Jf. Bonnans et R. Cominetti, PERTURBED OPTIMIZATION IN BANACH-SPACES .1. A GENERAL-THEORY BASED ONA WEAK DIRECTIONAL CONSTRAINT QUALIFICATION, SIAM journal on control and optimization, 34(4), 1996, pp. 1151-1171
Using a directional form of constraint qualification weaker than Robin
son's, we derive an implicit function theorem for inclusions and use i
t for first- and second-order sensitivity analyses of the value functi
on in perturbed constrained optimization. We obtain Holder and Lipschi
tz properties and, under a,to-gap condition, first-order expansions fo
r exact and approximate solutions. As an application, differentiabilit
y properties of metric projections in Hilbert spaces are obtained, usi
ng a condition generalizing polyhedricity. We also present in the appe
ndix a short proof of a generalization of the convex duality theorem i
n Banach spaces.