DocumentCode
2248566
Title
Reasoning with tolerance
Author
Lambert, Dale A. ; Relbe, Mikael G.
Author_Institution
Tactical Surveillance Syst. Div., Defence Sci. & Technol. Organ., Salisbury, SA, Australia
Volume
3
fYear
1998
fDate
21-23 Apr 1998
Firstpage
418
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
Keywords
fuzzy logic; inference mechanisms; multi-agent systems; sensor fusion; uncertainty handling; ATTITUDE architecture; MetaCon architecture; declarative reasoning; epistemic uncertainty; fuzzy first order logic; multi-agent multilevel data fusion; ontological uncertainty; procedural reasoning; tolerant reasoning; truth profiles; Application software; Australia; Computer architecture; Fuzzy logic; Intelligent sensors; Ontologies; Sensor fusion; Software architecture; Surveillance; Uncertainty;
fLanguage
English
Publisher
ieee
Conference_Titel
Knowledge-Based Intelligent Electronic Systems, 1998. Proceedings KES '98. 1998 Second International Conference on
Conference_Location
Adelaide, SA
Print_ISBN
0-7803-4316-6
Type
conf
DOI
10.1109/KES.1998.726003
Filename
726003
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