Math 2.0

Special functions Proof

Proof of the product of exponentials by the Cauchy product

Builds on Complex exponentialBinomial theoremCauchy product of absolutely convergent seriesCauchy productModulus is multiplicativeModulus of a complex numberTriangle inequalityLimit of a product of sequencesLimit of a sum of sequencesSqueeze theoremThe complex numbers form a field

Proof

We compare the partial sums of ez+we^{z+w} with products of partial sums, and bound the difference by the same comparison for ∣z∣|z| and ∣w∣|w|.

  1. A sequence (uN)(u_N) of complex numbers converges to uu when ∣uN−u∣→0|u_N - u| \to 0, with ∣⋅∣|\cdot| the modulus. Since ∣Re⁡v∣,∣Im⁡v∣≤∣v∣≤∣Re⁡v∣+∣Im⁡v∣|\operatorname{Re} v|, |\operatorname{Im} v| \le |v| \le |\operatorname{Re} v| + |\operatorname{Im} v|, this means that the real parts and the imaginary parts converge. These inequalities follow by squaring, since ∣v∣2=(Re⁡v)2+(Im⁡v)2|v|^2 = (\operatorname{Re} v)^2 + (\operatorname{Im} v)^2. Limits of complex sequences are unique, because limits of real sequences are.
  2. Fix z,w∈ℂz, w \in \C. For j,k≥0j, k \ge 0 let tjk=zjwkj! k!t_{j k} = \dfrac{z^j w^k}{j! \, k!}. For N≥0N \ge 0 let AN=∑j=0Nzjj!A_N = \sum_{j=0}^{N} \dfrac{z^j}{j!}, BN=∑k=0Nwkk!B_N = \sum_{k=0}^{N} \dfrac{w^k}{k!} and DN=∑n=0N(z+w)nn!D_N = \sum_{n=0}^{N} \dfrac{(z + w)^n}{n!}. By the definition of the complex exponential, AN→ezA_N \to e^z, BN→ewB_N \to e^w and DN→ez+wD_N \to e^{z+w}.
  3. Since ℂ\C is a commutative ring by the complex numbers form a field, the binomial theorem applies. Using (nj)/n!=1/(j!(n−j)!)\binom{n}{j} / n! = 1 / \bigl(j! (n - j)!\bigr), it gives (z+w)nn!=∑j+k=ntjk\dfrac{(z + w)^n}{n!} = \sum_{j + k = n} t_{j k}.
  4. Let TNT_N be the set of pairs (j,k)(j, k) of natural numbers with j+k≤Nj + k \le N, and QNQ_N the set of pairs with j≤Nj \le N and k≤Nk \le N. By step 3, DN=∑(j,k)∈TNtjkD_N = \sum_{(j,k) \in T_N} t_{j k}. By distributivity, ANBN=∑(j,k)∈QNtjkA_N B_N = \sum_{(j,k) \in Q_N} t_{j k}.
  5. Since TN⊆QNT_N \subseteq Q_N, the difference is ΔN=ANBN−DN=∑(j,k)∈QN∖TNtjk\Delta_N = A_N B_N - D_N = \sum_{(j,k) \in Q_N \setminus T_N} t_{j k}.
  6. Let x=∣z∣x = |z| and y=∣w∣y = |w|. Define aNa_N, bNb_N, dNd_N and δN=aNbN−dN\delta_N = a_N b_N - d_N by the same formulas with x,yx, y in place of z,wz, w. By steps 3 to 5 for xx and yy, δN=∑(j,k)∈QN∖TNxjykj! k!\delta_N = \sum_{(j,k) \in Q_N \setminus T_N} \dfrac{x^j y^k}{j! \, k!}.
  7. Since the modulus is multiplicative, ∣tjk∣=xjykj! k!|t_{j k}| = \dfrac{x^j y^k}{j! \, k!}. Also ∣Re⁡tjk∣≤∣tjk∣|\operatorname{Re} t_{j k}| \le |t_{j k}|, since (Re⁡t)2≤(Re⁡t)2+(Im⁡t)2(\operatorname{Re} t)^2 \le (\operatorname{Re} t)^2 + (\operatorname{Im} t)^2.
  8. The real part of a sum is the sum of the real parts. By the triangle inequality for finite sums of reals and step 7, ∣Re⁡ΔN∣≤δN|\operatorname{Re} \Delta_N| \le \delta_N. In the same way, ∣Im⁡ΔN∣≤δN|\operatorname{Im} \Delta_N| \le \delta_N.
  9. The series ∑xj/j!\sum x^j / j! and ∑yk/k!\sum y^k / k! converge to the real numbers exe^x and eye^y. Their terms are nonnegative, so they converge absolutely.
  10. By the limit of a product, aNbN→exeya_N b_N \to e^x e^y.
  11. The Cauchy product of these two series has nnth term ∑j+k=nxjyk/(j! k!)\sum_{j + k = n} x^j y^k / (j! \, k!), so its partial sums are the dNd_N. By the theorem on the Cauchy product of absolutely convergent series, dN→exeyd_N \to e^x e^y.
  12. By steps 10 and 11 and the limit of a sum, δN→0\delta_N \to 0.
  13. By step 8, −δN≤Re⁡ΔN≤δN-\delta_N \le \operatorname{Re} \Delta_N \le \delta_N. The squeeze theorem gives Re⁡ΔN→0\operatorname{Re} \Delta_N \to 0. Likewise Im⁡ΔN→0\operatorname{Im} \Delta_N \to 0, so ΔN→0\Delta_N \to 0.
  14. We have Re⁡(ANBN)=Re⁡ANRe⁡BN−Im⁡ANIm⁡BN\operatorname{Re}(A_N B_N) = \operatorname{Re} A_N \operatorname{Re} B_N - \operatorname{Im} A_N \operatorname{Im} B_N, and a similar formula for the imaginary part. By the limit rules for real products and sums, ANBN→ezewA_N B_N \to e^z e^w.
  15. By steps 13 and 14, DN=ANBN−ΔN→ezewD_N = A_N B_N - \Delta_N \to e^z e^w.
  16. By step 2, also DN→ez+wD_N \to e^{z+w}. Limits are unique, so ez+w=ezewe^{z + w} = e^z e^w.

Idea

Multiplying two partial sums gives all terms zjwk/(j!k!)z^j w^k / (j! k!) in a square, while the binomial theorem shows that ez+we^{z+w} only collects a triangle. The leftover corner is bounded by the same corner for ∣z∣|z| and ∣w∣|w|. For nonnegative reals the corner tends to 00, by the theorem on Cauchy products.

Reading path

To understand this page from the ground up, read these 99 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 that a complex number times its conjugate is the square of its modulus, Proof of the equality of complex numbers, 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 squeeze theorem for sequences, Proof of the existence of square roots of nonnegative reals, Proof of Pascal's rule from the recursive definition, Proof of the triangle inequality for real numbers, Proof of the epsilon-N definition of the limit of a sequence, Proof that the modulus is multiplicative, Proof of the factorial formula for binomial coefficients by induction, Proof that the complex numbers form a field, Proof of the binomial theorem by induction, Proof that convergent sequences are bounded, Proof of the monotone convergence theorem for sequences, Proof that a series of nonnegative terms converges iff its partial sums are bounded, Proof that the Cauchy product of absolutely convergent series converges absolutely to the product.

  1. Binomial coefficient definition
  2. Complex numbers object
  3. Complex numbers as pairs of reals concept
  4. Construction of the reals from Cauchy sequences concept
  5. Element definition
  6. Factorial definition
  7. Group concept
  8. Imaginary unit object
  9. Integers object
  10. Mathematical induction concept
  11. Ordered field definition
  12. Proposition concept
  13. Rational numbers object
  14. Real numbers object
  15. Sequence definition
  16. Set bounded above definition
  17. Proof of Pascal's rule from the recursive definition proof
  18. Complex exponential definition
  19. Real and imaginary parts definition
  20. Set definition
  21. Ring definition
  22. Ring of integers statement
  23. Implication definition
  24. Predicate definition
  25. The reals form a field statement
  26. Real sequence definition
  27. Supremum definition
  28. Pascal's rule statement
  29. Complex conjugate definition
  30. Ordered pair definition
  31. Commutative ring definition
  32. Unit of a ring definition
  33. Universal quantifier definition
  34. The rationals form a field statement
  35. Bounded sequence definition
  36. Limit of a sequence definition
  37. Monotone sequence definition
  38. Series definition
  39. Completeness axiom statement
  40. Proof of the factorial formula for binomial coefficients by induction proof
  41. Cartesian product definition
  42. Proof of the equality of complex numbers proof
  43. Field definition
  44. Subset definition
  45. Convergent sequence definition
  46. The rationals form an ordered field statement
  47. Cauchy product definition
  48. Partial sum definition
  49. Factorial formula for binomial coefficients statement
  50. Equality of complex numbers statement
  51. Binary relation definition
  52. Order on the reals definition
  53. Convergent series definition
  54. Proof of the binomial theorem by induction proof
  55. Antisymmetric relation definition
  56. Reflexive relation definition
  57. Transitive relation definition
  58. Proof that the complex numbers form a field proof
  59. Sum of a series definition
  60. Absolute convergence definition
  61. Binomial theorem statement
  62. Preorder definition
  63. The complex numbers form a field statement
  64. Partial order definition
  65. Total order definition
  66. Proof that the reals form an ordered field, with the Cauchy sequence construction proof
  67. The reals form an ordered field statement
  68. Absolute value definition
  69. Proof of the approximation property of the supremum proof
  70. Proof of the existence of square roots of nonnegative reals proof
  71. Proof of the triangle inequality for real numbers proof
  72. Proof that the absolute value is multiplicative proof
  73. Proof of the epsilon-N definition of the limit of a sequence proof
  74. Existence of square roots of nonnegative reals statement
  75. Approximation property of the supremum statement
  76. Triangle inequality statement
  77. Absolute value is multiplicative statement
  78. Square root definition
  79. Epsilon-N definition of the limit of a sequence statement
  80. Proof of the limit of a sum of sequences proof
  81. Proof of the squeeze theorem for sequences proof
  82. Modulus of a complex number definition
  83. Proof that convergent sequences are bounded proof
  84. Proof of the monotone convergence theorem for sequences proof
  85. Proof that a complex number times its conjugate is the square of its modulus proof
  86. Limit of a sum of sequences statement
  87. Convergent sequences are bounded statement
  88. Squeeze theorem statement
  89. Monotone convergence theorem for sequences statement
  90. A complex number times its conjugate statement
  91. Proof of the limit of a product of sequences proof
  92. Proof that a series of nonnegative terms converges iff its partial sums are bounded proof
  93. Proof that the modulus is multiplicative proof
  94. Limit of a product of sequences statement
  95. A series of nonnegative terms converges iff its partial sums are bounded statement
  96. Modulus is multiplicative statement
  97. Proof that the Cauchy product of absolutely convergent series converges absolutely to the product proof
  98. Cauchy product of absolutely convergent series statement
  99. Proof of the product of exponentials by the Cauchy product proof

Where this leads

163 pages build on this one.

Further reading

  1. Web https://en.wikipedia.org/wiki/Cauchy_product, Examples
About this page
TagNQF3FBQ06S
URIm2://NQF3FBQ06S
Kindproof
WritingW0 stub
MSC33B10
ProvesProduct of exponentials
UsesComplex exponential, Binomial theorem, Cauchy product of absolutely convergent series, Cauchy product, Modulus is multiplicative, Modulus of a complex number, Triangle inequality, Limit of a product of sequences, Limit of a sum of sequences, Squeeze theorem, The complex numbers form a field
Changed4 November 2026

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