An Introduction to the Analysis of Algorithms - Couverture souple

Michael, Soltys

Couverture souple

ISBN 10 : 9814271403 ISBN 13 : 9789814271400

Editeur : World Scientific Publishing Company, 2009

Synopsis

An Introduction to the Analysis of Algorithm Covers the mathematical foundations of the analysis of algorithms. This book considers the basic and traditional algorithms of computer science, such as Greedy, Dynamic and Divide and Conquer. It is suitable for undergraduate students in computer science and mathematics. Full description

A propos du livre

Présentation de l'éditeur

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.

Détails de l'édition

• Éditeur: World Scientific Publishing Company
• Date d'édition: 2009
• ISBN 10: 9814271403
• ISBN 13: 9789814271400
• Reliure: Broché
• Langue: anglais
• Nombre de pages: 150