Overview
- Illustrates proofs by means of programs written in a high-level imperative programming language
- Includes chapters on the emergent fields of molecular and quantum computing
- Highlights countless connections to all areas in computer science
- Includes supplementary material: sn.pub/extras
Part of the book series: Undergraduate Topics in Computer Science (UTICS)
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Table of contents (23 chapters)
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Front Matter
Keywords
About this book
This textbook discusses the most fundamental and puzzling questions about the foundations of computing. In 23 lecture-sized chapters it provides an exciting tour through the most important results in the field of computability and time complexity, including the Halting Problem, Rice's Theorem, Kleene's Recursion Theorem, the Church-Turing Thesis, Hierarchy Theorems, and Cook-Levin's Theorem. Each chapter contains classroom-tested material, including examples and exercises. Links between adjacent chapters provide a coherent narrative.
Fundamental results are explained lucidly by means of programs written in a simple, high-level imperative programming language, which only requires basic mathematical knowledge. Throughout the book, the impact of the presented results on the entire field of computer science is emphasised. Examples range from program analysis to networking, from database programming to popular games and puzzles. Numerous biographical footnotes about the famous scientists who developed the subject are also included."Limits of Computation" offers a thorough, yet accessible, introduction to computability and complexity for the computer science student of the 21st century.
Reviews
“This is a textbook about computability and complexity delivered as a one-semester final year module for undergraduates. ... There are quite a few exercises and dozens of important references at the end of each chapter, as well as a lot of interesting historical footnotes throughout. ... book may serve not only as an undergraduate text, but also as a reference source.” (Haim Kilov, zbMATH 1376.68003, 2018)
“I think this is a very good update of Neil Jones’s brilliant approach at teaching computability and complexity in a nontraditional manner that may resonate with students who are not necessarily deeply interested in mathematical abstractions. … I think Reus’s book deserves a large readership and should be tried out as an alternative text … in computing and communications courses worldwide.” (Sitabhra Sinha, Computing Reviews, January, 2017)
“The book under review is a textbook intended to provide the material for an introductory course on the classic theory of algorithms and modern complexity theory for senior undergraduate computer science students. … the book is a good, concise introduction to the fields of computability and complexity for students, and a good reference for working professionals in all areas of computer science and mathematics.” (M. I. Dekhtyar, Mathematical Reviews, November, 2016)
Authors and Affiliations
About the author
Bibliographic Information
Book Title: Limits of Computation
Book Subtitle: From a Programming Perspective
Authors: Bernhard Reus
Series Title: Undergraduate Topics in Computer Science
DOI: https://doi.org/10.1007/978-3-319-27889-6
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 2016
Softcover ISBN: 978-3-319-27887-2Published: 04 April 2016
eBook ISBN: 978-3-319-27889-6Published: 25 March 2016
Series ISSN: 1863-7310
Series E-ISSN: 2197-1781
Edition Number: 1
Number of Pages: XVIII, 348
Number of Illustrations: 80 b/w illustrations
Topics: Algorithm Analysis and Problem Complexity, Mathematics of Algorithmic Complexity
Industry Sectors: Aerospace, Biotechnology, Electronics, Energy, Utilities & Environment, IT & Software, Telecommunications