Mathematics of Discrete Structures for Computer Science
Mathematics plays a key role in computer science, some researchers would consider computers as nothing but the physical embodiment of mathematical systems. And whether you are designing a digital circuit, a computer program or a new programming language, you need mathematics to be able to reason about the design — its correctness, robustness and dependability. This book covers the foundational mathematics necessary for courses in computer science.
The common approach to presenting mathematical concepts and operators is to define them in terms of properties they satisfy, and then based on these definitions develop ways of computing the result of applying the operators and prove them correct. This book is mainly written for computer science students, so here the author takes a different approach: he starts by defining ways of calculating the results of applying the operators and then proves that they satisfy various properties. After justifying his underlying approach the author offers detailed chapters covering propositional logic, predicate calculus, sets, relations, discrete structures, structured types, numbers, and reasoning about programs.
The book contains chapter and section summaries, detailed proofs and many end-of-section exercises — key to the learning process. The book is suitable for undergraduate and graduate students, and although the treatment focuses on areas with frequent applications in computer science, the book is also suitable for students of mathematics and engineering.
- Author takes an unusual approach, starts by defining ways of calculating operators and then proves that they satisfy various properties
- Treatment is largely self-contained, and even students without prior advanced mathematics should be able to learn from the text
- Author has considerable experience teaching this course to undergraduate students
Table of Contents
Chapter 1. Why Mathematics?
Chapter 2. Propositional Logic
Chapter 3. Predicate Calculus
Chapter 4. Sets
Chapter 5. Relations
Chapter 6. Classifying Relations
Chapter 7. More Discrete Structures
Chapter 8. Defining New Structured Types
Chapter 9. Numbers
Chapter 10. Reasoning About Programs
- Hardcover: 309 pages
- Publisher: Springer (September 2012)
- Language: English
- ISBN-10: 3642298397
- ISBN-13: 978-3642298394