Practical Analysis of Algorithms
Produktnummer:
187580c79ae8ce43c6b968515ad4a50c97
| Autor: | Knight, William Vrajitoru, Dana |
|---|---|
| Themengebiete: | Algorithms Analysis Fundamental Notation Probabilistic Algorithms Recurrence Relations algorithm analysis and problem complexity |
| Veröffentlichungsdatum: | 15.09.2014 |
| EAN: | 9783319098876 |
| Sprache: | Englisch |
| Seitenzahl: | 466 |
| Produktart: | Kartoniert / Broschiert |
| Verlag: | Springer International Publishing |
Produktinformationen "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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