Mixture Designs Generated by Orthogonal Arrays Developed Using Difference Schemes

Mixture Designs Generated by Orthogonal Arrays Developed Using Difference Schemes

This paper presents an algorithm for constructing mixture designs based on orthogonal arrays developed using difference schemes. The algorithm can also be applied to constrained mixture experiments. The algorithm allows the generation of efficient mixture designs for Scheffé canonical polynomials.

Bibliographic Details
Main Authors: Poonam Singh, Vandana Sarin, Neha Midha
Format: Article
Language:English
Published: International Journal of Mathematical, Engineering and Management Sciences 2020-12-01
Series:International Journal of Mathematical, Engineering and Management Sciences
Subjects:
mixture experiments
difference schemes
restricted region
g-efficiency
Online Access:https://www.ijmems.in/volumes/volume5/number6/102-IJMEMS-20-82-5-6-1379-1391-2020.pdf
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spelling doaj-a4ca0250d8eb4551b8f142047f68cd492020-11-25T03:43:33ZengInternational Journal of Mathematical, Engineering and Management SciencesInternational Journal of Mathematical, Engineering and Management Sciences2455-77492455-77492020-12-01561379139110.33889/IJMEMS.2020.5.6.102Mixture Designs Generated by Orthogonal Arrays Developed Using Difference SchemesPoonam Singh0Vandana Sarin1Neha Midha2Department of Statistics, University of Delhi, Delhi, 110007, India.Department of Statistics, Kirori Mal College, University of Delhi, Delhi, 110007, India.Department of Statistics, University of Delhi, Delhi, 110007, India.This paper presents an algorithm for constructing mixture designs based on orthogonal arrays developed using difference schemes. The algorithm can also be applied to constrained mixture experiments. The algorithm allows the generation of efficient mixture designs for Scheffé canonical polynomials.https://www.ijmems.in/volumes/volume5/number6/102-IJMEMS-20-82-5-6-1379-1391-2020.pdfmixture experimentsdifference schemesrestricted regiong-efficiency
collection DOAJ
language English
format Article
sources DOAJ
author Poonam Singh
Vandana Sarin
Neha Midha
spellingShingle Poonam Singh
Vandana Sarin
Neha Midha
Mixture Designs Generated by Orthogonal Arrays Developed Using Difference Schemes
International Journal of Mathematical, Engineering and Management Sciences
mixture experiments
difference schemes
restricted region
g-efficiency
author_facet Poonam Singh
Vandana Sarin
Neha Midha
author_sort Poonam Singh
title Mixture Designs Generated by Orthogonal Arrays Developed Using Difference Schemes
title_short Mixture Designs Generated by Orthogonal Arrays Developed Using Difference Schemes
title_full Mixture Designs Generated by Orthogonal Arrays Developed Using Difference Schemes
title_fullStr Mixture Designs Generated by Orthogonal Arrays Developed Using Difference Schemes
title_full_unstemmed Mixture Designs Generated by Orthogonal Arrays Developed Using Difference Schemes
title_sort mixture designs generated by orthogonal arrays developed using difference schemes
publisher International Journal of Mathematical, Engineering and Management Sciences
series International Journal of Mathematical, Engineering and Management Sciences
issn 2455-7749
2455-7749
publishDate 2020-12-01
description This paper presents an algorithm for constructing mixture designs based on orthogonal arrays developed using difference schemes. The algorithm can also be applied to constrained mixture experiments. The algorithm allows the generation of efficient mixture designs for Scheffé canonical polynomials.
topic mixture experiments
difference schemes
restricted region
g-efficiency
url https://www.ijmems.in/volumes/volume5/number6/102-IJMEMS-20-82-5-6-1379-1391-2020.pdf
work_keys_str_mv AT poonamsingh mixturedesignsgeneratedbyorthogonalarraysdevelopedusingdifferenceschemes
AT vandanasarin mixturedesignsgeneratedbyorthogonalarraysdevelopedusingdifferenceschemes
AT nehamidha mixturedesignsgeneratedbyorthogonalarraysdevelopedusingdifferenceschemes
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