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Fundamentals of Logic and Computation

With Practical Automated Reasoning and Verification

  • Textbook
  • © 2021

Overview

  • Introduces classical and nonclassical logics in an integrated presentation
  • Discusses lambda calculus, recursive functions and Turing machines
  • Includes exercises from widely-used software applications

Part of the book series: Texts in Computer Science (TCS)

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Table of contents (6 chapters)

  1. Logic

  2. Computation

  3. Logic and Computation

Keywords

About this book



This textbook aims to help the reader develop an in-depth understanding of logical reasoning and gain knowledge of the theory of computation. The book combines theoretical teaching and practical exercises; the latter is realised in Isabelle/HOL, a modern theorem prover, and PAT, an industry-scale model checker. I also give entry-level tutorials on the two software to help the reader get started. By the end of the book, the reader should be proficient in both software. Content-wise, this book focuses on the syntax, semantics and proof theory of various logics; automata theory, formal languages, computability and complexity. The final chapter closes the gap with a discussion on the insight that links logic with computation. This book is written for a high-level undergraduate course or a Master's course. The hybrid skill set of practical theorem proving and model checking should be helpful for the future of readers should they pursue a research career or engineering informal methods.

Authors and Affiliations

  • Griffith University, Brisbane, Australia

    Zhe Hou

About the author

Zhe Hou is a lecturer in the School of Information and Communication Technology at Griffith University, Nathan, Australia.  His research pursuits include explainable AI, autonomous systems, formal verification, and automated reasoning.

Bibliographic Information

  • Book Title: Fundamentals of Logic and Computation

  • Book Subtitle: With Practical Automated Reasoning and Verification

  • Authors: Zhe Hou

  • Series Title: Texts in Computer Science

  • DOI: https://doi.org/10.1007/978-3-030-87882-5

  • 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 2021

  • Hardcover ISBN: 978-3-030-87881-8Published: 04 December 2021

  • Softcover ISBN: 978-3-030-87884-9Published: 05 December 2022

  • eBook ISBN: 978-3-030-87882-5Published: 03 December 2021

  • Series ISSN: 1868-0941

  • Series E-ISSN: 1868-095X

  • Edition Number: 1

  • Number of Pages: X, 222

  • Number of Illustrations: 28 b/w illustrations, 6 illustrations in colour

  • Topics: Arithmetic and Logic Structures, Theory of Computation, Mathematical Logic and Formal Languages, Computer Hardware

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