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Green Simulation: Reusing the Output of Repeated Experiments

Description:

We introduce and advocate a new paradigm in simulation experiment design and analysis, called ``green simulation,'' for the setting in which experiments are performed repeatedly with the same simulation model but different input parameters. In this dissertation three classes of green simulation estimators are proposed: the likelihood-ratio-based estimators, the metamodeling-based...

Keyword:

simulation, database monte carlo, metamodeling, nested simulation, likelihood ratio method, and stochastic kriging

Subject:

Industrial Engineering and Management Sciences

Creator:

Mingbin Feng

Owner:

Scholarly Digital Publishing

Date Uploaded:

02/26/2018

Date Modified:

02/26/2018

Date Created:

2016-01-01

Resource Type:

Dissertation