XEP33FLO Fuzzy Logic

News

  • The latest news will be here.
  • There will be no lecture on the holiday of November 17.
  • A homework with the deadline of November 23, 18:00 is assigned. The LaTeX source with the macros used is also available.
  • The lectures can be streamed and recorded on request. However, they are mostly covered by recordings from previous years.

Curricula

Fuzzy sets
  • Basic notions. System of cuts of a fuzzy set, theorem on representation of fuzzy sets by cuts, conversion between vertical and horizontal representation.
  • Fuzzy inclusion. Fuzzy negations. Representation theorem for fuzzy negations.
  • Fuzzy complements. Fuzzy conjunctions (triangular norms).
  • Representation theorem for strict conjunctions. Representation theorem for nilpotent conjunctions. Fuzzy disjunctions (triangular conorms)., representation theorems. Fuzzy algebras and their properties. Examples of fuzzy intersections and unions.
  • Fuzzy disjunctions, representation theorems. Examples of fuzzy intersections and unions. Properties of fuzzy propositional and set operations.
  • Fuzzy implications and biimplications.
Probability of fuzzy events
  • Alternative definition of a sigma-algebra and probability on it.
  • Comparison to the Kolmogorov axiomatization of probability.
  • Fuzzifications of sigma-algebras.
  • Properties of fuzzy sigma-algebras.
  • Motivation and definitions of probabilities of fuzzy events.
  • Properties and characterizations of probabilities of fuzzy events.
Fuzzy logic
  • Syntax of classical logic: formulas, axioms, deduction, theorems.
  • Deduction theorem in classical logic.
  • Semantics of classical logic: evaluation, tautologies. Interplay of syntax and semantics of classical logic: soundness, completeness.
  • Basic logic: axioms, theorems, semantics.
  • Deduction in basic logic.
  • Completeness of basic logic.
  • Other types of fuzzy logics: Gödel logic, product logic (its alternative axiomatization, formulas which are tautologies of product logic but not of Gödel or basic logic), Łukasiewicz logic and its alternative axiomatization.
  • Rational Pavelka logic.
  • Compactness of logics.
  • Testing tautologies in Gödel and Łukasiewicz logic.
courses/xep33flo/start.txt · Last modified: 2025/11/11 11:21 by navara