Northwestern University

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Adaptive Computer Experiments for Metamodeling

Description:

Computer simulation experiments are commonly used as an inexpensive alternative to real-world experiments to form a metamodel that approximates the input-output relationship of the real-world experiment. The metamodel can be useful for decision making and making predictions for inputs that have not been evaluated yet since it can be evaluated...

Keyword:

Metamodel, Gaussian process, Composite grid design, Sequential computer experiment, and Computer experiment

Subject:

Industrial engineering and Statistics

Creator:

Erickson, Collin

Owner:

Scholarly Digital Publishing

Language:

en

Date Uploaded:

02/12/2020

Date Created:

2019-01-01

Resource Type:

Dissertation

Alternate Identifier:

http://dissertations.umi.com/northwestern:14683 and etdadmin_upload_663282