{"title":"Reasoning with tolerance","authors":"D. Lambert, M. G. Relbe","doi":"10.1109/KES.1998.726003","DOIUrl":null,"url":null,"abstract":"This paper briefly discusses the existing MetaCon architecture, and its current upgrade to the ATTITUDE architecture for multi-agent, multilevel data fusion, as a motivation for formulating a tolerant approach to both procedural and declarative reasoning. Fuzzy first order logic is then formally defined before truth profiles are introduced to simultaneously accommodate ontological and epistemic uncertainty. Tolerant reasoning with truth profiles is then considered.","PeriodicalId":394492,"journal":{"name":"1998 Second International Conference. Knowledge-Based Intelligent Electronic Systems. Proceedings KES'98 (Cat. No.98EX111)","volume":"4 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"1998-04-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"3","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"1998 Second International Conference. Knowledge-Based Intelligent Electronic Systems. Proceedings KES'98 (Cat. No.98EX111)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/KES.1998.726003","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 3

Abstract

This paper briefly discusses the existing MetaCon architecture, and its current upgrade to the ATTITUDE architecture for multi-agent, multilevel data fusion, as a motivation for formulating a tolerant approach to both procedural and declarative reasoning. Fuzzy first order logic is then formally defined before truth profiles are introduced to simultaneously accommodate ontological and epistemic uncertainty. Tolerant reasoning with truth profiles is then considered.
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本文简要讨论了现有的MetaCon体系结构,以及它目前升级到用于多智能体、多层次数据融合的ATTITUDE体系结构,作为制定过程性和声明性推理的宽容方法的动机。然后在引入真值轮廓之前正式定义模糊一阶逻辑,以同时适应本体论和认识论的不确定性。然后考虑具有真理轮廓的宽容推理。
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