{"title":"TOPSIS中笔记本电脑的MCDM选择:AHP和熵相结合的标准加权","authors":"I. Petrov","doi":"10.1109/irtm54583.2022.9791583","DOIUrl":null,"url":null,"abstract":"This paper presents a combined approach based on the Analytical Hierarchy Process(AHP) with criteria structured in blocks and objective weighting of criteria with Entropy for improving the methodology of Multi-Criteria Decision Making (MCDM) for selecting laptop computers. A structured approach allows optimizing the combination of professional experts ' opinions and objectivity of data-driven entropy methods. The hybrid method is applied on a real dataset of 11 evaluation criteria and 12 alternatives from 4 major manufacturers of personal computers (PC) with a simulation reflecting the needs of individual users and small education organizations under conditions of COVID-19.","PeriodicalId":426354,"journal":{"name":"2022 Interdisciplinary Research in Technology and Management (IRTM)","volume":"44 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2022-02-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"2","resultStr":"{\"title\":\"MCDM Selection of Laptops in TOPSIS: Criteria Weighting with Combined AHP and Entropy\",\"authors\":\"I. Petrov\",\"doi\":\"10.1109/irtm54583.2022.9791583\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"This paper presents a combined approach based on the Analytical Hierarchy Process(AHP) with criteria structured in blocks and objective weighting of criteria with Entropy for improving the methodology of Multi-Criteria Decision Making (MCDM) for selecting laptop computers. A structured approach allows optimizing the combination of professional experts ' opinions and objectivity of data-driven entropy methods. The hybrid method is applied on a real dataset of 11 evaluation criteria and 12 alternatives from 4 major manufacturers of personal computers (PC) with a simulation reflecting the needs of individual users and small education organizations under conditions of COVID-19.\",\"PeriodicalId\":426354,\"journal\":{\"name\":\"2022 Interdisciplinary Research in Technology and Management (IRTM)\",\"volume\":\"44 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2022-02-24\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"2\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2022 Interdisciplinary Research in Technology and Management (IRTM)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/irtm54583.2022.9791583\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2022 Interdisciplinary Research in Technology and Management (IRTM)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/irtm54583.2022.9791583","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
MCDM Selection of Laptops in TOPSIS: Criteria Weighting with Combined AHP and Entropy
This paper presents a combined approach based on the Analytical Hierarchy Process(AHP) with criteria structured in blocks and objective weighting of criteria with Entropy for improving the methodology of Multi-Criteria Decision Making (MCDM) for selecting laptop computers. A structured approach allows optimizing the combination of professional experts ' opinions and objectivity of data-driven entropy methods. The hybrid method is applied on a real dataset of 11 evaluation criteria and 12 alternatives from 4 major manufacturers of personal computers (PC) with a simulation reflecting the needs of individual users and small education organizations under conditions of COVID-19.