Overview
- Covers all the mathematical development traditionally employed in computational theory courses
- Reviews essential mathematical background on sets, relations, formal logic, and reasoning about infinite sets
- Provides students with the FSM programming language to implement their machines, grammars, and regular expressions
Part of the book series: Texts in Computer Science (TCS)
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About this book
This textbook introduces formal languages and automata theory for upper-level undergraduate or beginning graduate students. While it contains the traditional mathematical development usually employed in computational theory courses, it is also quite different from many of them. Machines, grammars, and algorithms developed as part of a constructive proof are intended to be rendered as programs.
The book is divided into four parts that build on each other. Part I reviews fundamental concepts. It introduces programming in FSM and reviews program design. In addition, it reviews essential mathematical background on sets, relations, and reasoning about infinite sets. Part II starts the study of formal languages and automata theory in earnest with regular languages. It first introduces regular expressions and shows how they are used to write programs that generate words in a regular language. Given that regular expressions generate words, it is only natural to ask how a machine can recognize words in a regular language. This leads to the study of deterministic and nondeterministic finite-state machines. Part III starts the exploration of languages that are not regular with context-free languages. It begins with context-free grammars and pushdown automata to generate and recognize context-free languages, and it ends with a discussion of deterministic pushdown automata and illustrates why these automatons are fundamentally different from nondeterministic pushdown automata. Part IV eventually explores languages that are not context-free, known as context-sensitive languages. It starts by discussing the most powerful automaton known to mankind: the Turing machine. It then moves to grammars for context-sensitive languages, and their equivalence with Turing machines is explored. The book ends with a brief chapter introducing complexity theory and explores the question of determining if a solution to a problem is practical.
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Keywords
Table of contents (21 chapters)
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Front Matter
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Fundamental Concepts
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Front Matter
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Context-Free Languages
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Front Matter
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Context-Sensitive Languages
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Front Matter
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Authors and Affiliations
About the author
Marco T. Morazán is a Full Professor in the Department of Mathematics and Computer Science at Seton Hall University. His main research areas are the implementation of programming languages and computer science education. He developed the FSM (Functional State Machines) programming language, has pioneered an effective computer science curriculum for beginners based on the development of video games, and has turned the automata theory classroom to programming-based activities. Currently he chairs the Steering Committee of the annual Trends in Functional Programming Symposium (TFP), is a Steering Committee Member of the annual Implementation and Application of Functional Languages Symposium (IFL), and is a co-founder of the annual Trends in Functional Programming in Education Workshop.
Bibliographic Information
Book Title: Programming-Based Formal Languages and Automata Theory
Book Subtitle: Design, Implement, Validate, and Prove
Authors: Marco T. Morazán
Series Title: Texts in Computer Science
DOI: https://doi.org/10.1007/978-3-031-43973-5
Publisher: Springer Cham
eBook Packages: Computer Science, Computer Science (R0)
Copyright Information: The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerland AG 2024
Hardcover ISBN: 978-3-031-43972-8Published: 19 December 2023
Softcover ISBN: 978-3-031-43975-9Due: 01 January 2025
eBook ISBN: 978-3-031-43973-5Published: 18 December 2023
Series ISSN: 1868-0941
Series E-ISSN: 1868-095X
Edition Number: 1
Number of Pages: XXIII, 524
Number of Illustrations: 125 b/w illustrations, 38 illustrations in colour
Topics: Mathematical Logic and Formal Languages, Software Engineering/Programming and Operating Systems