Learn algorithms effectively with these books that explain them clearly and show you how to apply them. These are the best algorithm books for beginners in computer science.

This is the first book that fully covers both randomized algorithms and robust control design. Some of the major topics covered include: a review of probability theory; the robust control problem; ...

Learn what a randomized algorithm is, how it differs from a deterministic algorithm, what are some common types of randomized algorithms, and how you can use them in your code.

The library sorting problem is used across computer science for organizing far more than just books. A new solution is less than a page-width away from the theoretical ideal. Computer scientists often ...

The library sorting problem is used across computer science for organizing far more than just books. A new solution is less than a page-width away from the theoretical ideal.

Text: Randomized Algorithms by Rajeev Motani and Prabhakar Raghavan, plus papers and notes for topics not in the book.

Text: Randomized Algorithms by Rajeev Motani and Prabhakar Raghavan, plus papers and notes for topics not in the book. Office hours: Monday 10:30-12:00, or by appointment. Here is the Take-home Final ...

Randomized algorithms for very large matrix problems have received a great deal of attention in recent years. Much of this work was motivated by problems in large-scale data analysis, largely since ...

Randomized Median. This algorithm is proposed in the Mitzenmacher and Upfal's book "Probability and Computing: Randomized Algorithms and Probabilistic Analysis".