Algorithm design and analysis is fundamental to all areas of computer science and gives a rigorous framework for the study optimization. This course provides an introduction to algorithm design ...

This paper presents convergence analysis of some algorithms for solving systems of nonlinear equations defined by locally Lipschitzian functions. For the directional derivative-based and the ...

Algorithm design strategies such as divide and conquer. Elementary techniques for analysis; asymptotic analysis, recursion equations, estimation methods, elementary combinatorial arguments.

We present a statistical analysis of probabilistic counting algorithms, focusing on two techniques that use pseudo-random variates to form low-dimensional data sketches. We apply conventional ...

Team begins comparative analysis of new category of algorithms that mine genetic information in cancer databases ...

As software and algorithms become an increasingly pervasive part of our lives, there’s growing interest and concern on how they are affecting society, the economy, and politics. Yet, most social ...

Grover's algorithm, as a classic quantum search algorithm, utilizes its quadratic speedup advantage for unstructured data search, becoming a recent hotspot in the field of quantum computing research.

Ready to analyze Google's search algorithms and learn all the secrets of ranking? Here's what you will need to do it correctly.