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 ...

Despite the growing presence of algorithms in daily life, the U.S. public expresses broad concerns over the fairness and effectiveness of computer programs making important decisions.