Online Algorithms
-64%
Availability: In Stock

Online Algorithms

SKU: 9781009358729

Original price was: $69.99.Current price is: $24.99.

Access Online Algorithms Now. Discount up to 90%

Categories: ,

Additional information

Full Title

Online Algorithms
Author(s)

Rahul Vaze
Edition
ISBN

9781009358729, 9781009349185
Publisher

Cambridge University Press
Format

PDF and EPUB

Description

Online algorithms are a rich area of research with widespread applications in scheduling, combinatorial optimization, and resource allocation problems. This lucid textbook provides an easy but rigorous introduction to online algorithms for graduate and senior undergraduate students. In-depth coverage of most of the important topics is presented with special emphasis on elegant analysis. The book starts with classical online paradigms like the ski-rental, paging, list-accessing, bin packing, where performance of online algorithms is studied under the worst-case input and moves on to newer paradigms like ‘beyond worst case’, where online algorithms are augmented with predictions using machine learning algorithms. The book goes on to cover multiple applied problems such as routing in communication networks, server provisioning in cloud systems, communication with energy harvested from renewable sources, and sub-modular partitioning. Finally, a wide range of solved examples and practice exercises are included, allowing hands-on exposure to the concepts.

Related products