An Introduction to the Analysis of Algorithms - Softcover

Michael, Soltys

Softcover

ISBN 10: 9814271403 ISBN 13: 9789814271400

Verlag: World Scientific Publishing Company, 2009

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Reseña del editor

This textbook covers the mathematical foundations of the analysis of algorithms. The gist of the book is how to argue, without the burden of excessive formalism, that a given algorithm does what it is supposed to do. The two key ideas of the proof of correctness, induction and invariance, are employed in the framework of pre/post-conditions and loop invariants. The algorithms considered are the basic and traditional algorithms of computer science, such as Greedy, Dynamic and Divide & Conquer. In addition, two classes of algorithms that rarely make it into introductory textbooks are discussed. Randomized algorithms, which are now ubiquitous because of their applications to cryptography; and Online algorithms, which are essential in fields as diverse as operating systems (caching, in particular) and stock-market predictions. This self-contained book is intended for undergraduate students in computer science and mathematics.

Details zur Ausgabe

• Verlag: World Scientific Publishing Company
• Erscheinungsdatum: 2009
• ISBN 10: 9814271403
• ISBN 13: 9789814271400
• Einband: Tapa blanda
• Sprache: Englisch
• Anzahl der Seiten: 150