These are the best algorithm books for beginners in computer science. ... divide and conquer, dynamic programming, network flow, NP-completeness, approximation algorithms, and randomized algorithms.

Randomized algorithms are a powerful tool for solving complex problems that are hard to solve deterministically. They use random choices or inputs to influence the behavior and output of the ...

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; ...

15-852 RANDOMIZED ALGORITHMS Instructor: Avrim Blum Time: MW 10:30-11:50 Place: Wean 4615A ... Text: Randomized Algorithms by Rajeev Motani and Prabhakar Raghavan, plus papers and notes for topics not ...

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 ...

This project consists in implementing two selection algorithms capable of finding the median of any given random sample in a very small time. Also, it is necessary to implement a sorting algorithm ...