Fuzzy Logic: Mathematical Tools for Approximate Reasoning

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Fuzzy logic in narrow sense is a promising new chapter of formal logic whose basic ideas were formulated by Lotfi Zadeh (see Zadeh [1975]a). The aim of this theory is to formalize the "approximate reasoning" we use in everyday life, the object of investigation being the human aptitude to manage vague properties (as, for example, "beautiful", "small", "plausible", "believable", etc. ) that by their own nature can be satisfied to a degree different from 0 (false) and I (true). It is worth noting that the traditional deductive framework in many-valued logic is different from the one adopted in this book for fuzzy logic: in the former logics one always uses a "crisp" deduction apparatus, producing crisp sets of formulas, the formulas that are considered logically valid. By contrast, fuzzy logical deductive machinery is devised to produce a fuzzy set of formulas (the theorems) from a fuzzy set of formulas (the hypotheses). Approximate reasoning has generated a very interesting literature in recent years. However, in spite of several basic results, in our opinion, we are still far from a satisfactory setting of this very hard and mysterious subject. The aim of this book is to furnish some theoretical devices and to sketch a general framework for fuzzy logic. This is also in accordance with the nonĀ­ Fregean attitude of the book.

Author(s): Giangiacomo Gerla
Series: Trends in Logic 11
Publisher: Springer
Year: 2001

Language: English
Pages: 275
Tags: Mathematical Logic and Foundations; Artificial Intelligence (incl. Robotics); Logic

Front Matter....Pages I-XII
Abstract Logic in a Lattice....Pages 1-18
Abstract Fuzzy Logic....Pages 19-44
Extending an Abstract Crisp Logic....Pages 45-67
Approximate Reasoning....Pages 69-87
Logic as Managment of Constraints on the Truth Values....Pages 89-107
Canonical Extension of a Crisp Hilbert Logic....Pages 109-128
Graded Consequence Relations....Pages 129-150
Truth-Functional Logic and Fuzzy Logic....Pages 151-169
Probabilistic Fuzzy Logics....Pages 171-198
Fuzzy Control and Approximate Reasoning....Pages 199-220
Effectiveness in Fuzzy Logics....Pages 221-250
Back Matter....Pages 251-271