O. Nesterenko, I. Netesin, V. Polischuk, Yurij Selin
{"title":"Multifunctional Methodology of Expert Evaluation Alternatives in Tasks of Different Information Complexity","authors":"O. Nesterenko, I. Netesin, V. Polischuk, Yurij Selin","doi":"10.1109/ATIT54053.2021.9678742","DOIUrl":null,"url":null,"abstract":"The study proposes a multipurpose methodology for expert evaluation of alternatives based on applying Voting methods, Analytical Hierarchy Process (AHP) and Analytic Network Process (ANP) for decision-making problems of various classes of complexity, depending on the linear, hierarchical or network structure of their description. Simplification and optimization of pairwise comparisons of alternatives in AHP and ANP and improving consistency and compatibility of expert judgments are achieved by visualization based on oriented graphs. The methodology has been tested in the field of defense planning. But it has a universal character and can be applied in intelligent systems for various subject areas.","PeriodicalId":368050,"journal":{"name":"2021 IEEE 3rd International Conference on Advanced Trends in Information Theory (ATIT)","volume":"29 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2021-12-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2021 IEEE 3rd International Conference on Advanced Trends in Information Theory (ATIT)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ATIT54053.2021.9678742","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 1
Abstract
The study proposes a multipurpose methodology for expert evaluation of alternatives based on applying Voting methods, Analytical Hierarchy Process (AHP) and Analytic Network Process (ANP) for decision-making problems of various classes of complexity, depending on the linear, hierarchical or network structure of their description. Simplification and optimization of pairwise comparisons of alternatives in AHP and ANP and improving consistency and compatibility of expert judgments are achieved by visualization based on oriented graphs. The methodology has been tested in the field of defense planning. But it has a universal character and can be applied in intelligent systems for various subject areas.