Affiliation:
1. IIMAS, Universidad Nacional Autonma de M ´ exico ´ Apartado Postal 20-126, CDMX 01000 MEXICO
Abstract
It is well-known that, for a mathematical programming problem involving equality and inequality constraints, the uniqueness of a Lagrange multiplier associated with a local solution implies, under certain smoothness assumptions, second order necessary optimality conditions. Those conditions hold on a set of critical directions defined by those points satisfying the constraints and for which the minimizing function and the standard Lagrangian coincide. No similar links between uniqueness of multipliers and second order conditions seem to have been established for optimal control problems. In this paper, we provide some results in this direction. In particular, we study and completely solve a natural conjecture which provides, under uniqueness assumptions, nonnegative second variations on a classical cone of admissible directions.
Publisher
World Scientific and Engineering Academy and Society (WSEAS)
Subject
Artificial Intelligence,General Mathematics,Control and Systems Engineering
Reference18 articles.
1. Ben-Tal A (1980) Second-order and related extremality conditions in nonlinear programming, Journal of Optimization Theory & Applications, 31: 143-165
2. Kyparisis J (1985) On uniqueness of KuhnTucker multipliers in nonlinear programming, Mathematical Programming, 32: 242-246
3. Wachsmuth G (2013) On LICQ and the uniqueness of Lagrange multipliers, Operations Research Letters, 41: 78-80
4. Clarke F (2013) Functional Analysis, Calculus of Variations and Optimal Control, SpringerVerlag, London
5. Giorgi G, Guerraggio A, Thierfelder J (2004) Mathematics of Optimization: Smooth and Nonsmooth Case, Elsevier, Amsterdam