Abstract: We will present a theory of the moment map coupled with a convex function and study the property of the corresponding critical point of composing functional. As an application, we interpret the Kahler-Ricci solitons as a special case of the generalized extremal metric. This is a joint work with King-Leung Lee and Jacob Sturm.