strongly convex
A function is strongly convex on S if there exists an
m
>
0
m>0
m>0 such that
▽
2
f
(
x
)
⪰
m
I
\bigtriangledown^2f(x)\succeq mI
▽2f(x)⪰mI
for all
x
∈
S
x\in S
x∈S.
integration of an increasing function is convex
Let f f f be a real valued differentiable function defined for all x ≥ a x\ge a x≥a. Consider a function F F F defined by F ( x ) = ∫ a x f ( t ) d t F(x)=\int_a^{x} f(t)dt F(x)=∫axf(t)dt. If f f f is increasing on any interval, then on that interval F F F is convex.