Duality Theory of Convex Programming for Infinite Horizon Economic Models
The present state of convex programming theory for inﬁnite horizon free endpoint economic models is not entirely satisfactory. Roughly speaking, classical duality principles can be shown to apply tof inite subsections of an optimal trajectory and this avoids classical ineﬀiciencies of the ﬁnite horizon variety. But it has never been completely clear how to avoid the kind of non-optimality which results from piling up too much “left over” capital in the limit. While certain rule of thumb “transversality conditions” have been proposed by analogy with ﬁnite horizon models, they have not in general been put on a rigorous footing and it is not clear which of them are valid under what circumstances. In this paper a rigorous treatment of the subject is undertaken. Under a set of general axioms, a certain limiting transversality condition in conjunction with other duality conditions is shown to be necessary and suﬀicient for inﬁnite horizon optimality.
Weitzman, Martin L., "Duality Theory of Convex Programming for Infinite Horizon Economic Models" (1971). Cowles Foundation Discussion Papers. 550.