This course covers mathematical theories associated with computation, convergence, communication, and synchronization of parallel and distributed algorithms which often appear in a network, communication, control, signal processing and OR problems, focusing on asynchronous parallel and distributed algorithms. A system of equations, nonlinear optimization, variational inequality problem, shortest path problem, dynamic programming, and network flow problem will be addressed as applications with many real-world examples.
