Visualization Approaches for the Prototype Improvement Problem

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Authors
Statnikov, Roman
Anil, Kivanc Ali
Bordetsky, Alex
Statnikov, Alexander
Advisors
Second Readers
Subjects
Parameter Space Investigation (PSI) method
multicriteria analysis
prototype improvement
feasible solution set
Pareto optimal set
Date of Issue
2008
Date
Publisher
Language
Abstract
One of the basic engineering optimization problems is improvement of the prototype. This problem is often encountered by industrial and academic organizations that produce and design various objects (e.g. motor vehicles, machine tools, ships, and aircrafts). This paper presents an approach for improving the prototype by constructing the feasible and Pareto sets while performing multicriteria analysis. We introduce visualization methods that facilitate construction of the feasible and Pareto sets. Using these techniques developed on the basis of Parameter Space Investigation method, an expert can correctly state and solve the problem under consideration in a series of dialogues with the computer. Finally, we present a case study of improving the ship prototype.
Type
Article
Description
The article of record as published may be located at http://dx.doi.org/10.1002/mcda.424
The article of record as published may be found at https://doi.org/10.1002/mcda.424
Department
Information Sciences (IS)
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Citation
Statnikov, Roman, et al. "Visualization approaches for the prototype improvement problem." Journal of Multi‐Criteria Decision Analysis 15.1‐2 (2008): 45-61.
Distribution Statement
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This publication is a work of the U.S. Government as defined in Title 17, United States Code, Section 101. Copyright protection is not available for this work in the United States.
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