Practical Analysis of Algorithms

Name: Practical Analysis of Algorithms
Brand: Springer International Publishing AG
SKU: 9783319098876
Price: 244.19 RON
Availability: InStock

Autor: Dana Vrajitoru, William Knight

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Legare: Carte broșată

Editura: Springer International Publishing AG

Disponibilitate: În depozitul extern

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This book introduces the essential concepts of algorithm analysis required by core undergraduate and...

Informații despre carte

Autor

Dana Vrajitoru, William Knight

Limbă

engleză

Legare

Carte - Carte broșată

Publicat

2014

Pagini

466

EAN

9783319098876

ISBN

331909887X

Enbook ID

05147751

Editura

Springer International Publishing AG

Greutate

718

Dimensiuni

157 x 233 x 26

Descriere completă

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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