The objective of this talk is to present an up-to-date unified mathematical framework for the design of linear and non-linear MIMO transceivers in single- and multi-hop networks in which the system performance is measured according to an arbitrary cost function. Majorization theory is the underlying mathematical theory on which the framework hinges.