Differentiability

theorem (Mean Value Theorem):

If f:[a,b]R is continuous on a closed interval and differentiable on (a,b), then there exists ξ[a,b] such that f(b)f(a)=f(ξ)(ba).

More generally, if g:[a,b]R is similarly continuous on [a,b] and differentiable on (a,b), then there exists a ξ with (f(b)f(c))g(ξ)=(g(b)g(a))f(ξ). What this means graphically:

figures/2021-11-09_22-20-24.png

theorem (Term by Term Differentiability Theorem):

If {fn} is a sequence of functions where

  • each fn is differentiable,
  • there is some G such that nNfnGN0, and
  • there exists at least one point 1 x0 such that fn(x) converges (pointwise),

then there exists an F such that 2 nNfnFN0F=g.

proposition (Lipschitz $\iff$ differentiable with bounded derivative.):

A function f:(a,b)R is Lipschitz f is differentiable and f is bounded. In this case, |f(x)|C, the Lipschitz constant.

example (Derivatives of bounded functions need not be bounded):

f(x):={x2sin(1x2)x00x=0..

Note that f is differentiable at x=0 since 1h|f(h)f(0)|=|hsin(h2)||h|0, and f(x)=2xsin(1x2)(2x)cos(1x2)χx0. now take the sequence xn:=1/kπ to get f(xn)=2kπ(1)kn.

Footnotes
1.
So this implicitly holds if f is the pointwise limit of fn.
2.
See Abbott theorem 6.4.3, pp 168.