a) If f f f is Lipschitz of order α > 0 \alpha>0 α > 0 at x x x , then
∣ f ( x ) − f ( y ) ∣ ≤ C ∣ x − y ∣ α ⟹ − ∣ C ∣ ∣ x − y ∣ α ≤ f ( x ) − f ( y ) ≤ ∣ C ∣ ∣ x − y ∣ α . |f(x)-f(y)|\le C|x-y|^\alpha \implies -|C||x-y|^\alpha \le f(x)-f(y)\le |C||x-y|^\alpha. ∣ f ( x ) − f ( y ) ∣ ≤ C ∣ x − y ∣ α ⟹ − ∣ C ∣∣ x − y ∣ α ≤ f ( x ) − f ( y ) ≤ ∣ C ∣∣ x − y ∣ α . But
lim y → x − ∣ C ∣ ∣ x − y ∣ α = lim y → x ∣ C ∣ ∣ x − y ∣ α = 0 \lim_{y\to x}-|C||x-y|^\alpha = \lim_{y\to x}|C||x-y|^\alpha = 0 y → x lim − ∣ C ∣∣ x − y ∣ α = y → x lim ∣ C ∣∣ x − y ∣ α = 0 so
lim y → x f ( x ) − f ( y ) = 0 \lim_{y\to x}f(x)-f(y)=0 y → x lim f ( x ) − f ( y ) = 0 and therefore f f f is continuous at x x x .
b) Let f f f be Lipschitz of order α > 0 \alpha>0 α > 0 on the interval A A A . Pick any ε > 0 \varepsilon>0 ε > 0 . Let
δ = ε C α . \delta=\sqrt[\alpha]{\frac{\varepsilon}{C}}. δ = α C ε . Then, for any x , y ∈ A x,y\in A x , y ∈ A we have
∣ x − y ∣ < δ = ε C α ⟹ ∣ f ( x ) − f ( y ) ∣ ≤ C ∣ x − y ∣ α < ε . |x-y|<\delta=\sqrt[\alpha]{\frac{\varepsilon}{C}}
\implies
|f(x)-f(y)|\le C|x-y|^\alpha<\varepsilon. ∣ x − y ∣ < δ = α C ε ⟹ ∣ f ( x ) − f ( y ) ∣ ≤ C ∣ x − y ∣ α < ε . c) Let f f f be differentiable at x x x . Then for any ε > 0 \varepsilon>0 ε > 0 there exists δ > 0 \delta>0 δ > 0 such that
∀ y , 0 < ∣ y − x ∣ < δ ⟹ ∣ f ( y ) − f ( x ) y − x − f ′ ( x ) ∣ < ε . \forall y,\ 0<|y-x|<\delta \implies
\left|\frac{f(y)-f(x)}{y-x}-f'(x)\right|<\varepsilon. ∀ y , 0 < ∣ y − x ∣ < δ ⟹ y − x f ( y ) − f ( x ) − f ′ ( x ) < ε . Hence,
∣ f ( y ) − f ( x ) y − x ∣ − ∣ f ′ ( x ) ∣ ≤ ∣ f ( y ) − f ( x ) y − x − f ′ ( x ) ∣ < ε ⟹ ∣ f ( y ) − f ( x ) y − x ∣ < ε + ∣ f ′ ( x ) ∣ ⟹ ∣ f ( y ) − f ( x ) ∣ < ( ε + ∣ f ′ ( x ) ∣ ) ∣ y − x ∣ . \begin{align*}
\left|\frac{f(y)-f(x)}{y-x}\right| - |f'(x)|
&\le \left|\frac{f(y)-f(x)}{y-x}-f'(x)\right|<\varepsilon \\
&\implies \left|\frac{f(y)-f(x)}{y-x}\right|<\varepsilon+|f'(x)| \\
&\implies |f(y)-f(x)|<(\varepsilon+|f'(x)|)|y-x|.
\end{align*} y − x f ( y ) − f ( x ) − ∣ f ′ ( x ) ∣ ≤ y − x f ( y ) − f ( x ) − f ′ ( x ) < ε ⟹ y − x f ( y ) − f ( x ) < ε + ∣ f ′ ( x ) ∣ ⟹ ∣ f ( y ) − f ( x ) ∣ < ( ε + ∣ f ′ ( x ) ∣ ) ∣ y − x ∣. Hence f f f is Lipschitz of order 1 1 1 at x x x with C = ε + ∣ f ′ ( x ) ∣ C=\varepsilon+|f'(x)| C = ε + ∣ f ′ ( x ) ∣ . The converse is not necessarily true if we take f ( x ) = ∣ x ∣ f(x)=|x| f ( x ) = ∣ x ∣ and consider x = 0 x=0 x = 0 . Clearly f f f is Lipschitz of order 1 1 1 at x = 0 x=0 x = 0 since
∀ y , ∣ 0 ∣ − ∣ y ∣ = ∣ y ∣ ≤ ∣ y ∣ = ∣ 0 − y ∣ , \forall y,\quad |0|-|y|=|y|\le |y|=|0-y|, ∀ y , ∣0∣ − ∣ y ∣ = ∣ y ∣ ≤ ∣ y ∣ = ∣0 − y ∣ , where implicitly C = 1 C=1 C = 1 . However, we know that f f f is not differentiable at x = 0 x=0 x = 0 because
lim x → 0 − f ′ ( x ) = − 1 ≠ 1 = lim x → 0 + f ′ ( x ) . \lim_{x\to 0^-}f'(x)=-1\ne 1=\lim_{x\to 0^+}f'(x). x → 0 − lim f ′ ( x ) = − 1 = 1 = x → 0 + lim f ′ ( x ) . d) Not necessarily. Consider
f ( x ) = x 3 / 2 sin ( 1 x ) f(x)=x^{3/2}\sin\left(\frac{1}{x}\right) f ( x ) = x 3/2 sin ( x 1 ) on the interval [ 0 , 1 ] [0,1] [ 0 , 1 ] with f ( 0 ) = 0 f(0)=0 f ( 0 ) = 0 . Notice that for x ∈ ( 0 , 1 ] x\in(0,1] x ∈ ( 0 , 1 ] ,
f ′ ( x ) = 3 2 x 1 / 2 sin ( 1 x ) − x − 1 / 2 cos ( 1 x ) f'(x)=\frac{3}{2}x^{1/2}\sin\left(\frac{1}{x}\right)-x^{-1/2}\cos\left(\frac{1}{x}\right) f ′ ( x ) = 2 3 x 1/2 sin ( x 1 ) − x − 1/2 cos ( x 1 ) and
f ′ ( 0 ) = lim h → 0 f ( h ) − f ( 0 ) h = lim h → 0 h 3 / 2 sin ( 1 / h ) h = lim h → 0 h 1 / 2 sin ( 1 h ) = 0. f'(0)=\lim_{h\to 0}\frac{f(h)-f(0)}{h}
=\lim_{h\to 0}\frac{h^{3/2}\sin(1/h)}{h}
=\lim_{h\to 0}h^{1/2}\sin\left(\frac{1}{h}\right)=0. f ′ ( 0 ) = h → 0 lim h f ( h ) − f ( 0 ) = h → 0 lim h h 3/2 sin ( 1/ h ) = h → 0 lim h 1/2 sin ( h 1 ) = 0. Hence, f f f is differentiable on [ 0 , 1 ] [0,1] [ 0 , 1 ] . However, f ′ f' f ′ is unbounded. For contradiction, suppose now that f f f is Lipschitz of order 1 1 1 on [ 0 , 1 ] [0,1] [ 0 , 1 ] . This means that there is a constant C C C such that
∣ f ( x ) − f ( y ) ∣ ≤ C ∣ x − y ∣ ⟹ ∣ f ( x ) − f ( y ) x − y ∣ ≤ C |f(x)-f(y)|\le C|x-y| \implies \left|\frac{f(x)-f(y)}{x-y}\right|\le C ∣ f ( x ) − f ( y ) ∣ ≤ C ∣ x − y ∣ ⟹ x − y f ( x ) − f ( y ) ≤ C for all x , y ∈ [ 0 , 1 ] x,y\in[0,1] x , y ∈ [ 0 , 1 ] . But then,
− C ≤ lim x → y f ( x ) − f ( y ) x − y ≤ C , -C\le \lim_{x\to y}\frac{f(x)-f(y)}{x-y}\le C, − C ≤ x → y lim x − y f ( x ) − f ( y ) ≤ C , and this contradicts the boundedness of f ′ f' f ′ .
e) This is identical to exercise 36 except that there is a constant C C C in the inequality.