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کتاب طراحی الگوریتم کلینبرگ

کتاب طراحی الگوریتم کلینبرگ

نویسنده : Éva Tardos , Jon Kleinberg
864 صفحه
دانلود کتاب (free download)
English Title : Algorithm Design 1st Edition
عنوان فارسی : الگوریتم طراحی

Description

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.

August 6, 2009 Author, Jon Kleinberg, was recently cited in the New York Times for his statistical analysis research in the Internet age.

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
References
Index
امتیازدهی4 1 1 1 1 1 1 1 1 1 14.00 امتیاز (1 امتیاز)
Éva Tardos

Éva Tardos

Eva Tardos is a Jacob Gould Schurman Professor of Computer Science at Cornell University. She earned her Dipl.Math. In 1981 and Ph.D. In 1984 from Eötvös University, Budapest, Hungary. Her research interests include Algorithm Design and Algorithmic Game Theory.
Jon Kleinberg

Jon Kleinberg

Jon Kleinberg is a Tisch University Professor of Computer Science at Cornell University. His research focuses on issues at the interface of networks and information, with an emphasis on the social and information networks that underpin the Web and other on-line media. His work has been supported by an NSF Career Award, an ONR Young Investigator Award, a MacArthur Foundation Fellowship, a Packard Foundation Fellowship, a Sloan Foundation Fellowship, and grants from Google, Yahoo!, and the NSF. He is a member of the National Academy of Sciences, the National Academy of Engineering, and the American Academy of Arts and Sciences.
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