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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.

Parametre knihy

Zaradenie knihy Knihy po anglicky Computing & information technology Computer science Mathematical theory of computation

• Celý názov: Introduction To The Analysis Of Algorithms, An
• Autor: Michael Soltys
• Jazyk: Angličtina
• Väzba: Pevná
• Počet strán: 152
• EAN: 9789814271400
• ISBN: 9814271403
• ID: 05069673
• Nakladateľ: World Scientific Publishing Co Pte Ltd
• Hmotnosť: 404 g
• Rozmery: 232 × 158 × 16 mm
• Dátum vydania: 19. October 2009

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