Introduction to the Analysis of Algorithms, An by MICHAEL SOLTYSIntroduction to the Analysis of Algorithms, An by MICHAEL SOLTYS

Introduction to the Analysis of Algorithms, An


Hardcover | October 14, 2009

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This textbook covers the mathematical foundations of the analysis of algorithms. The gist of the book is how to argue, without the burden of excessive formalism, that a given algorithm does what it is supposed to do. The two key ideas of the proof of correctness, induction and invariance, are employed in the framework of pre/post-conditions and loop invariants.The algorithms considered are the basic and traditional algorithms of computer science, such as Greedy, Dynamic and Divide & Conquer. In addition, two classes of algorithms that rarely make it into introductory textbooks are discussed. Randomized algorithms, which are now ubiquitous because of their applications to cryptography; and Online algorithms, which are essential in fields as diverse as operating systems (caching, in particular) and stock-market predictions.This self-contained book is intended for undergraduate students in computer science and mathematics.
Title:Introduction to the Analysis of Algorithms, AnFormat:HardcoverDimensions:9.41 × 7.24 × 0.98 inPublished:October 14, 2009Publisher:World Scientific PublishingLanguage:English

The following ISBNs are associated with this title:

ISBN - 10:9814271403

ISBN - 13:9789814271400

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Rated 5 out of 5 by from Highly Recommend! I haven't enjoyed a book so much since I read Paul Halmos' "Linear Algebra Problem Book". It has the same wry humor, and it gets you through difficult materials by holding your hand with examples and solved problems. It starts with the basics, but it touches on things like "online algorithms" (never heard about those before) and "randomized algorithms and crypto".
Date published: 2010-12-14