Abstract

Let $C$ be a nonempty closed subset of $\mathbb{R}^n$. For each $x \in C$, the tangent cone $T_C(x)$ in the sense of Clarke consists of all $y \in \mathbb{R}^n$ such that, whenever one has sequences $t_k\downarrow 0$ and $x_k \rightarrow x$ with $x_k \in C$, there exist $y_k \rightarrow y$ with $x_k + t_ky_k \in C$ for all $k$. This is not Clarke’s original definition but it is equivalent to it.

Highlights

  • LET C BE a nonempty closed subset of R”

  • For each x E C, the tangent cone T,(x) in the sense of Clarke consists of all y E R” such that, whenever one has sequences t, 10 and xk --f x with xk E C, there exist yk + y with xk + t,y, E C for all k

  • If C is a “differentiable submanifold” of R”, T’(x) is the classical tangent space, while if C is convex T,(x) is the usual closed tangent cone of convex analysis [7]. Tangent cones in this sense have a natural role in the theory of flow-invariant sets and ordinary differential equations, see Clarke [2] and Clarke-Aubin [3]

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Summary

INTRODUCTION

LET C BE a nonempty closed subset of R”. For each x E C, the tangent cone T,(x) in the sense of Clarke consists of all y E R” such that, whenever one has sequences t, 10 and xk --f x with xk E C, there exist yk + y with xk + t,y, E C for all k. If C is a “differentiable submanifold” of R”, T’(x) is the classical tangent space (as a subspace of R”), while if C is convex T,(x) is the usual closed tangent cone of convex analysis [7] Tangent cones in this sense have a natural role in the theory of flow-invariant sets and ordinary differential equations (and inclusions), see Clarke [2] and Clarke-Aubin [3]. They are fundamental in the study of optimization problems through duality with the normal cones. It is shown that 4$(x) cannot be a nonempty bounded set unless f is Lispchitzian around x (Theorem 4)

CONVEXITY OF THE TANGENT CONE
INTERIORS OF TANGENT CONES
LIPSCHITZIAN PROPERTIES
AN INCLUSION
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