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An Alternative Approach of Dual Response Surface OptimizationBased on Penalty Function Method
Joint Authors
Midi, Habshah
Rana, Sohel
Baba, Ishaq
Ibragimov, Gafurjan
Source
Mathematical Problems in Engineering
Issue
Vol. 2015, Issue 2015 (31 Dec. 2015), pp.1-6, 6 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2015-05-12
Country of Publication
Egypt
No. of Pages
6
Main Subjects
Abstract EN
The dual response surface for simultaneously optimizing the mean and variance models as separate functions suffers some deficiencies in handling the tradeoffs between bias and variance components of mean squared error (MSE).
In this paper, the accuracy of the predicted response is given a serious attention in the determination of the optimum setting conditions.
We consider four different objective functions for the dual response surface optimization approach.
The essence of the proposed method is to reduce the influence of variance of the predicted response by minimizing the variability relative to the quality characteristics of interest and at the same time achieving the specific target output.
The basic idea is to convert the constraint optimization function into an unconstraint problem by adding the constraint to the original objective function.
Numerical examples and simulations study are carried out to compare performance of the proposed method with some existing procedures.
Numerical results show that the performance of the proposed method is encouraging and has exhibited clear improvement over the existing approaches.
American Psychological Association (APA)
Baba, Ishaq& Midi, Habshah& Rana, Sohel& Ibragimov, Gafurjan. 2015. An Alternative Approach of Dual Response Surface OptimizationBased on Penalty Function Method. Mathematical Problems in Engineering،Vol. 2015, no. 2015, pp.1-6.
https://search.emarefa.net/detail/BIM-1073854
Modern Language Association (MLA)
Baba, Ishaq…[et al.]. An Alternative Approach of Dual Response Surface OptimizationBased on Penalty Function Method. Mathematical Problems in Engineering No. 2015 (2015), pp.1-6.
https://search.emarefa.net/detail/BIM-1073854
American Medical Association (AMA)
Baba, Ishaq& Midi, Habshah& Rana, Sohel& Ibragimov, Gafurjan. An Alternative Approach of Dual Response Surface OptimizationBased on Penalty Function Method. Mathematical Problems in Engineering. 2015. Vol. 2015, no. 2015, pp.1-6.
https://search.emarefa.net/detail/BIM-1073854
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1073854