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Könyv Practical Analysis of Algorithms Dana Vrajitoru

Practical Analysis of Algorithms

Szerző: Dana Vrajitoru, William Knight
Nyelv: Angol
Kötés: Puha kötésű
Kiadó: Springer International Publishing AG
Elérhetőség: Beszállítói készleten
Küldés 5-8 napon belül
16 960 Ft
This book introduces the essential concepts of algorithm analysis required by core undergraduate and...

Információk a könyvről

Szerző
Dana Vrajitoru, William Knight
Nyelv
Angol
Kötés
Könyv - Puha kötésű
Kiadva
2014
oldal
466
EAN
9783319098876
ISBN
331909887X
Enbook ID
05147751
Kiadó
Springer International Publishing AG
Súly
718
Méretek
157 x 233 x 26

Teljes leírás

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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