Chapter 4: Differentiation - Definitions, Extrema, and Rules - Prof. Hendrik Kuiper, Assignments of Advanced Calculus

This chapter covers various concepts related to differentiation, including definitions of differentiability and derivatives, extrema, and rules such as the chain rule, rolle's theorem, mean value theorem, cauchy mean value theorem, and l'hôpital's rule. The inverse function theorem is also discussed.

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Pre 2010

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Chapter 4.
1. Three equivalent definitions of differentiable and derivative: Let f:DRwith x0an accumulation
of D, and x0D. The following are three are equivalent definitions of differentiable:
(a) The limit
L:= lim
xx0
f(x)f(x0)
xx0
exists.
(b) The limit
L:= lim
t0
f(x0+t)f(x0)
t
exists.
(c) There exists a number Land a function φsuch that limt0φ(t) = 0 and
f(x0+t) = f(x0) + Lt +(t),t {t|t+x0D}
The limit L, if it exists, is called the derivative of fat x0and is denoted by f0(x0). If a function has a
derivative at each xSthen we say the function is differentiable on S. If a function is differentiable
on its domain, we simply say that the function is differentiable.
2. Let f:DR,x0Dsuch that there exist a neighborhood Qof x0where xQDwe have
f(x)( resp. )f(x0), then we say that fhas a relative minimum (resp. relative maximum) at x0.
Note, a relative maximum or a relative minimum can be referred to as a relative extremum.
3. Chain Rule.
4. Rolle’s Theorem.
5. Mean Value Theorem (for derivatives).
6. Cauchy Mean Value Theorem.
7. L’Hˆopital’s Rule.
8. Inverse Function Theorem: Let Dbe an interval and f:DRbe a differentiable function such
that xDwe have f0(x)6= 0. Then fis a one-to-one function from Donto an interval J. Its
inverse function f1:JDexists and is differentiable and for all yJwe have
¡f1¢
0
(y) = 1
f0(x),where y=f(x).

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Chapter 4.

  1. Three equivalent definitions of differentiable and derivative: Let f : D → R with x 0 an accumulation of D, and x 0 ∈ D. The following are three are equivalent definitions of differentiable: (a) The limit L := lim x→x 0 f^ (x x)^ −−^ fx^0 (x^0 ) exists. (b) The limit L := lim t→ 0 f^ (x^0 +^ t) t^ −^ f^ (x^0 ) exists. (c) There exists a number L and a function φ such that limt→ 0 φ(t) = 0 and f (x 0 + t) = f (x 0 ) + Lt + tφ(t), ∀t ∈ {t | t + x 0 ∈ D} The limit L, if it exists, is called the derivative of f at x 0 and is denoted by f ′(x 0 ). If a function has a derivative at each x ∈ S then we say the function is differentiable on S. If a function is differentiable on its domain, we simply say that the function is differentiable.
  2. Let f : D → R, x 0 ∈ D such that there exist a neighborhood Q of x 0 where ∀x ∈ Q ∩ D we have f (x) ≥ ( resp. ≤)f (x 0 ), then we say that f has a relative minimum (resp. relative maximum) at x 0. Note, a relative maximum or a relative minimum can be referred to as a relative extremum.
  3. Chain Rule.
  4. Rolle’s Theorem.
  5. Mean Value Theorem (for derivatives).
  6. Cauchy Mean Value Theorem.
  7. L’Hˆopital’s Rule.
  8. Inverse Function Theorem: Let D be an interval and f : D → R be a differentiable function such that ∀x ∈ D we have f ′(x) 6 = 0. Then f is a one-to-one function from D onto an interval J. Its inverse function f −^1 : J → D exists and is differentiable and for all y ∈ J we have (f − 1 )′ (y) = 1 f ′(x) ,^ where^ y^ =^ f^ (x).