The monotone convergence theorem says that if measurable functions satisfy and converge pointwise to , then is measurable andallowing the common value to be .
No. Take . Each is nonnegative and integrable, and each integral is one. At every fixed real point the functions eventually vanish, so the pointwise limit is zero and its integral is zero. Monotonicity or another convergence hypothesis is essential.
The partial sums are measurable, nonnegative and increasing. By the monotone convergence theorem,A nonnegative measurable function with finite integral is finite almost everywhere: if it were infinite on a positive-measure set, every constant multiple of that set's indicator would be a lower bound, forcing an infinite integral. Thus the series converges almost everywhere.
Substitute , with . The nonnegative integral becomesby scaling and integration by parts. The exponential decays because , with zero boundary term at infinity, proving integrability and
For , the geometric series givesAll terms are nonnegative, so monotone convergence permits termwise integration. Part (i), with , givesThis series is finite for , which also proves integrability of the original nonnegative function.
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