Math 2.0

Real functions Proof

Proof of the chain rule with an auxiliary difference quotient

Builds on DerivativeDifferentiable functionEpsilon-delta definition of a limitEpsilon-delta definition of continuityDifferentiable functions are continuousComposition of continuous functions is continuousLimit point of a setSequential characterization of limitsEpsilon-N definition of the limit of a sequenceLimit of a product of sequences

Proof

We replace the difference quotient of gg by a function QQ that is also defined where the denominator vanishes.

  1. Put b=f(a)b = f(a), so b∈Jb \in J. Define Q ⁣:J→ℝQ \colon J \to \R by Q(y)=g(y)−g(b)y−bQ(y) = \frac{g(y) - g(b)}{y - b} for y≠by \ne b, and Q(b)=g′(b)Q(b) = g'(b).
  2. For every y∈Jy \in J, we have g(y)−g(b)=Q(y)(y−b)g(y) - g(b) = Q(y) (y - b). For y≠by \ne b this is the definition of QQ. For y=by = b both sides are 00.
  3. Claim: QQ is continuous at bb. Let ε>0\varepsilon > 0. By the definition of the derivative and the epsilon-delta form of limits, there is δ>0\delta > 0 with this property.
  4. For k≠0k \ne 0 with ∣k∣<δ\abs{k} < \delta and b+k∈Jb + k \in J, we have ∣g(b+k)−g(b)k−g′(b)∣<ε\abs{\frac{g(b + k) - g(b)}{k} - g'(b)} < \varepsilon.
  5. Let y∈Jy \in J with ∣y−b∣<δ\abs{y - b} < \delta. If y≠by \ne b, step 4 with k=y−bk = y - b gives ∣Q(y)−Q(b)∣<ε\abs{Q(y) - Q(b)} < \varepsilon. If y=by = b, the difference is 00.
  6. By the epsilon-delta form of continuity, QQ is continuous at bb, which proves the claim.
  7. Since ff is differentiable at aa, it is continuous at aa by differentiable functions are continuous. Also f(I)⊆Jf(I) \subseteq J. By composition of continuous functions, Q∘f ⁣:I→ℝQ \circ f \colon I \to \R is continuous at aa.
  8. Let H={h≠0:a+h∈I}H = \set{h \ne 0 : a + h \in I}. As II is an open interval containing aa, 00 is a limit point of HH.
  9. For h∈Hh \in H, step 2 with y=f(a+h)y = f(a + h) and division by hh give g(f(a+h))−g(f(a))h=Q(f(a+h))⋅f(a+h)−f(a)h.\frac{g(f(a + h)) - g(f(a))}{h} = Q(f(a + h)) \cdot \frac{f(a + h) - f(a)}{h}.
  10. Let (hn)(h_n) be a sequence in HH with hn→0h_n \to 0. By the sequential characterization of limits, f(a+hn)−f(a)hn→f′(a)\frac{f(a + h_n) - f(a)}{h_n} \to f'(a).
  11. Claim: Q(f(a+hn))→Q(f(a))=g′(b)Q(f(a + h_n)) \to Q(f(a)) = g'(b). Let ε>0\varepsilon > 0, and take δ>0\delta > 0 from the continuity of Q∘fQ \circ f at aa (step 7).
  12. By the epsilon-N form, ∣hn∣<δ\abs{h_n} < \delta for all large nn. For those nn, ∣Q(f(a+hn))−g′(b)∣<ε\abs{Q(f(a + h_n)) - g'(b)} < \varepsilon. This proves the claim.
  13. By the limit of a product of sequences and step 9, the difference quotient of g∘fg \circ f at hnh_n tends to g′(b)f′(a)g'(b) f'(a).
  14. This holds for every such sequence. By the sequential characterization, the difference quotient of g∘fg \circ f at aa tends to g′(f(a))f′(a)g'(f(a)) f'(a).
  15. So g∘fg \circ f is differentiable at aa, and (g∘f)′(a)=g′(f(a)) f′(a)(g \circ f)'(a) = g'(f(a)) \, f'(a).

Idea

The naive proof divides by f(a+h)−f(a)f(a + h) - f(a), which may be zero. The function QQ is the difference quotient of gg at f(a)f(a), patched with the value g′(f(a))g'(f(a)) where the quotient is undefined. The identity g(y)−g(b)=Q(y)(y−b)g(y) - g(b) = Q(y)(y - b) then holds everywhere, and continuity of QQ finishes the argument.

Reading path

To understand this page from the ground up, read these 72 pages in order. The foundations come first. The path takes the proofs Proof of the approximation property of the supremum, Proof of the epsilon-delta form of continuity, Proof that there is a natural number n with 1/n below any positive epsilon, Proof that the reals form an ordered field, with the Cauchy sequence construction, Proof of the limit of a product of sequences, Proof that the absolute value is multiplicative, Proof of the sequential characterization of limits, Proof of the triangle inequality for real numbers, Proof of the epsilon-N definition of the limit of a sequence, Proof that differentiable functions are continuous, Proof of the epsilon-delta form of the limit of a function, Proof that a composition of continuous functions is continuous, Proof that the reals are Archimedean from the completeness axiom, Proof that convergent sequences are bounded.

  1. Construction of the reals from Cauchy sequences concept
  2. Element definition
  3. Integers object
  4. Limit point of a set definition
  5. Ordered field definition
  6. Proposition concept
  7. Rational numbers object
  8. Real numbers object
  9. Sequence definition
  10. Set bounded above definition
  11. Set definition
  12. Ring of integers statement
  13. Limit of a function definition
  14. Archimedean ordered field definition
  15. Implication definition
  16. Predicate definition
  17. The reals form a field statement
  18. Real sequence definition
  19. Supremum definition
  20. Ordered pair definition
  21. Continuity at a point definition
  22. Derivative definition
  23. The rationals form a field statement
  24. Universal quantifier definition
  25. Bounded sequence definition
  26. Limit of a sequence definition
  27. Completeness axiom statement
  28. Cartesian product definition
  29. Continuous function definition
  30. Differentiable function definition
  31. Subset definition
  32. The rationals form an ordered field statement
  33. Convergent sequence definition
  34. Proof that a composition of continuous functions is continuous proof
  35. Binary relation definition
  36. Order on the reals definition
  37. Antisymmetric relation definition
  38. Reflexive relation definition
  39. Transitive relation definition
  40. Interval definition
  41. Preorder definition
  42. Proof of the epsilon-delta form of continuity proof
  43. Proof of the epsilon-delta form of the limit of a function proof
  44. Partial order definition
  45. Epsilon-delta definition of continuity statement
  46. Epsilon-delta definition of a limit statement
  47. Total order definition
  48. Composition of continuous functions is continuous statement
  49. Proof that the reals form an ordered field, with the Cauchy sequence construction proof
  50. The reals form an ordered field statement
  51. Absolute value definition
  52. Proof of the approximation property of the supremum proof
  53. Proof of the triangle inequality for real numbers proof
  54. Proof that the absolute value is multiplicative proof
  55. Proof of the epsilon-N definition of the limit of a sequence proof
  56. Approximation property of the supremum statement
  57. Triangle inequality statement
  58. Absolute value is multiplicative statement
  59. Epsilon-N definition of the limit of a sequence statement
  60. Proof that the reals are Archimedean from the completeness axiom proof
  61. Proof that differentiable functions are continuous proof
  62. Proof that convergent sequences are bounded proof
  63. The reals are Archimedean statement
  64. Differentiable functions are continuous statement
  65. Proof that there is a natural number n with 1/n below any positive epsilon proof
  66. Convergent sequences are bounded statement
  67. Proof of the limit of a product of sequences proof
  68. There is a natural number n with 1/n below any positive epsilon statement
  69. Proof of the sequential characterization of limits proof
  70. Limit of a product of sequences statement
  71. Sequential characterization of limits statement
  72. Proof of the chain rule with an auxiliary difference quotient proof

Where this leads

642 pages build on this one.

Further reading

  1. Web https://en.wikipedia.org/wiki/Chain_rule, First proof
About this page
Tag6ZETVMWH50
URIm2://6ZETVMWH50
Kindproof
WritingW0 stub
MSC26A24
ProvesChain rule
UsesDerivative, Differentiable function, Epsilon-delta definition of a limit, Epsilon-delta definition of continuity, Differentiable functions are continuous, Composition of continuous functions is continuous, Limit point of a set, Sequential characterization of limits, Epsilon-N definition of the limit of a sequence, Limit of a product of sequences
Changed4 November 2026

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