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A strict minimax inequality criterion and some of its consequences (1201.1574v2)

Published 7 Jan 2012 in math.OC

Abstract: In this paper, we point out a very flexible scheme within which a strict minimax inequality occurs. We then show the fruitfulness of this approach presenting a series of various consequences. Here is one of them: Let $Y$ be a finite-dimensional real Hilbert space, $J:Y\to {\bf R}$ a $C1$ function with locally Lipschitzian derivative, and $\varphi:Y\to [0,+\infty[$ a $C1$ convex function with locally Lipschitzian derivative at 0 and $\varphi{-1}(0)={0}$. Then, for each $x_0\in Y$ for wich $J'(x_0)\neq 0$, there exists $\delta>0$ such that, for each $r\in ]0,\delta[$, the restriction of $J$ to $B(x_0,r)$ has a unique global minimum $u_r$ which satisfies $$J(u_r)\leq J(x)-\varphi(x-u_r)$$ for all $x\in B(x_0,r)$, where $B(x_0,r)={x\in Y: |x-x_0|\leq r}\ .$

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