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portada Practical Analysis of Algorithms
Type
Physical Book
Author
Publisher
Language
English
Pages
466
Format
Paperback
Dimensions
23.4x15.6x2.5 cm
Weight
0.67 kg.
ISBN13
9783319098876
Edition No.
2014th
Categories

Practical Analysis of Algorithms

William Knight (Author) · Dana Vrajitoru (Author) · Springer · Paperback

Practical Analysis of Algorithms - Vrajitoru, Dana ; Knight, William

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Synopsis "Practical Analysis of Algorithms"

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.

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The binding of this edition is Paperback.

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