Math 2.0

Sequences, series, summability Proof

Proof that uniform limits commute with integration

Builds on Uniform convergenceRiemann integrable functionRiemann integralRiemann sumPartition of an intervalMesh of a partitionUpper and lower Darboux sumsSupremumInfimumRiemann's criterion for integrabilityLinearity of the integralIntegral of a powerTriangle inequality for integralsMonotonicity of the integral

Proof

We prove integrability of ff with Riemann's criterion, and then estimate the difference of the integrals.

Step A: integrable functions and ff are bounded.

  1. Let a<ba < b, let each fn ⁣:[a,b]→ℝf_n \colon [a, b] \to \R be Riemann integrable, and let fn→ff_n \to f uniformly on [a,b][a, b].
  2. First let g ⁣:[a,b]→ℝg \colon [a, b] \to \R be any Riemann integrable function with integral II. Take ε=1\varepsilon = 1 in the definition, and let δ>0\delta > 0 be the corresponding number.
  3. Fix a partition P=(x0,…,xm)P = (x_0, \dots, x_m) of [a,b][a, b] into equal pieces, with mesh less than δ\delta.
  4. Suppose that gg is unbounded on [a,b][a, b]. Then gg is unbounded on some piece [xj−1,xj][x_{j-1}, x_j], since a finite union of bounded sets is bounded.
  5. Fix tags ti∈[xi−1,xi]t_i \in [x_{i-1}, x_i] for i≠ji \ne j, and let A=∑i≠jg(ti)(xi−xi−1)A = \sum_{i \ne j} g(t_i)(x_i - x_{i-1}). For each t∈[xj−1,xj]t \in [x_{j-1}, x_j], the Riemann sum with tag tt on the jj-th piece is A+g(t)(xj−xj−1)A + g(t)(x_j - x_{j-1}).
  6. By step 2, this sum lies within 11 of II. So ∣g(t)∣≤∣I∣+1+∣A∣xj−xj−1|g(t)| \le \frac{|I| + 1 + |A|}{x_j - x_{j-1}} for all t∈[xj−1,xj]t \in [x_{j-1}, x_j]. This contradicts step 4, so gg is bounded.
  7. By uniform convergence, there is N1N_1 with ∣fN1(x)−f(x)∣<1|f_{N_1}(x) - f(x)| < 1 for all x∈[a,b]x \in [a, b]. By step 6, there is KK with ∣fN1∣≤K|f_{N_1}| \le K. So ∣f∣≤K+1|f| \le K + 1, and ff is bounded.

Step B: ff is integrable.

  1. Let ε>0\varepsilon > 0, and put η=ε4(b−a)\eta = \frac{\varepsilon}{4(b - a)}. By uniform convergence, there is NN with ∣fn(x)−f(x)∣<η|f_n(x) - f(x)| < \eta for all n≥Nn \ge N and all x∈[a,b]x \in [a, b].
  2. The function fNf_N is integrable and bounded. By Riemann's criterion, there is a partition P=(x0,…,xm)P = (x_0, \dots, x_m) with U(fN,P)−L(fN,P)<ε2U(f_N, P) - L(f_N, P) < \frac{\varepsilon}{2}. Here UU and LL are the upper and lower Darboux sums.
  3. Fix ii, and let J=[xi−1,xi]J = [x_{i-1}, x_i]. For x∈Jx \in J, step 8 gives f(x)<fN(x)+η≤sup⁡fN(J)+ηf(x) < f_N(x) + \eta \le \sup f_N(J) + \eta. So sup⁡f(J)≤sup⁡fN(J)+η\sup f(J) \le \sup f_N(J) + \eta, by the definition of the supremum.
  4. In the same way, f(x)>fN(x)−η≥inf⁡fN(J)−ηf(x) > f_N(x) - \eta \ge \inf f_N(J) - \eta for x∈Jx \in J. So inf⁡f(J)≥inf⁡fN(J)−η\inf f(J) \ge \inf f_N(J) - \eta, by the definition of the infimum.
  5. Multiply steps 10 and 11 by xi−xi−1x_i - x_{i-1} and sum over ii. Since the lengths add up to b−ab - a, U(f,P)−L(f,P)≤U(fN,P)−L(fN,P)+2η(b−a)<ε2+ε2=ε.U(f, P) - L(f, P) \le U(f_N, P) - L(f_N, P) + 2 \eta (b - a) < \frac{\varepsilon}{2} + \frac{\varepsilon}{2} = \varepsilon.
  6. Since ε>0\varepsilon > 0 was arbitrary and ff is bounded by step 7, Riemann's criterion shows that ff is Riemann integrable on [a,b][a, b].

Step C: the integrals converge.

  1. Let ε>0\varepsilon > 0, put η=ε2(b−a)\eta = \frac{\varepsilon}{2(b - a)}, and let NN be as in step 8 for this η\eta. Fix n≥Nn \ge N.
  2. By step 13 and linearity of the integral, fn−ff_n - f is integrable, and ∫abfn−∫abf=∫ab(fn−f)\int_a^b f_n - \int_a^b f = \int_a^b (f_n - f).
  3. By the triangle inequality for integrals, ∣fn−f∣|f_n - f| is integrable and ∣∫ab(fn−f)∣≤∫ab∣fn−f∣\big| \int_a^b (f_n - f) \big| \le \int_a^b |f_n - f|.
  4. The constant function η\eta has integral η(b−a)\eta (b - a), by the integral of a power with exponent 00 and linearity. Since ∣fn−f∣≤η|f_n - f| \le \eta, monotonicity of the integral gives ∫ab∣fn−f∣≤η(b−a)=ε2\int_a^b |f_n - f| \le \eta (b - a) = \frac{\varepsilon}{2}.
  5. By steps 15 to 17, ∣∫abfn−∫abf∣≤ε2<ε\big| \int_a^b f_n - \int_a^b f \big| \le \frac{\varepsilon}{2} < \varepsilon for all n≥Nn \ge N.
  6. So lim⁡n→∞∫abfn(x) dx=∫abf(x) dx\lim_{n \to \infty} \int_a^b f_n(x) \, dx = \int_a^b f(x) \, dx, where the right side is the Riemann integral of ff.

Idea

Uniform convergence traps the graph of ff in a thin band of width 2η2\eta around the graph of fNf_N. The upper and lower sums of ff can then differ by at most 2η(b−a)2\eta(b - a) more than those of fNf_N. The same band bounds the difference of the integrals by η(b−a)\eta(b - a).

Reading path

To understand this page from the ground up, read these 179 pages in order. The foundations come first. The path takes the proofs Proof that Darboux and Riemann integrals agree, Proof of the limit of a sum of sequences, Proof of Rolle's theorem, Proof of the approximation property of the supremum, Proof that every sequence has a monotone subsequence, by peaks, Proof of the commutativity of addition by induction, Proof of the integral of a power, Proof of the epsilon-delta form of continuity, Proof of the power rule by induction, Proof that there is a natural number n with 1/n below any positive epsilon, Proof of the reverse triangle inequality, Proof that continuous functions on a closed bounded interval are uniformly continuous, Proof that the reals form an ordered field, with the Cauchy sequence construction, Proof of the double negation law by a truth table, Proof of the extreme value theorem by the Bolzano–Weierstrass theorem, Proof of the uniqueness of limits, Proof of strong induction from ordinary induction, 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 linearity of differentiation, Proof of Riemann's criterion for integrability, 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 of Fermat's theorem on stationary points, Proof that limits preserve non-strict inequalities, Proof of the linearity of the integral, Proof of the second fundamental theorem of calculus, Proof that differentiable functions are continuous, Proof of the epsilon-delta form of the limit of a function, Proof of the well-ordering principle from strong induction, Proof of the Bolzano–Weierstrass theorem by a monotone subsequence, Proof of the triangle inequality for integrals, Proof of the Archimedean property in an Archimedean ordered field, Proof that a decreasing sequence bounded below converges, Proof that the reals are Archimedean from the completeness axiom, Proof that convergent sequences are bounded, Proof of the product rule, Proof of the monotone convergence theorem for sequences, Proof that continuity is equivalent to sequential continuity, Proof of the monotonicity of the integral, Proof of the boundedness theorem by Bolzano–Weierstrass, Proof of the mean value theorem from Rolle's theorem, Proof that continuous functions are Riemann integrable, Proof of the constant multiple rule.

  1. Construction of the reals from Cauchy sequences concept
  2. Definition by recursion concept
  3. Element definition
  4. Integers object
  5. Limit point of a set definition
  6. Local maximum definition
  7. Mathematical induction concept
  8. Natural numbers object
  9. Ordered field definition
  10. Partition of an interval definition
  11. Peano axioms concept
  12. Proposition concept
  13. Rational numbers object
  14. Real numbers object
  15. Sequence definition
  16. Set bounded above definition
  17. Set definition
  18. Ring of integers statement
  19. Limit of a function definition
  20. Local minimum definition
  21. Archimedean ordered field definition
  22. Successor function definition
  23. Mesh of a partition definition
  24. Refinement of a partition definition
  25. Riemann sum definition
  26. Conjunction definition
  27. Disjunction definition
  28. Implication definition
  29. Negation definition
  30. Predicate definition
  31. The reals form a field statement
  32. Real sequence definition
  33. Subsequence definition
  34. Infimum definition
  35. Supremum definition
  36. Ordered pair definition
  37. Continuity at a point definition
  38. Derivative definition
  39. Addition of natural numbers definition
  40. Proof of the Archimedean property in an Archimedean ordered field proof
  41. The rationals form a field statement
  42. Riemann integrable function definition
  43. The successor function is injective statement
  44. Zero is not a successor statement
  45. Biconditional definition
  46. Truth table concept
  47. Modus ponens concept
  48. Universal quantifier definition
  49. Bounded sequence definition
  50. Limit of a sequence definition
  51. Monotone sequence definition
  52. Series definition
  53. Completeness axiom statement
  54. Cartesian product definition
  55. Continuous function definition
  56. Differentiable function definition
  57. Archimedean property statement
  58. Proof of the commutativity of addition by induction proof
  59. Order on the natural numbers definition
  60. Riemann integral definition
  61. Subset definition
  62. The rationals form an ordered field statement
  63. Propositional logic concept
  64. Mathematical proof concept
  65. Upper and lower Darboux sums definition
  66. Convergent sequence definition
  67. Pointwise convergence definition
  68. Sequential continuity definition
  69. Partial sum definition
  70. Binary relation definition
  71. Order on the reals definition
  72. Commutativity of addition statement
  73. Proof of strong induction from ordinary induction proof
  74. Definite integral definition
  75. Tautology definition
  76. Upper and lower Darboux integrals definition
  77. Uniform convergence definition
  78. Convergent series definition
  79. Antisymmetric relation definition
  80. Reflexive relation definition
  81. Transitive relation definition
  82. Interval definition
  83. Strong induction statement
  84. Logical equivalence definition
  85. Absolute convergence definition
  86. Preorder definition
  87. Proof of the epsilon-delta form of continuity proof
  88. Proof of the epsilon-delta form of the limit of a function proof
  89. Proof of the well-ordering principle from strong induction proof
  90. Proof of the double negation law by a truth table proof
  91. Partial order definition
  92. Epsilon-delta definition of continuity statement
  93. Epsilon-delta definition of a limit statement
  94. Well-ordering principle statement
  95. Double negation law statement
  96. Total order definition
  97. Uniform continuity definition
  98. Proof by contradiction concept
  99. Proof that every sequence has a monotone subsequence, by peaks proof
  100. Uniform continuity on a set definition
  101. Proof that the reals form an ordered field, with the Cauchy sequence construction proof
  102. Every sequence has a monotone subsequence statement
  103. The reals form an ordered field statement
  104. Absolute value definition
  105. Proof of the approximation property of the supremum proof
  106. Proof of the triangle inequality for real numbers proof
  107. Proof that the absolute value is multiplicative proof
  108. Proof of the epsilon-N definition of the limit of a sequence proof
  109. Approximation property of the supremum statement
  110. Triangle inequality statement
  111. Absolute value is multiplicative statement
  112. Epsilon-N definition of the limit of a sequence statement
  113. Proof that the reals are Archimedean from the completeness axiom proof
  114. Proof of the reverse triangle inequality proof
  115. Proof of the limit of a sum of sequences proof
  116. Proof of the squeeze theorem for sequences proof
  117. Proof of the uniqueness of limits proof
  118. Proof that differentiable functions are continuous proof
  119. Proof that limits preserve non-strict inequalities proof
  120. Proof of the linearity of the integral proof
  121. The reals are Archimedean statement
  122. Proof that convergent sequences are bounded proof
  123. Proof of the monotone convergence theorem for sequences proof
  124. Reverse triangle inequality statement
  125. Differentiable functions are continuous statement
  126. Proof that there is a natural number n with 1/n below any positive epsilon proof
  127. Limit of a sum of sequences statement
  128. Linearity of the integral statement
  129. Uniqueness of limits statement
  130. Proof of the monotonicity of the integral proof
  131. Limits preserve non-strict inequalities statement
  132. Squeeze theorem statement
  133. Convergent sequences are bounded statement
  134. Proof that Darboux and Riemann integrals agree proof
  135. Monotone convergence theorem for sequences statement
  136. Proof of the limit of a product of sequences proof
  137. There is a natural number n with 1/n below any positive epsilon statement
  138. Monotonicity of the integral statement
  139. Darboux and Riemann integrals agree statement
  140. Proof that a decreasing sequence bounded below converges proof
  141. Proof of the sequential characterization of limits proof
  142. Proof that continuity is equivalent to sequential continuity proof
  143. Decreasing sequence bounded below converges statement
  144. Limit of a product of sequences statement
  145. Proof of Riemann's criterion for integrability proof
  146. Continuity is equivalent to sequential continuity statement
  147. Sequential characterization of limits statement
  148. Riemann's criterion for integrability statement
  149. Proof of the Bolzano–Weierstrass theorem by a monotone subsequence proof
  150. Proof of the product rule proof
  151. Proof of the linearity of differentiation proof
  152. Proof of the triangle inequality for integrals proof
  153. Bolzano–Weierstrass theorem statement
  154. Product rule statement
  155. Linearity of differentiation statement
  156. Triangle inequality for integrals statement
  157. Proof that continuous functions on a closed bounded interval are uniformly continuous proof
  158. Proof of the boundedness theorem by Bolzano–Weierstrass proof
  159. Proof of the constant multiple rule proof
  160. Proof of the power rule by induction proof
  161. Continuous functions on a closed bounded interval are uniformly continuous statement
  162. Boundedness theorem statement
  163. Constant multiple rule statement
  164. Power rule statement
  165. Proof of the extreme value theorem by the Bolzano–Weierstrass theorem proof
  166. Extreme value theorem statement
  167. Proof of Fermat's theorem on stationary points proof
  168. Fermat's theorem on stationary points statement
  169. Proof that continuous functions are Riemann integrable proof
  170. Continuous functions are Riemann integrable statement
  171. Proof of Rolle's theorem proof
  172. Rolle's theorem statement
  173. Proof of the mean value theorem from Rolle's theorem proof
  174. Mean value theorem statement
  175. Proof of the second fundamental theorem of calculus proof
  176. Second fundamental theorem of calculus statement
  177. Proof of the integral of a power proof
  178. Integral of a power statement
  179. Proof that uniform limits commute with integration proof

Where this leads

3 pages build on this one.

Further reading

  1. Web https://www.jirka.org/ra/html/sec_liminter.html, Theorem 6.2.4
About this page
TagBJAWQR1Z3T
URIm2://BJAWQR1Z3T
Kindproof
WritingW0 stub
MSC40A30, 26A42
ProvesUniform limits commute with integration
UsesUniform convergence, Riemann integrable function, Riemann integral, Riemann sum, Partition of an interval, Mesh of a partition, Upper and lower Darboux sums, Supremum, Infimum, Riemann's criterion for integrability, Linearity of the integral, Integral of a power, Triangle inequality for integrals, Monotonicity of the integral
Changed4 November 2026

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