학술논문

A Methodology for Factor Screening for Multiple Response Computer Simulation Models
Document Type
Conference
Author
Source
Proceedings of 1993 Winter Simulation Conference - (WSC '93) Simulation Conference Proceedings, 1993. Winter. :1376-1377 1993
Subject
Computing and Processing
Computer simulation
Computational modeling
Design for experiments
Analytical models
Input variables
Equations
Industrial engineering
Educational institutions
Application software
Guidelines
Language
Abstract
The majority of the literature dealing with simulation output analysis has focused on single response models with a limited number of input variables. However, most real world simulation applications involve multiple performance measures and numerous input variables. The purpose of this session is to outline a methodology for factor screening in the presence of multiple simulation responses. The intent is to provide general guidelines to reducing the original set of n input factors to a subset of k factors which exert the most significant impact on a set of m performance measures.