442 H. CONVEX FUNCTIONS ON RIEMANNIAN MANIFOLDS
4. Integral curves to gradients of concave functions
In this section we shall discuss integral curves for the generalized gra-
dients of concave functions and their properties. The main result is Shara-
futdinov's Theorem H.59. The proof of this theorem meshes better with
concave functions as opposed to convex functions. Our prior discussion of
convex functions applies to concave functions by changing the sign.
Throughout this section (Mn, g) shall denote a connected complete Rie-
mannian manifold. Let C c M be a closed connected locally convex set
with nonempty interior and boundary. We denote by
(H.30) ~Wo (C)
the collection of locally Lipschitz concave functions f : C -+ IR satisfying
flac = O; i.e., f E ~S)Jo (C) if and only if -f E ~Xo (C), where ~Xo (C) is
given by Definition H.32. For f E ~S)Jo (C) we define the generalized gradient
by
'7 f =';: \J (-f)
(by our convention, without the 'extra' minus sign on the RHS).
By Lemma H.36, we have for p E C,
\Jf(p) = l(Duf)(P)IU
for some u E TpC n s;;-^1 with
(H.31) (Du J) (p) =max { (Dv f) (p) : v E TpC n s;-^1 } =';: (Dmaxf) (p).
From Lemma H.30(i), if f E ~Wo (C) is differentiable at p, then \JJ (p) is
equal to the (standard) gradient off.
For a concave function f E ~S)Jo ( C), we say that a point p E C is a
critical point if (Dma;xf) (p) :::; 0.
4.1. Right tangent vectors.
Extending the definition of tangent vector for a 01 path, we have the
following.
DEFINITION H.40 (Right tangent vector). Let 'Y : [a, b] -+ (Mn, g) be a
continuous path and let s E [a, b). A vector
i'+ (s) E T'Y(s)M
is said to be the right tangent vector to 'Y at s if for every 000 function
h : M -+ IR the right derivative
__!},_ (h 0 'Y) =';: lim h ('Y (s +er)) - h ('Y (s))
ds+ CT-tO+ er
exists and
(H.32) ds+ d (ho 'Y) = 'Y+. (s) (h).