EAN: 9783319098876

Bilder-Quelle: discount24.de - Sport-Freizeit

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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