Gerard O'Regan

Mathematics in Computing (eBook, PDF)

An Accessible Guide to Historical, Foundational and Application Contexts

• Format: PDF

Produktbeschreibung

This illuminating textbook provides a concise review of the core concepts in mathematics essential to computer scientists. Emphasis is placed on the practical computing applications enabled by seemingly abstract mathematical ideas, presented within their historical context. The text spans a broad selection of key topics, ranging from the use of finite field theory to correct code and the role of number theory in cryptography, to the value of graph theory when modelling networks and the importance of formal methods for safety critical systems.

Topics and features:

• Includes numerous pedagogical features, such as chapter-opening key topics, chapter introductions and summaries, review questions, and a glossary
• Describes the historical contributions of such prominent figures as Leibniz, Babbage, Boole, and von Neumann
• Introduces the fundamental mathematical concepts of sets, relations and functions, along with the basics of number theory, algebra, algorithms, and matrices
• Explores arithmetic and geometric sequences and series, mathematical induction and recursion, graph theory, computability and decidability, and automata theory
• Reviews the core issues of coding theory, language theory, software engineering, and software reliability, as well as formal methods and model checking
• Covers key topics on logic, from ancient Greek contributions to modern applications in AI, and discusses the nature of mathematical proof and theorem proving
• Presents a short introduction to probability and statistics, complex numbers and quaternions, and calculus

This engaging and easy-to-understand book will appeal to students of computer science wishing for an overview of the mathematics used in computing, and to mathematicians curious about how their subject is applied in the field of computer science. The book will also capture the interest of the motivated general reader.

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Produktdetails

• Verlag: Springer Nature Switzerland
• Seitenzahl: 458
• Erscheinungstermin: 10. Januar 2020
• Englisch
• ISBN-13: 9783030342098
• Artikelnr.: 58505211

Autorenporträt

Dr. Gerard O'Regan is a CMMI software process improvement consultant with research interests including software quality and software process improvement, mathematical approaches to software quality, and the history of computing. He is the author of such Springer titles as World of Computing: A Primer Companion for the Digital Age, Concise Guide to Formal Methods, Concise Guide to Software Engineering, Guide to Discrete Mathematics, and Introduction to the History of Computing.

Inhaltsangabe

Mathematics in Civilization.- Sets, Relations and Functions.- Logic.- Software Engineering.- Formal Methods.- Z Formal Specification Language.- Number Theory.- Cryptography.- Coding Theory.- Language Theory and Semantics.- Computability and Decidability.- Probability, Statistics and Software Reliability.- Matrix Theory.- Complex Numbers and Quaternions.- Calculus.- Graph Theory.

Rezensionen

From the reviews:
"This book provides a mathematical context for computing. ... Each chapter concludes with a summary and a series of review questions that reinforce the concepts presented. This is all very readable and self-contained, making the book an excellent resource for most academic libraries. Summing Up: Highly recommended. All undergraduate students and informed general audiences." (D. Z. Spicer, Choice, Vol. 50 (11), July, 2013)

"This book, authored by a prolific writer, is about the applications of mathematics in computing and places emphasis on historical contexts where applicable. Aimed at undergraduate students of computer science, the book provides helpful pedagogical features: key topics covered in each chapter are listed at the beginning ... . The book achieves its objective of providing a flavour of the mathematics used in computing, so the general reader will likely benefit from it as well." (David J. Littleboy, SIGACT News, Vol. 55 (1), 2024)