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One more comment on when functions are not integrable even using lebesgue integration.
Intuitively, a function is lebesgue integrable if it is not too big and not too rough. Since the lebesgue integral is a monotone function of its integrand, a lebesgue integrable function cannot be approximated from below by integrable functions whose integrals are unbounded above. E.g. the function f(x) = 1/x on [0,1], with say f(0) = 0, is too big in this sense, because the usual approximating Riemann integrable functions obtained by restricting this function to the subintervals [e,1], as e—>0+, have unbounded integrals. So this function is not only not riemann integrable, but also not lebesgue integrable.
A function is too rough, if it is not the pointwise limit a.e. of any sequence of riemann integrable functions. It takes more sophistication to produce a function that is too rough, but the axiom of choice allows such a construction. Define an equivalence relation on the interval [0,1], so that two numbers are equivalent iff their difference is rational, and then choose exactly one element from each equivalence class to form a subset S of [0,1].
Then each number in [0,1] is equivalent to exactly one element of S. Thus [0,1] can be covered by a sequence of disjoint rational translates of S. (Given a rational number, add it to each element of S, and if the sum is > 1, chop it off at 1 and slide it back to start at 0, i.e. just subtract 1 from it. Or if you prefer, consider [0,1] essentially as the quotient space R/Z where rational translation is defined.] Now write this countable collection of translates of S as a sequence: S1, S2, S3,….and define functions as follows: gj = 1 at exactly all points of Sj, and zero elsewhere. Then f 1 = g1, f2 = g1+g2, f3 = g1+g2+g3,…..
Now the sequence fj converges upward pointwise everywhere to the constant function 1 on [0,1]. These functions fj are all bounded between 0 and 1, hence not too big. But 1 is integrable with integral 1 on [0,1]. So if the functions fj are integrable, they must have integrals bounded by 1, and their sequence of integrals must converge upward to 1. Now lebesgue measure is translation - invariant, so since the sets Sj are all essentially translations of S, the functions gj all must have the same integral, equal to some number between zero and 1. But what is the value of that integral? It cannot be zero since then the integral of all the functions fj would also be 0, and then 1 would be the limit of a sequence of zeroes, contradiction. But also the integral of the gj cannot be equal to a positive number e>0, since then the integral of fn would equal the sum of the integrals of g1,…,gn, hence equal to ne, which eventually becomes larger than 1, also a contradiction. So the functions gj and fj, although not too big, are too “rough” to be lebesgue integrable.
I'll probably quit here. Thanks for your indulgence. I myself think I learned something by doing and summarizing the reading needed for this discussion.
One more comment gleaned from that long mathoverflow discussion linked above. Someone there claimed that a great Harvard mathematician, maybe Brauer, remarked that after one reads the abstract book Measure Theory, by Halmos, one will know very well how to integrate the function 1, but will not know anything about how to integrate the function x.
Intuitively, a function is lebesgue integrable if it is not too big and not too rough. Since the lebesgue integral is a monotone function of its integrand, a lebesgue integrable function cannot be approximated from below by integrable functions whose integrals are unbounded above. E.g. the function f(x) = 1/x on [0,1], with say f(0) = 0, is too big in this sense, because the usual approximating Riemann integrable functions obtained by restricting this function to the subintervals [e,1], as e—>0+, have unbounded integrals. So this function is not only not riemann integrable, but also not lebesgue integrable.
A function is too rough, if it is not the pointwise limit a.e. of any sequence of riemann integrable functions. It takes more sophistication to produce a function that is too rough, but the axiom of choice allows such a construction. Define an equivalence relation on the interval [0,1], so that two numbers are equivalent iff their difference is rational, and then choose exactly one element from each equivalence class to form a subset S of [0,1].
Then each number in [0,1] is equivalent to exactly one element of S. Thus [0,1] can be covered by a sequence of disjoint rational translates of S. (Given a rational number, add it to each element of S, and if the sum is > 1, chop it off at 1 and slide it back to start at 0, i.e. just subtract 1 from it. Or if you prefer, consider [0,1] essentially as the quotient space R/Z where rational translation is defined.] Now write this countable collection of translates of S as a sequence: S1, S2, S3,….and define functions as follows: gj = 1 at exactly all points of Sj, and zero elsewhere. Then f 1 = g1, f2 = g1+g2, f3 = g1+g2+g3,…..
Now the sequence fj converges upward pointwise everywhere to the constant function 1 on [0,1]. These functions fj are all bounded between 0 and 1, hence not too big. But 1 is integrable with integral 1 on [0,1]. So if the functions fj are integrable, they must have integrals bounded by 1, and their sequence of integrals must converge upward to 1. Now lebesgue measure is translation - invariant, so since the sets Sj are all essentially translations of S, the functions gj all must have the same integral, equal to some number between zero and 1. But what is the value of that integral? It cannot be zero since then the integral of all the functions fj would also be 0, and then 1 would be the limit of a sequence of zeroes, contradiction. But also the integral of the gj cannot be equal to a positive number e>0, since then the integral of fn would equal the sum of the integrals of g1,…,gn, hence equal to ne, which eventually becomes larger than 1, also a contradiction. So the functions gj and fj, although not too big, are too “rough” to be lebesgue integrable.
I'll probably quit here. Thanks for your indulgence. I myself think I learned something by doing and summarizing the reading needed for this discussion.
One more comment gleaned from that long mathoverflow discussion linked above. Someone there claimed that a great Harvard mathematician, maybe Brauer, remarked that after one reads the abstract book Measure Theory, by Halmos, one will know very well how to integrate the function 1, but will not know anything about how to integrate the function x.
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