基于随机响应技术的软计算优化模型

2023 International Conference on Power, Instrumentation, Energy and Control (PIECON) Pub Date : 2023-02-10 DOI:10.1109/PIECON56912.2023.10085835

T. A. Tarray, Z. A. Ganie

{"title":"基于随机响应技术的软计算优化模型","authors":"T. A. Tarray, Z. A. Ganie","doi":"10.1109/PIECON56912.2023.10085835","DOIUrl":null,"url":null,"abstract":"We explore a randomized response model in a two stage stratified random sampling model and try to minimize the variance while taking costs into consideration using the existing optimization model as a guide. Applying the alpha-cut method’s optimal allocation strategy at the specified alpha value solves the problem. Additionally provided as support for the current study are numerical examples.","PeriodicalId":182428,"journal":{"name":"2023 International Conference on Power, Instrumentation, Energy and Control (PIECON)","volume":"7 5","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2023-02-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"An optimization model using soft computing with the randomised response technique\",\"authors\":\"T. A. Tarray, Z. A. Ganie\",\"doi\":\"10.1109/PIECON56912.2023.10085835\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"We explore a randomized response model in a two stage stratified random sampling model and try to minimize the variance while taking costs into consideration using the existing optimization model as a guide. Applying the alpha-cut method’s optimal allocation strategy at the specified alpha value solves the problem. Additionally provided as support for the current study are numerical examples.\",\"PeriodicalId\":182428,\"journal\":{\"name\":\"2023 International Conference on Power, Instrumentation, Energy and Control (PIECON)\",\"volume\":\"7 5\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2023-02-10\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2023 International Conference on Power, Instrumentation, Energy and Control (PIECON)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/PIECON56912.2023.10085835\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2023 International Conference on Power, Instrumentation, Energy and Control (PIECON)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/PIECON56912.2023.10085835","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}

引用次数: 0

摘要

我们在两阶段分层随机抽样模型中探索随机响应模型，并以现有的优化模型为指导，在考虑成本的情况下尽量减小方差。在指定的alpha值处应用alpha-cut方法的最优分配策略来解决问题。另外还提供了数值例子作为本研究的支持。

本文章由计算机程序翻译，如有差异，请以英文原文为准。

查看原文本刊更多论文

An optimization model using soft computing with the randomised response technique

We explore a randomized response model in a two stage stratified random sampling model and try to minimize the variance while taking costs into consideration using the existing optimization model as a guide. Applying the alpha-cut method’s optimal allocation strategy at the specified alpha value solves the problem. Additionally provided as support for the current study are numerical examples.

求助全文

通过发布文献求助，成功后即可免费获取论文全文。去求助

来源期刊

2023 International Conference on Power, Instrumentation, Energy and Control (PIECON)

自引率

0.00%

发文量