Nonparametric metamodeling for simulation optimization

Optimization of simulation model performance requires finding the values of the model's controllable inputs that optimize a chosen model response. Responses are usually stochastic in nature, and the cost of simulation model runs is high. The literature suggests the use of metamodels to synthesi...

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Bibliographic Details
Main Author: Keys, Anthony C.
Other Authors: Accounting and Information Systems
Format: Others
Language:en
Published: Virginia Tech 2014
Subjects:
Online Access:http://hdl.handle.net/10919/38570
http://scholar.lib.vt.edu/theses/available/etd-06072006-124221/