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Approximation Algorithms

Approximation Algorithms

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Author: Vijay V. Vazirani
Publisher: Springer
Category: Book

List Price: $49.95
Buy New: $37.43
You Save: $12.52 (25%)



New (17) Used (4) from $34.21

Rating: 5.0 out of 5 stars 6 reviews
Sales Rank: 54264

Media: Hardcover
Edition: Corrected
Pages: 256
Number Of Items: 1
Shipping Weight (lbs): 1.6
Dimensions (in): 9.4 x 6.3 x 1

ISBN: 3540653678
Dewey Decimal Number: 005.1
EAN: 9783540653677

Publication Date: March 22, 2004
Availability: Usually ships in 1-2 business days
Condition: BRAND NEW

Accessories:

  • Parallel and Distributed Processing and Applications: 4th International Symposium, ISPA 2006, Sorrento, Italy, December 4-6, 2006, Proceedings (Lecture Notes in Computer Science)
  • Algorithms and Computation: 17th International Symposium, ISAAC 2006, Kolkata, India, December 18-20, 2006, Proceedings (Lecture Notes in Computer Science)

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Editorial Reviews:

Product Description

This book covers the dominant theoretical approaches to the approximate solution of hard combinatorial optimization and enumeration problems. It contains elegant combinatorial theory, useful and interesting algorithms, and deep results about the intrinsic complexity of combinatorial problems. Its clarity of exposition and excellent selection of exercises will make it accessible and appealing to all those with a taste for mathematics and algorithms.

Richard Karp,University Professor, University of California at Berkeley

Following the development of basic combinatorial optimization techniques in the 1960s and 1970s, a main open question was to develop a theory of approximation algorithms. In the 1990s, parallel developments in techniques for designing approximation algorithms as well as methods for proving hardness of approximation results have led to a beautiful theory. The need to solve truly large instances of computationally hard problems, such as those arising from the Internet or the human genome project, has also increased interest in this theory. The field is currently very active, with the toolbox of approximation algorithm design techniques getting always richer.

It is a pleasure to recommend Vijay Vazirani's well-written and comprehensive book on this important and timely topic. I am sure the reader will find it most useful both as an introduction to approximability as well as a reference to the many aspects of approximation algorithms.

Laszlo Lovasz, Senior Researcher, Microsoft Research




Customer Reviews:   Read 1 more reviews...

5 out of 5 stars No approximations, this is THE optimal book!   February 17, 2002
Mosta McKracken (Cambridge, MA USA)
45 out of 45 found this review helpful

I have been using Dorit Hochbaum's book on approximation algorithms for NP-Hard problems as a guideline for my work. Hochbaum's book is, without a doubt, terrific. However, the survey format compromised a smooth flow in favor of bringing together the best people in the field. This book (Vazirani's) corrects this by being so smooth and elegant from start to finish. Excellent problem sets, excellent hints for most problems, and there is a section at the end of the book devoted to open problems, which is a really really cool feature. My favorite chapter -29 I think- deals with hardness of approximation and the PCP theorem. The chapter explains the PCP theorem so vividly that the exact next thing I was doing was reading and comprehending the latest papers in this area. If you're a researcher in algorithms and complexity, then this book is highly recommended, especially at this ridiculously low price.
Note on my background: I am a graduate (masters) student in CS.



5 out of 5 stars Very nice introduction   May 20, 2006
Ali Civril (Troy, NY USA)
6 out of 6 found this review helpful

This is a quite nice book by an author who is well-known in the field. The book is not thematic, instead it presents certain problems in each chapter along with the main approximation algorithms and correctness proofs. Yet, each new concept is well introduced with the problems. For instance, the author presents LP-based techniques on the same problem (set cover) in the second part of the book. This makes it quite easy to compare and understand different techniques. The last part of the book is a little bit advanced compared to the first two parts which uses combinatorial or LP-based analysis of the algorithms. The presentation of the PCP theorem- arguably the deepest theorem of computer science- and its consequences are also in the last part.

A warning though: The book is quite terse at times, which enforces a dense reading. This may not be suitable for an undergradute study. My only complaint is that the PCP theorem might well be introduced with a little more intution.

Overall, I rate this book as excellent. If you are interested in algorithms, you should definitely buy it. Also, buy the "Complexity and Approximation" by Ausiello, Crescenzi and others. They provide a more comprehensive and thematic treatment. It also has an excellent bibliography and list of NP-hard problems. These two will make a great couple. The book edited by Hochbaum (Approximation Algorithms for NP-hard problems) on the other hand presents detailed information on the algorithms.



5 out of 5 stars Much needed desktop reference for anyone working with algorithms, networking protocols, optimization   March 9, 2006
M. Kochhal (Detroit, MI, USA)
5 out of 5 found this review helpful

I have been looking for books related to solving NP-complete and NP-hard problems approximately. There is another book by Hochbaum and I have that too. Unfortunately, that book is more of a research oriented book as it is written by several researchers. It's like reading several research papers within two hard covers. This means that one needs to have a sort of intermediate level of experience with approximation algorithms.

For a beginner, one would expect a book that starts from ground-up and that has been written as a textbook rather than as a set of research papers. The book by Dr. Vazirani, is the only book that is written by one author with a step-by-step evolution of concepts and ideas related to approximation algorithms.



5 out of 5 stars Short and Sweet   March 12, 2006
L. Celis (Seattle, WA USA)
2 out of 3 found this review helpful

This is a fanastic topics book in approximation algorithms. The problems and proofs are challenging and concise, but written in a very accessible manner. It is a great reference book, and also a convenient place to grab a lecture from if you need something to fill our a course. I have found it extremely useful, and even fun to read. I highly reccomend it for any person interested in theoretical computer science.


5 out of 5 stars Only for graduate level - very good   November 22, 2005
konion (Greece)
3 out of 4 found this review helpful

Very good, it is easy to read the book if you have a good level
of knowledge and the experience to think some details in the
proofs of the theorems.
I think it is a very good book for a graduate student.


 

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