Website can be closed on 12th to 14th Jan 2025 due to server maintainance work.
State and Prove the Monotone Convergence Theorem
Introduction
The Monotone Convergence Theorem is an important result in real analysis. It guarantees that certain sequences — specifically, those that are monotonic and bounded — will always converge. This theorem is widely used in calculus and mathematical analysis for studying limits and series.
Statement of the Monotone Convergence Theorem (MCT)
Theorem:
Every sequence that is monotonic and bounded converges.
Specifically:
- If a sequence {a_n} is monotonically increasing (that is, (a_1 \leq a_2 \leq a_3 \leq \dots)) and bounded above, it converges to its supremum (least upper bound).
- If a sequence {a_n} is monotonically decreasing (that is, (a_1 \geq a_2 \geq a_3 \geq \dots)) and bounded below, it converges to its infimum (greatest lower bound).
Proof of the Monotone Convergence Theorem
Case 1: Monotonically Increasing Sequence
Let {a_n} be a sequence such that:
a_1 ≤ a_2 ≤ a_3 ≤ ... ≤ a_n ≤ ...
Also, assume the sequence is bounded above. That is, there exists a real number M such that:
a_n ≤ M for all n ∈ N,
where N is the set of natural numbers.
Since {a_n} is increasing and bounded above, the supremum (least upper bound) of the set {a_n : n ∈ N} exists. Let:
L = sup {a_n : n ∈ N}.
We need to show that:
lim (n → ∞) a_n = L.
Proof by contradiction:
Assume that the sequence {a_n} does not converge to L. Then, there must exist some ε > 0 such that:
|a_n - L| ≥ ε for infinitely many n.
However, since L is the supremum, all terms a_n must get arbitrarily close to L as n increases. This contradiction shows that:
lim (n → ∞) a_n = L.
Case 2: Monotonically Decreasing Sequence
Let {a_n} be a sequence such that:
a_1 ≥ a_2 ≥ a_3 ≥ ... ≥ a_n ≥ ...
Assume the sequence is bounded below. That is, there exists a real number m such that:
a_n ≥ m for all n ∈ N.
Since {a_n} is decreasing and bounded below, the infimum (greatest lower bound) of the set {a_n : n ∈ N} exists. Let:
L = inf {a_n : n ∈ N}.
We need to show that:
lim (n → ∞) a_n = L.
As in Case 1, we argue by contradiction. If the sequence does not converge to L, there must exist some ε > 0 such that:
|a_n - L| ≥ ε for infinitely many n.
This contradicts the fact that L is the infimum. Therefore:
lim (n → ∞) a_n = L.
Conclusion
The Monotone Convergence Theorem guarantees that any monotonic sequence (either increasing or decreasing) that is also bounded will converge to a real number. This result is essential in the study of limits and has wide applications in both theoretical and practical aspects of mathematics.