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Question 11.37

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TZ
leumasicOfficial

2 months ago

a) If ff is Lipschitz of order α>0\alpha>0 at xx, then

f(x)f(y)Cxyα    Cxyαf(x)f(y)Cxyα.|f(x)-f(y)|\le C|x-y|^\alpha \implies -|C||x-y|^\alpha \le f(x)-f(y)\le |C||x-y|^\alpha.

But

limyxCxyα=limyxCxyα=0\lim_{y\to x}-|C||x-y|^\alpha = \lim_{y\to x}|C||x-y|^\alpha = 0

so

limyxf(x)f(y)=0\lim_{y\to x}f(x)-f(y)=0

and therefore ff is continuous at xx.

b) Let ff be Lipschitz of order α>0\alpha>0 on the interval AA. Pick any ε>0\varepsilon>0. Let

δ=εCα.\delta=\sqrt[\alpha]{\frac{\varepsilon}{C}}.

Then, for any x,yAx,y\in A we have

xy<δ=εCα    f(x)f(y)Cxyα<ε.|x-y|<\delta=\sqrt[\alpha]{\frac{\varepsilon}{C}} \implies |f(x)-f(y)|\le C|x-y|^\alpha<\varepsilon.

c) Let ff be differentiable at xx. Then for any ε>0\varepsilon>0 there exists δ>0\delta>0 such that

y, 0<yx<δ    f(y)f(x)yxf(x)<ε.\forall y,\ 0<|y-x|<\delta \implies \left|\frac{f(y)-f(x)}{y-x}-f'(x)\right|<\varepsilon.

Hence,

f(y)f(x)yxf(x)f(y)f(x)yxf(x)<ε    f(y)f(x)yx<ε+f(x)    f(y)f(x)<(ε+f(x))yx.\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*}

Hence ff is Lipschitz of order 11 at xx with C=ε+f(x)C=\varepsilon+|f'(x)|. The converse is not necessarily true if we take f(x)=xf(x)=|x| and consider x=0x=0. Clearly ff is Lipschitz of order 11 at x=0x=0 since

y,0y=yy=0y,\forall y,\quad |0|-|y|=|y|\le |y|=|0-y|,

where implicitly C=1C=1. However, we know that ff is not differentiable at x=0x=0 because

limx0f(x)=11=limx0+f(x).\lim_{x\to 0^-}f'(x)=-1\ne 1=\lim_{x\to 0^+}f'(x).

d) Not necessarily. Consider

f(x)=x3/2sin(1x)f(x)=x^{3/2}\sin\left(\frac{1}{x}\right)

on the interval [0,1][0,1] with f(0)=0f(0)=0. Notice that for x(0,1]x\in(0,1],

f(x)=32x1/2sin(1x)x1/2cos(1x)f'(x)=\frac{3}{2}x^{1/2}\sin\left(\frac{1}{x}\right)-x^{-1/2}\cos\left(\frac{1}{x}\right)

and

f(0)=limh0f(h)f(0)h=limh0h3/2sin(1/h)h=limh0h1/2sin(1h)=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.

Hence, ff is differentiable on [0,1][0,1]. However, ff' is unbounded. For contradiction, suppose now that ff is Lipschitz of order 11 on [0,1][0,1]. This means that there is a constant CC such that

f(x)f(y)Cxy    f(x)f(y)xyC|f(x)-f(y)|\le C|x-y| \implies \left|\frac{f(x)-f(y)}{x-y}\right|\le C

for all x,y[0,1]x,y\in[0,1]. But then,

Climxyf(x)f(y)xyC,-C\le \lim_{x\to y}\frac{f(x)-f(y)}{x-y}\le C,

and this contradicts the boundedness of ff'.

e) This is identical to exercise 36 except that there is a constant CC in the inequality.

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Q 11.37

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Q 11.37