The Monotone Convergence Theorem
Statement
Let be measurable functions with pointwise almost everywhere, and let pointwise almost everywhere. Then .
Why is it true?
Since the only grow, no 'area' is ever lost or double-counted as increases; stacking their simple-function approximations, the total accumulated area converges exactly to the area under the limit .
Proof sketch
Since is a nondecreasing sequence of extended reals (as increases), the limit exists in . Since for every , monotonicity of the integral gives for every , hence .
For the reverse inequality, fix any simple measurable function with and fix a constant . Define . Because increases to pointwise, the sets increase and their union is (almost) all of : for a.e. with this is automatic, and for a.e. with , eventually since .
Writing , we get . By countable additivity (continuity of measure from below, since increases to ), as , so letting gives .
Letting gives for every simple , and taking the supremum over all such (the very definition of ) gives . Combined with from above, we conclude .
Topics that use this theorem
Step-by-step proofs
No step-by-step proof yet for this theorem.
References
- Gerald B. Folland (1999). Real Analysis: Modern Techniques and Their Applications
- Donald L. Cohn (2013). Measure Theory
- Hong Wang, Joshua Zahl (2025). Volume estimates for unions of convex sets, and the Kakeya set conjecture in three dimensions · arXiv:2502.17655 [preprint, not peer-reviewed]