Operator Splitting Methods in Control - Giorgos Stathopoulos - Bog

Focuses on systems with linear dynamics, giving rise to convex control problems. This book provides a comprehensive survey of a family of first order methods known as decomposition schemes or operator splitting methods and shows the behaviour of such algorithms as solvers of control related convex problems from tens to a few hundreds of variables.