Logics for computer and data sciences, and artificial intelligence / Lech T. Polkowski.
2022
QA76.9.L63
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Details
Title
Logics for computer and data sciences, and artificial intelligence / Lech T. Polkowski.
Author
ISBN
9783030916800 (electronic bk.)
3030916804 (electronic bk.)
9783030916794 (print)
3030916790
3030916804 (electronic bk.)
9783030916794 (print)
3030916790
Published
Cham, Switzerland : Springer, 2022.
Language
English
Description
1 online resource (xviii, 362 pages) : illustrations.
Item Number
10.1007/978-3-030-91680-0 doi
Call Number
QA76.9.L63
Dewey Decimal Classification
005.101/5113
Summary
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.
Bibliography, etc. Note
Includes bibliographical references and index.
Access Note
Access limited to authorized users.
Digital File Characteristics
text file PDF
Source of Description
Online resource; title from PDF title page (SpringerLink, viewed January 4, 2022).
Series
Studies in computational intelligence ; v. 992. 1860-9503
Available in Other Form
Print version: 9783030916794
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Table of Contents
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.
First-order logic
Propositional modal logic
Epistemic, default and dynamic logics
Temporal logics
Many-valued logics
Approximate reasoning: Rough logics
Beyond frst-order logics.