Interval approaches for uncertain reasoning

Interval approaches for uncertain reasoning

This paper presents a framework for reasoning using intervals. Two interpretations of intervals are examined, one treats intervals as bounds of a truth evaluation function, and the other treats end points of intervals as two truth evaluation functions. They lead to two different reasoning approaches...

Ausführliche Beschreibung

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Bibliographische Detailangaben
Hauptverfasser: Yao, Y. Y., Wong, S. K. M.
Format: Buchkapitel
Sprache:eng
Schlagworte:
Applied sciences
Artificial intelligence
Computer science
control theory
systems
Exact sciences and technology
Learning and adaptive systems
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Beschreibung
Zusammenfassung:This paper presents a framework for reasoning using intervals. Two interpretations of intervals are examined, one treats intervals as bounds of a truth evaluation function, and the other treats end points of intervals as two truth evaluation functions. They lead to two different reasoning approaches, one is based on interval computations, and the other is based on interval structures. A number of interval based reasoning methods are reviewed and compared within the proposed framework.
ISSN:0302-9743
1611-3349
DOI:10.1007/3-540-63614-5_37