Programming-Based Formal Languages and Automata Theory

Design, Implement, Validate, and Prove
1. Auflage 2024
ISBN: 978-3-031-43972-8
Verlag: Springer International Publishing

Buch, Englisch, 524 Seiten, Format (B × H): 160 mm x 241 mm, Gewicht: 980 g

Reihe: Texts in Computer Science

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.

Zielgruppe

Upper undergraduate

Autoren/Hrsg.

Morazán, Marco T.

Fachgebiete

• Mathematik | Informatik EDV | Informatik Programmierung | Softwareentwicklung Software Engineering
• Mathematik | Informatik EDV | Informatik Informatik Logik, formale Sprachen, Automaten

Inhaltsverzeichnis

Part I: Fundamental Concepts.- 1. Introduction to FSM.- 2. Essential Background.- 3. Types of Proofs.- Part II: Regular Languages.- 4. Regular Expressions.- 5. Deterministic Finite-State Machines.- 6. Nondeterministic Finite State Machines.- 7. Finite-State Automatons and Regular Expressions.- 8. Regular Grammars.- 9. Languages that are not Regular.- Part III: Context-Free Languages.- 10. Context-Free Grammars.- 11. Pushdown Automata.- 12. Equivalence of pdas and cfgs.- 13. Properties of Context-Free Languages.- 14. Deterministic PDAs.- Part IV: Context-Sensitive Languages.- 15. Turing Machines.- 16. Turing Machine Composition.- 17. Turing Machine Extensions.- 18. Context-Sensitive Grammars.- 19. Church-Turing Thesis and Undecidability.- 20. Complexity.- Part V: Epilogue.- 21. Where to Go From Here.

Über Autor(innen)

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.