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TEMPORAL LOGIC: From Philosophy and Proof Theory to Artificial Intelligence and Quantum Computing

  • Technical University of Munich

Research output: Book/ReportBookpeer-review

2 Scopus citations

Abstract

Calculi of temporal logic are widely used in modern computer science. The temporal organization of information flows in the different architectures of laptops, the Internet, or supercomputers would not be possible without appropriate temporal calculi. In the age of digitalization and High-Tech applications, people are often not aware that temporal logic is deeply rooted in the philosophy of modalities. A deep understanding of these roots opens avenues to the modern calculi of temporal logic which have emerged by extension of modal logic with temporal operators. Computationally, temporal operators can be introduced in different formalisms with increasing complexity such as Basic Modal Logic (BML), Linear-Time Temporal Logic (LTL), Computation Tree Logic (CTL), and Full Computation Tree Logic (CTL*). Proof-theoretically, these formalisms of temporal logic can be interpreted by the sequent calculus of Gentzen, the tableau-based calculus, automata-based calculus, game-based calculus, and dialogue-based calculus with different advantages for different purposes, especially in computer science. The book culminates in an outlook on trendsetting applications of temporal logics in future technologies such as artificial intelligence and quantum technology. However, it will not be sufficient, as in traditional temporal logic, to start from the everyday understanding of time. Since the 20th century, physics has fundamentally changed the modern understanding of time, which now also determines technology. In temporal logic, we are only just beginning to grasp these differences in proof theory which needs interdisciplinary cooperation of proof theory, computer science, physics, technology, and philosophy.

Original languageEnglish
PublisherWorld Scientific Publishing Co.
Number of pages208
ISBN (Electronic)9789811268540
ISBN (Print)9789811268533
DOIs
StatePublished - 1 Jan 2023

Keywords

  • Artificial Intelligence
  • Automata-Based Calculus
  • Basic Modal Logic (BML)
  • Computation Tree Logic (CTL)
  • Constructive Logic
  • Cosmological Time
  • Dialogue-Based Calculus
  • Dialogue-Based Logic
  • Ethics of AI
  • Full Computation Tree Logic (CTL*)
  • Game-Based Calculus
  • Gentzen Calculus
  • Intuitionistic Logic
  • Linear-Time Temporal Logic (Ltl)
  • Machine Learning
  • Natural Deduction
  • Neural Networks
  • Proof Theory
  • Quantum Computer
  • Quantum Computing
  • Quantum Temporal Logic
  • Relativistic Temporal Logic
  • Relativistic Time
  • Security of AI
  • Sequent Calculus
  • Standardization of AI
  • Tableaux-based Calculus
  • Temporal Logic

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