Exercise 5.2.4

Follow these steps to provide a slightly modified proof of the Chain Rule.

(a)
Show that a function h : A → R is differentiable at a ∈ A if and only if there exists a function l : A → R which is continuous at a and satisfies h ( x ) − h ( a ) = l ( x ) ( x − a )  for all  x ∈ A

(b)
Use this criterion for differentiability (in both directions) to prove Theorem 5.2.5.

Answers

(a)
First suppose h is differentiable at a , then we can define l ( x ) = { h ( x ) − h ( a ) x − a x ≠ a h ′ ( a ) x = a

Since lim ⁡ x → a l ( x ) = l ( a ) , l is continuous at a .

Now suppose l : A → R exists and satisfies h ( x ) − h ( a ) = l ( x ) ( x − a ) , dividing by ( x − a ) gives

h ( x ) − h ( a ) x − a = l ( x ) ( x ≠ a )

Taking the limit of both sides as x → a gives h ′ ( a ) = l ( a ) (keep in mind the constraint x ≠ a makes no difference for the limit).

(b)
Let f be differentiable at a and g be differentiable at f ( a ) . we will show g ( f ( x ) ) is differentiable at a with derivative g ′ ( f ( a ) ) f ′ ( a ) .

Multiply the top and bottom by f ( y ) − f ( a ) to get

( g ∘ f ) ′ ( a ) = lim ⁡ y → a g ( f ( y ) ) − g ( f ( a ) ) f ( y ) − f ( a ) ⋅ f ( y ) − f ( a ) y − a

We’re almost done, the right hand side is f ′ ( a ) we just need to evaluate the nested limit on the left. Define l ( y ) = g ( y ) − g ( f ( a ) ) y − f ( a ) and l ( a ) = g ′ ( f ( a ) ) then we have a product of continuous functions so we can use the algebraic limit theorem

lim ⁡ y → a l ( f ( y ) ) ⋅ f ( y ) − f ( a ) y − a = g ′ ( f ( a ) ) ⋅ f ′ ( a )

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2022-01-27 00:00
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