Theoria 11 (3):109-121 (1996)
This short paper about fuzzy set-based approximate reasoning first emphasizes the three main semantics for fuzzy sets: similarity, preference and uncertainty. The difference between truth-functional many-valued logics of vague or gradual propositions and non fully compositional calculi such as possibilistic logic (which handles uncertainty) or similarity logics is stressed. Then, potentials of fuzzy set-based reasoning methods are briefly outlined for various kinds of approximate reasoning: deductive reasoning about flexible constraints, reasoning under uncertainty and inconsistency, hypothetical reasoning, exception-tolerant plausible reasoning using generic knowledge, interpolative reasoning, and abductive reasoning (under uncertainty). Open problems are listed in the conclusion
|Keywords||No keywords specified (fix it)|
|Categories||categorize this paper)|
References found in this work BETA
No references found.
Citations of this work BETA
No citations found.
Similar books and articles
The Resolution of Two Paradoxes by Approximate Reasoning Using a Fuzzy Logic.J. F. Baldwin & N. C. F. Guild - 1980 - Synthese 44 (3):397 - 420.
Towards a Rough Mereology-Based Logic for Approximate Solution Synthesis. Part.Jan Komorowski, Lech T. Polkowski & Andrzej Skowron - 1997 - Studia Logica 58 (1):143-184.
A New Criterion for Comparing Fuzzy Logics for Uncertain Reasoning.A. D. C. Bennett, J. B. Paris & A. Vencovská - 2000 - Journal of Logic, Language and Information 9 (1):31-63.
Comparing Approximate Reasoning and Probabilistic Reasoning Using the Dempster-Shafer Framework.Ronald R. Yager - 2009 - International Journal of Approximate Reasoning 50 (5):812--821.
Dual Tableaux: Foundations, Methodology, Case Studies.Ewa Orlowska & Joanna Golinska-Pilarek - 2011 - Springer.
An Introduction to Fuzzy Logic for Practical Applications.Kazuo Tanaka - 1997 - Springer.
Knowledge-Driven Versus Data-Driven Logics.Didier Dubois, Petr Hájek & Henri Prade - 2000 - Journal of Logic, Language and Information 9 (1):65--89.
Some Guidelines for Fuzzy Sets Application in Legal Reasoning.Jacky Legrand - 1999 - Artificial Intelligence and Law 7 (2-3):235-257.
Analogy Making in Legal Reasoning with Neural Networks and Fuzzy Logic.Jürgen Hollatz - 1999 - Artificial Intelligence and Law 7 (2-3):289-301.
Deductive Reasoning.Joshua Schechter - 2013 - In Hal Pashler (ed.), The Encyclopedia of the Mind. SAGE Reference.
Axiomatization and Completeness of Uncountably Valued Approximation Logic.Helena Rasiowa - 1994 - Studia Logica 53 (1):137 - 160.
Added to index2009-01-28
Total downloads74 ( #67,444 of 2,146,236 )
Recent downloads (6 months)16 ( #31,425 of 2,146,236 )
How can I increase my downloads?
There are no threads in this forum
Nothing in this forum yet.