Logics for Computer and Data Sciences, and Artificial Intelligence

ISBN-13: 9783030916794 / Angielski / Twarda / 2021 / 382 str.

Lech T. Polkowski

Opis

This volume offers the reader a  systematic and throughout account of branches of logic instrumental for computer science, data science and artificial intelligence. Addressed  in it are  propositional, predicate, modal, epistemic,  dynamic, temporal logics as well as applicable in data science  many-valued logics and logics of concepts (rough logics). It  offers  a look  into second-order logics and approximate logics of parts.The book concludes with appendices on set theory, algebraic structures, computability, complexity, MV-algebras and transition systems, automata and formal grammars.By this composition of the text, the reader obtains a self-contained  exposition that can serve as the textbook on logics and relevant disciplines as well as a reference text. 

Spis treści

Propositional logic.- First-order logic.- Propositional modal logic.-  Epistemic, default and dynamic logics.- Temporal logics.- Many-valued logics.-  Approximate reasoning: Rough logics.-  Beyond frst-order logics.