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Practical Analysis of Algorithms

Name: Practical Analysis of Algorithms
Brand: Springer
SKU: 9783319098876
Price: 59.99 USD
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Contributors:

Dana Vrajitoru, William Knight

Publisher:

Springer

Binding:

Paperback

Book Category:

Computers

Book Subcategory:

Programming, Computer Science

Book Topic:

Algorithms

Edition Description:

2014 Edition

Series:

Undergraduate Topics in Computer Science

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The product is eligible for a complimentary return within 30 days from the date of purchase. Furthermore, individual items are shipped within 24 hours of receiving the order.

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Release Date:

2014-09-15

ISBN 13:

9783319098876

Weight:

1.47 lbs

Size:

9.21 x 6.14 x 0.97 inches

Pages:

466

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product description

Description

This book introduces the essential concepts of algorithm analysis required by core undergraduate and graduate computer science courses, in addition to providing a review of the fundamental mathematical notions necessary to understand these concepts. Features: includes numerous fully-worked examples and step-by-step proofs, assuming no strong mathematical background; describes the foundation of the analysis of algorithms theory in terms of the big-Oh, Omega, and Theta notations; examines recurrence relations; discusses the concepts of basic operation, traditional loop counting, and best case and worst case complexities; reviews various algorithms of a probabilistic nature, and uses elements of probability theory to compute the average complexity of algorithms such as Quicksort; introduces a variety of classical finite graph algorithms, together with an analysis of their complexity; provides an appendix on probability theory, reviewing the major definitions and theorems used in the book.

About the Author
Dr. Dana Vrajitoru is an Associate Professor of Computer Science at Indiana University South Bend, IN, USA. Dr. William Knight is an Emeritus Associate Professor at the same institution.

Practical Analysis of Algorithms

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