Monotone Operator Theory is a branch of functional analysis that studies operators that preserve the order of elements in a space, playing a crucial role in solving optimization and variational inequality problems. It provides a framework for understanding and analyzing the convergence behavior of iterative algorithms in convex optimization and partial differential equations.