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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.
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Math 425/575 SELECTED PRACTICE PROBLEMS WITH SOLUTIONS Winter 2007
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.
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).
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.
Answer. f ′(x)(u) = f ′(x, u) = Au · Bx + Ax · Bu.