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What Can Be Computed?

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About the Author

John MacCormick is associate professor of computer science at Dickinson College and a leading teacher, researcher, and writer in his field. He has a PhD in computer vision from the University of Oxford and has worked in the research labs of Hewlett-Packard and Microsoft. His previous books include Nine Algorithms That Changed the Future: The Ingenious Ideas That Drive Today's Computers (Princeton).


"What Can Be Computed? should succeed brilliantly in capturing the imagination of students. Using Python as a model of computation, MacCormick is able to introduce the greatest ideas in computer science theory as quickly and intuitively as possible. On the other hand, no rigor is ever lost. Over and over, he finds ways to take very complex concepts and boil them down to small and concrete components. Core concepts are presented in a beautiful and accessible way."--Matt Franklin, University of California, Davis "I would love to adopt this text for my introduction to theory of computation course. The level and coverage is perfect for undergraduates. The text hits the sweet spot by carefully presenting the ideas without an overwhelming level of mathematical sophistication. I want my students to come away from the course with the big ideas rather than struggling through mathematical notation and formal proofs, and this text does exactly that. I love that the main computational model is Python, and I think this makes the content more real for students."--Jill Zimmerman, Goucher College "This well-designed, well-written, and accessible book assumes minimal prerequisites, explains the intuition behind its proofs, and has the unique feature of using Python as a computational model, which makes the presentation practical. I especially like its inclusion of historical content."--Jianfeng Lu, Duke University "This wonderful book explores the theory of computing from a practical viewpoint. John MacCormick covers the basic concepts of computability and complexity, what we can and cannot compute--keeping the material grounded by connecting it with Python--the popular programming language."--Lance Fortnow, author of The Golden Ticket: P, NP, and the Search for the Impossible

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