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Algorithm Design

Algorithm Design - 06 edition

Algorithm Design - 06 edition

ISBN13: 9780321295354
ISBN10: 0321295358
Algorithm Design by Jon Kleinberg and Eva Tardos - ISBN 9780321295354
Cover type: Hardback
Edition: 06
Copyright: 2006
Publisher: Addison-Wesley Longman, Inc.
Published:
International: No
Algorithm Design by Jon Kleinberg and Eva Tardos - ISBN 9780321295354
ISBN13: 9780321295354
ISBN10: 0321295358
Cover type: Hardback
Edition: 06
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Summary

Algorithm Design introduces algorithms by looking at the real-world problems that motivate them. The book teaches students a range of design and analysis techniques for problems that arise in computing applications. The text encourages an understanding of the algorithm design process and an appreciation of the role of algorithms in the broader field of computer science.

Table of Contents

Table of Contents

1. Introduction : some representative problems
2. Basics of algorithm analysis
3. Graphs
4. Greedy algorithms
5. Divide and conquer
6. Dynamic programming
7. Network flow
8. NP and computational intractability
9. PSPACE : a class of problems beyond NP
10. Extending the limits of tractability
11. Approximation algorithms
12. Local search
13. Randomized algorithms
Epilogue : algorithms that run forever

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