Math Practice Problems: Proving Non-Differentiability of Functions, Assignments of Mathematics

Math practice problems and their solutions from math 425/575, focusing on proving the non-differentiability of certain functions at specific points. The problems involve calculating directional derivatives and total derivatives to reach contradictions, demonstrating the discontinuity of partial derivatives, and applying the product rule.

Typology: Assignments

Pre 2010

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Math 425/575 SELECTED PRACTICE PROBLEMS WITH SOLUTIONS Winter
2007
11. Let f(x, y) = x3/(x2+y2) for (x, y)6= (0,0) and f(0,0) = 0. Prove that fis not
differentiable at (0,0).
Solution. Suppose that fis differentiable at 0. (Note that the function is continuous, so we
cannot get a contradiction this way.) It it is easy to see that D1f(0) = 1 and D2f(0) = 0; thus
the total derivative would have to be f0(0)(x, y) = (1,0)·(x, y ) = x. Now there are several ways
to proceed and get a contradiction. For example, compute the directional derivative f0(0,u)
for u= (1, a):
f0(0,u) = lim
h0
f(h, ah)
h= lim
h0
h3
(h2+a2h2)h=1
1 + a2.
On the other hand, f0(0,u) = f(0)·u= (1,0) ·(1, a) = 1 which is a contradiction when
a6= 1.
12. Consider a function fon R2such that f(0,0) = 0 and
f(x, y) = x2y6
(x2+y4)2,for (x, y)6= (0,0).
(a) Prove that fis differentiable at every point.
(b) Prove that fis not continuously differentiable.
(a) Clearly, fis continuously differentiable everywhere, except possibly at the origin. It is
easy to see that the partial derivatives at 0= (0,0) are equal to zero, hence f0(0) = 0, if it
exists. By the definition of total derivative, all we need to check is that
f(x, y)/k(x, y)k 0 as (x, y )0.
We have f(x, y)
k(x, y)k=x2y6
(x4+ 2x2y4+y8)x2+y2)(1/2) y2
y2= (1/2)|y| 0,
as (x, y)0, q.e.d.
Another solution (sketch): prove that D2fis continuous at 0and apply Theorem 12.11.
(b)
D1f(x, y) = 2xy6
(x2+y4)22x2y6·2x
(x2+y4)3, D1f(ay2, y) = 2a
(a2+ 1)24a3
(a2+ 1)3=2a(1 a2)
(a2+ 1)3,
which is a constant, not equal to zero for a6= 1. Thus, D1fis discontinuous at 0(in view of
D1f(0) = 0).
13. Let abe a fixed vector in Rn. Consider the function F:RnRngiven by
F(x) = (a·x)x.
Compute the total derivative F0(x) (it should be expressed as a linear function).
pf2

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Math 425/575 SELECTED PRACTICE PROBLEMS WITH SOLUTIONS Winter 2007

  1. Let f (x, y) = x^3 /(x^2 + y^2 ) for (x, y) 6 = (0, 0) and f (0, 0) = 0. Prove that f is not differentiable at (0, 0).

Solution. Suppose that f is differentiable at 0. (Note that the function is continuous, so we cannot get a contradiction this way.) It it is easy to see that D 1 f ( 0 ) = 1 and D 2 f ( 0 ) = 0; thus the total derivative would have to be f ′( 0 )(x, y) = (1, 0)·(x, y) = x. Now there are several ways to proceed and get a contradiction. For example, compute the directional derivative f ′( 0 , u) for u = (1, a):

f ′( 0 , u) = lim h→ 0

f (h, ah) h

= lim h→ 0

h^3 (h^2 + a^2 h^2 )h

1 + a^2

On the other hand, f ′( 0 , u) = ∇f ( 0 ) · u = (1, 0) · (1, a) = 1 which is a contradiction when a 6 = 1.

  1. Consider a function f on R^2 such that f (0, 0) = 0 and

f (x, y) =

x^2 y^6 (x^2 + y^4 )^2

, for (x, y) 6 = (0, 0).

(a) Prove that f is differentiable at every point. (b) Prove that f is not continuously differentiable.

(a) Clearly, f is continuously differentiable everywhere, except possibly at the origin. It is easy to see that the partial derivatives at 0 = (0, 0) are equal to zero, hence f ′( 0 ) = 0 , if it exists. By the definition of total derivative, all we need to check is that

f (x, y)/‖(x, y)‖ → 0 as (x, y) → 0.

We have f (x, y) ‖(x, y)‖

x^2 y^6 (x^4 + 2x^2 y^4 + y^8 )

x^2 + y^2 )

y^2 √ y^2

= (1/2)|y| → 0 ,

as (x, y) → 0 , q.e.d.

Another solution (sketch): prove that D 2 f is continuous at 0 and apply Theorem 12.11. (b)

D 1 f (x, y) =

2 xy^6 (x^2 + y^4 )^2

2 x^2 y^6 · 2 x (x^2 + y^4 )^3

, D 1 f (ay^2 , y) =

2 a (a^2 + 1)^2

4 a^3 (a^2 + 1)^3

2 a(1 − a^2 ) (a^2 + 1)^3

which is a constant, not equal to zero for a 6 = 1. Thus, D 1 f is discontinuous at 0 (in view of D 1 f ( 0 ) = 0).

  1. Let a be a fixed vector in Rn. Consider the function F : Rn^ → Rn^ given by

F (x) = (a · x) x.

Compute the total derivative F ′(x) (it should be expressed as a linear function).

Answer: Using the product rule and the fact that a linear function has total derivative equal to itself, we obtain F ′(x)(u) = (a · u) x + (a · x) u.

  1. Let A and B be two given n×n matrices. Consider f : Rn^ → R defined by f (x) = Ax·Bx. Compute the total derivative f ′(x) and the directional derivative f ′(x, u) for an arbitrary u ∈ Rn.

Answer. f ′(x)(u) = f ′(x, u) = Au · Bx + Ax · Bu.