Unbounded Continuous Function That is Integrable Lebesgue


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The Lebesgue integral. Theorems. Bounded, dominated, monotone convergence theorems .

ole.gif

Lebesgue integral. Let f(x) be a bounded measurable function defined over a (Lebesgue) measurable set E of finite measure (for intuitive insight view f(x) as the function y = f(x) shown in Fig. 1 defined on the interval [a, b] --- where E corresponds to the interval [a, b]). Choose two real numbers A and B such that the range of y = f(x) lies between A and B [A and B represent lower and upper bounds of f(x)]. Divide the interval of the y axis from A to B up into n subintervals by choosing points y0 = A, y1, y2, .... , yn = B as shown in Fig. 1. Let

ole1.gif

i.e. E i is the subset of E consisting of the set of x ε E for which

ole2.gif

See Fig. 1.

An approximation to the Lebesgue integral of the function f(x) is the Lebesgue integral sum

1)S = y1 · mE1 + y2 · mE2 + .... + yi · mEi + ..... yn · mEn

where mEi is the measure of point set Ei. The Lebesgue integral

ole3.gif

is the limit of the Lebesgue integral sum S when max |yi -1 - yi| → 0 and n → ∞.

Note. In place of 1) the sum

2)S = y0 · mE1 + y1 · mE2 + .... + yi -1 · mEi + ..... yn -1 · mEn

can also be used. Both give the same result.

Theorems on Lebesgue integrals of bounded functions

In the following we assume that all sets are measurable and of finite measure and that f(x) is bounded and measurable and thus Lebesgue integrable.

1. For any constant c

ole4.gif

2. For any constant c

ole5.gif

3. If E has measure zero, then

ole6.gif

4. Mean-value theorem. If A ole7.gif f(x) ole8.gif B, then

ole9.gif

5. If E = E1 E2 where E1 and E2 are disjoint, then

ole10.gif

6. If E = E1 E2 ∪ ... where E1, E2, ..... are mutually disjoint, then

ole11.gif

ole12.gif

8. If f(x) and g(x) are bounded and measurable on E, then f(x)g(x) is Lebesgue integrable on E i.e.

ole13.gif

9. If f(x) ole14.gif g(x) on E, or almost everywhere on E, then

ole15.gif

10. If f(x) is bounded and measurable on E, then |f(x)| is Lebesgue integrable on E. Conversely, if |f(x)| is bounded and measurable on E, then f(x) is Lebesgue integrable on E.

11. If f(x) is bounded and measurable on E, then

ole16.gif

12. If f(x) = g(x) almost everywhere on E, then

ole17.gif

13. If f(x) ole18.gif 0 almost everywhere on E and

ole19.gif

then f(x) = 0 almost everywhere on E.

The Lebesgue integral has one remarkable property that the Riemann integral does not have. It is the property given by the following theorem.

Bounded convergence theorem. Let {fn(x)} be a sequence of measurable functions defined on an interval [a, b] that converges almost everywhere to f(x). If these functions are uniformly bounded i.e. there exists a constant K such that

|fn(x)| < K

for every n and every x in [a, b], then

ole20.gif

Bounded convergence theorem for infinite series. Let u1(x), u2(x), .... be measurable on [a, b] and the partial sums

ole21.gif

be uniformly bounded on E (i.e. there exists a constant K such that |sn(x)| < K for every n and all x ε [a, b] ) and

ole22.gif

Then

ole23.gif

Relationship between Riemann and Lebesgue integrals. If f(x) is Riemann integrable in [a, b], then it is Lebesgue integrable in [a, b] and the two integrals are equal. The converse is, however, not true. If f(x) is Lebesgue integrable in [a, b], it need not be Riemann integrable in [a, b].

Theorem 1. A function is Riemann integrable in [a, b] if and only if the set of discontinuities of f(x) in [a, b] has measure zero i.e. if f(x) is continuous almost everywhere.

Theorem 2. If f(x) is continuous almost everywhere in [a, b], then it is Lebesgue integrable in [a, b].

*********************************************************************

Def. Lebesgue integral for unbounded functions. Let f(x) be an unbounded measurable function defined over a measurable set E of finite measure. Define ole24.gif as follows:

ole25.gif

Then f(x) has the Lebesgue integral

ole26.gif

ole27.gif

provided this limit exists.

For intuitive insight see Fig. 2a and 2b for a function f(x) defined on the interval [0, 10].

If the set E does not have finite measure and

ole28.gif

ole29.gif

approaches a limit as the boundaries of an interval I all increase indefinitely, in any manner, then that limit is defined as

ole30.gif

Theorems on Lebesgue integrals of bounded functions

In the following we assume that all sets and functions are measurable.

1. If f(x) ole31.gif 0, then

ole32.gif

exists if and only if

ole33.gif

is uniformly bounded.

2. If |f(x)| ole34.gif g(x) almost everywhere on E and g(x) is integrable on E, then f(x) is also integrable on E and

ole35.gif

3. A function f(x) is integrable on E if and only if |f(x)| is integrable on E and in such case

ole36.gif

Because of this we say that f(x) is integrable on E if and only if it is absolutely integrable on E.

4. If

ole37.gif

exists, then f(x) is finite almost everywhere in E.

5. If E has measure zero, then

ole38.gif

6. If

ole39.gif

exists and if A is a measurable subset of E, then

ole40.gif

also exists. In such case we have

ole41.gif

7. Let E = E1 ∪ E2 ... where E1, E2, ..... are mutually disjoint. Then if

ole42.gif

exists

ole43.gif

ole44.gif

9. For any constant c

ole45.gif

10. If f(x) is integrable on E and g(x) is bounded, then f(x)g(x) is integrable on E.

11. If f(x) = g(x) almost everywhere on E, then

ole46.gif

12. If f(x) ole47.gif 0 almost everywhere on E and

ole48.gif

then f(x) = 0 almost everywhere on E.

13. If f(x) is integrable on E, then given ε > 0 there exist a δ > 0 and a set A ole49.gif E such that if mA < δ

ole50.gif

14. Let f(x) be integrable in E. If {Ek}is a sequence of sets contained in E such that ole51.gif = 0, then

ole52.gif

Source: Spiegel. Real Variables (Schaum)

Dominated convergence theorem. Let {fn(x)} be a sequence of measurable functions defined on an interval [a, b] that converges almost everywhere to f(x). Then if there exists a function M(x) integrable on E such that

|fn(x)| ole53.gif M(x)

for every n, then

ole54.gif

Dominated convergence theorem for infinite series. Let u1(x), u2(x), .... be measurable on [a, b]. Let there exist an integrable function M(x) on [a, b] such that |sn(x)| ≤ M(x) where sn(x) is the partial sum

ole55.gif

and let

ole56.gif

Then

ole57.gif

Theorem. If for the series

ole58.gif

the condition

ole59.gif

holds for some constant M and if v(x) is bounded and measurable on [a, b], then

ole60.gif

Fatou's theorem. Let {fn(x)} be a sequence of non-negative measurable functions defined on [a, b] and suppose that the sequence converges to f(x) almost everywhere. Then

ole61.gif

Monotone convergence theorem. Let {fn(x)} be a sequence of non-negative monotonic increasing functions defined on [a, b] and suppose that the sequence converges to f(x). Then

ole62.gif

Theorem. Let uk(x) ole63.gif 0, k = 1, 2, .... . Then

ole64.gif

provided either side converges.

References

 James and James. Mathematics Dictionary

Spiegel. Real Variables (Schaum)

  Mathematics, Its Content, Methods and Meaning.

  Natanson. Theory of Functions of a Real Variable

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