Inhalt

[ 536KNRRCOLV19 ] VL (*)Computational Logics for AI

Versionsauswahl
(*) Leider ist diese Information in Deutsch nicht verfügbar.
Workload Ausbildungslevel Studienfachbereich VerantwortlicheR Semesterstunden Anbietende Uni
3 ECTS B2 - Bachelor 2. Jahr Artificial Intelligence Martina Seidl 2 SSt Johannes Kepler Universität Linz
Detailinformationen
Quellcurriculum Bachelorstudium Artificial Intelligence 2025W
Lernergebnisse
Kompetenzen
(*)Students can apply classical techniques from automated deduction and are sufficiently familiar with the underlying theory that they can adapt them to reasoning techniques for related contexts.
Fertigkeiten Kenntnisse
(*)
  • Students can recognize whether a given problem is amenable to

techniques from automated reasoning (K4).

  • Students can formulate and reason about algorithms operating on

formulas and expressions (K4).

  • Students can tell why proofs found by computational logic are

formally rigorous (K4).

  • Students can analyze a given logical calculus for 'soundness' and

'completeness' (K4).

  • Students can apply a given logical calculus to a given problem (K4).
  • Students have some understanding of the computational limitations of

computational logic (K4).

(*)
  • Syntax and semantics of propositional logic, equational logic, and

predicate logic.

  • Classical formal reasoning mechanisms for the aforementioned logics

(e.g., resolution, Knuth-Bendix completion).

  • Some ideas for managing extremely large search spaces.
Beurteilungskriterien (*)Evaluation will be based on a written final exam at the end of the semester.
Lehrmethoden (*)
  • Presentation of the content by lecturer
  • Presentation of examples
Abhaltungssprache Englisch
Literatur (*)
  • Slides
  • Lecture Notes
  • Recordings of the lecture
Lehrinhalte wechselnd? Nein
Sonstige Informationen (*)This lecture and the associated exercise course form an inseparable didactic unit. The learning outcomes presented here are achieved through the close interaction of the two courses.
Präsenzlehrveranstaltung
Teilungsziffer -
Zuteilungsverfahren Direktzuteilung