Concept: Bolzano–Weierstrass Theorem
This is a fundamental theorem in real analysis which states:
- Every bounded sequence in \( \mathbb{R}^n \) has at least one convergent subsequence.
Step 1: Understand bounded sequence
A sequence \( \{x_n\} \) is bounded if:
\[
\exists M>0 \text{ such that } \|x_n\| \leq M \text{ for all } n
\]
Step 2: Apply the theorem
If the sequence is bounded, then it cannot “escape to infinity,” so there exists a subsequence that converges.
Step 3: Conclusion
\[
\text{Bolzano–Weierstrass Theorem guarantees convergence of a subsequence}
\]