Models of Computation
An Introduction to Computability Theory
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Beschreibung
An Introduction to Computability Theory provides an introduction to the essential concepts in computability, using several models of computation, from Turing machines to the modern computation models inspired by quantum physics. It is addressed to advanced undergraduate students, as a complement to programming courses, or to postgraduate students interested in foundations of computation and the theory of computability.
There are two parts in the book. The first highlights the traditional models of computation used in the first studies on computability:
- Automata and Turing Machines;
- Recursive functions and the Lambda-Calculus;
- Logic-based computation models.
The second part covers object-oriented and interaction-based models, and includes a chapter on concurrency and a chapter on emergent models of computation inspired by quantum mechanics and systems biology.
At the end of each chapter there is a list of exercises, solutions to selected exercises are provided in the final chapter of the book. The book gives an in-depth analysis of the basic concepts underlying each model of computation. It privileges the understanding of the basic techniques and their relationships over simply describing their properties.
A Concise Introduction to Computation Models and Computability Theory provides an introduction to the essential concepts in computability, using several models of computation, from the standard Turing Machines and Recursive Functions, to the modern computation models inspired by quantum physics. An in-depth analysis of the basic concepts underlying each model of computation is provided.
Divided into two parts, the first highlights the traditional computation models used in the first studies on computability: - Automata and Turing Machines; - Recursive functions and the Lambda-Calculus; - Logic-based computation models.
and the second part covers object-oriented and interaction-based models. There is also a chapter on concurrency, and a final chapter on emergent computation models inspired by quantum mechanics.
At the end of each chapter there is a discussion on the use of computation models in the design of programming languages.
Provides an in-depth analysis of the basic concepts underlying the models of computation that underpin the most well-known families of programming languages
Autor*in
Maribel Fernandez
Themen in »Models of Computation«
Action Turing automata computability theory design programming programming language
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From the reviews:
"The focus of this relatively short book is on newer object-oriented and interaction-oriented models, including recent work in quantum computing and systems biology. … the book is designed for advanced undergraduate and graduate students. … Each chapter starts by clearly indicating what will be covered and ends with a series of exercises. … the book as a whole is extremely well written. Definitions are clearly stated … . Each model of computation is precisely defined, and the examples are clear and to the point." (K. Harrow, ACM Computing Reviews, September, 2009)
“It is a pleasure to see a book which takes a different approach to computer theory. … This short book can be used for a one-term course … . A valuable primer for students of programming languages. Summing Up: Highly recommended. Upper-division undergraduates and graduate students.” (P. Cull, Choice, Vol. 47 (3), November, 2009)()