eBook - PDF

An Introduction to the Analysis of Algorithms

Name: An Introduction to the Analysis of Algorithms
Author: Michael Soltys

Michael Soltys,

152 pages
English
PDF
Available on iOS & Android

eBook - PDF

An Introduction to the Analysis of Algorithms

Michael Soltys,

About this book

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.

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Yes, you can access An Introduction to the Analysis of Algorithms by Michael Soltys in PDF and/or ePUB format, as well as other popular books in Mathematics & Computer Science General. We have over one million books available in our catalogue for you to explore.