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vrajitoru d knight w practical analysis algorithms 2014

Type:: E-books
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Size:: 37.2 MB
Uploaded On:: Nov. 9, 2022, 10 a.m.
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Info Hash:: A9C5F4A9AC100EB8EB10A7FB4CEE283AFA41EA98

Textbook in PDF format 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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Vrajitoru D., Knight W. Practical Analysis of Algorithms 2014.pdf 37.2 MB

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vrajitoru d knight w practical analysis algorithms 2014

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