{"title":"使用三维球形区域设计的均匀混合设计","authors":"Poonam Singh, Himanshu Shukla","doi":"10.59467/ijass.2024.20.63","DOIUrl":null,"url":null,"abstract":"Many product development activities involve mixture experiments. Mixture Experiments are widely used in many areas such as pharmaceutical, chemical, petrochemical industries. This paper proposes a method for obtaining the uniform mixture designs for s component mixtures based on designs in s-dimensional spherical region, which are obtained by using the 3-dimensional spherical region designs given by Talke and Borkowski (2016). The uniformity of the constructed design in spherical region is measured by distance-based approaches and for the mixture design DM2-discrepancy is used for measuring the uniformity.. KEYWORDS :Mixture experiments, Uniform mixture design, Spherical region, Distance-based approach, DM2-discrepancy.","PeriodicalId":50344,"journal":{"name":"International Journal of Agricultural and Statistical Sciences","volume":"181 S470","pages":""},"PeriodicalIF":0.1000,"publicationDate":"2024-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Uniform Mixture Designs using the Designs in 3-dimensional Spherical Region\",\"authors\":\"Poonam Singh, Himanshu Shukla\",\"doi\":\"10.59467/ijass.2024.20.63\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Many product development activities involve mixture experiments. Mixture Experiments are widely used in many areas such as pharmaceutical, chemical, petrochemical industries. This paper proposes a method for obtaining the uniform mixture designs for s component mixtures based on designs in s-dimensional spherical region, which are obtained by using the 3-dimensional spherical region designs given by Talke and Borkowski (2016). The uniformity of the constructed design in spherical region is measured by distance-based approaches and for the mixture design DM2-discrepancy is used for measuring the uniformity.. KEYWORDS :Mixture experiments, Uniform mixture design, Spherical region, Distance-based approach, DM2-discrepancy.\",\"PeriodicalId\":50344,\"journal\":{\"name\":\"International Journal of Agricultural and Statistical Sciences\",\"volume\":\"181 S470\",\"pages\":\"\"},\"PeriodicalIF\":0.1000,\"publicationDate\":\"2024-06-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"International Journal of Agricultural and Statistical Sciences\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.59467/ijass.2024.20.63\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q4\",\"JCRName\":\"AGRICULTURE, MULTIDISCIPLINARY\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"International Journal of Agricultural and Statistical Sciences","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.59467/ijass.2024.20.63","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q4","JCRName":"AGRICULTURE, MULTIDISCIPLINARY","Score":null,"Total":0}
引用次数: 0
摘要
许多产品开发活动都涉及混合物实验。混合物实验广泛应用于制药、化工、石化等多个领域。本文提出了一种基于 s 维球形区域设计的 s 组份混合物均匀混合物设计方法,该方法是利用 Talke 和 Borkowski(2016 年)给出的 3 维球形区域设计获得的。球形区域设计的均匀性通过基于距离的方法进行测量,混合物设计的均匀性使用 DM2-差异进行测量。关键词 :混合物实验、均匀混合物设计、球形区域、基于距离的方法、DM2-差异。
Uniform Mixture Designs using the Designs in 3-dimensional Spherical Region
Many product development activities involve mixture experiments. Mixture Experiments are widely used in many areas such as pharmaceutical, chemical, petrochemical industries. This paper proposes a method for obtaining the uniform mixture designs for s component mixtures based on designs in s-dimensional spherical region, which are obtained by using the 3-dimensional spherical region designs given by Talke and Borkowski (2016). The uniformity of the constructed design in spherical region is measured by distance-based approaches and for the mixture design DM2-discrepancy is used for measuring the uniformity.. KEYWORDS :Mixture experiments, Uniform mixture design, Spherical region, Distance-based approach, DM2-discrepancy.