Math 2.0

Real functions Proof

Proof of the general Leibniz rule by induction

Builds on Higher derivativeDerivative functionProduct ruleLinearity of differentiationPascal's ruleBinomial coefficient

Proof

We argue by induction on nn. Let P(n)P(n) say: for all nn times differentiable f,g ⁣:I→ℝf, g \colon I \to \R, the product fgf g is nn times differentiable and the formula holds.

  1. Base case n=0n = 0. By the definition of the higher derivative, (fg)(0)=fg(f g)^{(0)} = f g. The right side is (00)f(0)g(0)=fg\binom{0}{0} f^{(0)} g^{(0)} = f g. So P(0)P(0) holds.
  2. Induction step. Assume P(n)P(n), and let ff and gg be n+1n + 1 times differentiable on II.
  3. By the definition, f(n+1)f^{(n+1)} exists only if f(n)f^{(n)} exists and is differentiable on II. Going down, f(k)f^{(k)} exists for each k≤n+1k \le n + 1.
  4. Also, for each k≤nk \le n, f(k)f^{(k)} is differentiable on II with derivative function f(k+1)f^{(k+1)}. The same holds for gg.
  5. In particular ff and gg are nn times differentiable. By P(n)P(n), fgf g is nn times differentiable and (fg)(n)=∑k=0n(nk)f(k)g(n−k)(f g)^{(n)} = \sum_{k=0}^{n} \binom{n}{k} f^{(k)} g^{(n-k)}.
  6. Fix 0≤k≤n0 \le k \le n. Then k≤nk \le n and n−k≤nn - k \le n, so f(k)f^{(k)} and g(n−k)g^{(n-k)} are differentiable on II by step 4.
  7. By the product rule, f(k)g(n−k)f^{(k)} g^{(n-k)} is differentiable on II with derivative f(k+1)g(n−k)+f(k)g(n+1−k)f^{(k+1)} g^{(n-k)} + f^{(k)} g^{(n+1-k)}.
  8. Apply the linearity of differentiation once for each added term, with the binomial coefficients as constants. So (fg)(n)(f g)^{(n)} is differentiable on II, and (fg)(n+1)(f g)^{(n+1)} exists.
  9. Step 8 also gives (fg)(n+1)=∑k=0n(nk)f(k+1)g(n−k)+∑k=0n(nk)f(k)g(n+1−k)(f g)^{(n+1)} = \sum_{k=0}^{n} \binom{n}{k} f^{(k+1)} g^{(n-k)} + \sum_{k=0}^{n} \binom{n}{k} f^{(k)} g^{(n+1-k)}.
  10. In the first sum put j=k+1j = k + 1. It becomes ∑j=1n+1(nj−1)f(j)g(n+1−j)\sum_{j=1}^{n+1} \binom{n}{j-1} f^{(j)} g^{(n+1-j)}. In the second sum, rename kk as jj.
  11. The term j=0j = 0 occurs only in the second sum, with coefficient (n0)=1=(n+10)\binom{n}{0} = 1 = \binom{n+1}{0}. The term j=n+1j = n + 1 occurs only in the first, with coefficient (nn)=1=(n+1n+1)\binom{n}{n} = 1 = \binom{n+1}{n+1}.
  12. For 1≤j≤n1 \le j \le n, the coefficient of f(j)g(n+1−j)f^{(j)} g^{(n+1-j)} is (nj−1)+(nj)\binom{n}{j-1} + \binom{n}{j}. By Pascal's rule, this equals (n+1j)\binom{n+1}{j}.
  13. So (fg)(n+1)=∑j=0n+1(n+1j)f(j)g(n+1−j)(f g)^{(n+1)} = \sum_{j=0}^{n+1} \binom{n+1}{j} f^{(j)} g^{(n+1-j)}. This is P(n+1)P(n + 1).
  14. By induction, P(n)P(n) holds for every natural number nn.

Idea

Differentiating each term f(k)g(n−k)f^{(k)} g^{(n-k)} with the product rule moves one derivative onto ff or onto gg. Collecting equal terms adds two neighbouring binomial coefficients. Pascal's rule turns that sum into the next row of coefficients, exactly as in the binomial theorem.

Reading path

To understand this page from the ground up, read these 80 pages in order. The foundations come first. The path takes the proofs Proof of the limit of a sum of sequences, 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 Pascal's rule from the recursive definition, Proof of the linearity of differentiation, 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 the reals are Archimedean from the completeness axiom, Proof that convergent sequences are bounded, Proof of the product rule.

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

Where this leads

1 page builds on this one.

Further reading

  1. Web https://en.wikipedia.org/wiki/General_Leibniz_rule, Proof
About this page
TagRGZ7RWS35C
URIm2://RGZ7RWS35C
Kindproof
WritingW0 stub
MSC26A24
ProvesGeneral Leibniz rule
UsesHigher derivative, Derivative function, Product rule, Linearity of differentiation, Pascal's rule, Binomial coefficient
Changed4 November 2026

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