# Pointwise versus uniform convergence

> The cutoff N may depend on both ε and the point x.

Course: [Real analysis: limits and rigorous reasoning](https://studybrix.com/en/courses/real-analysis/index.md)
Level: advanced
Prerequisites: Sequence limits and supremum norms.

## Notes

### Pointwise

The cutoff N may depend on both ε and the point x.

### Uniform

One N must work for all points in the domain at once.

### Supremum norm

Uniform convergence is equivalent to sup_x abs(f_n(x)−f(x)) tending to zero.

### Continuity

A uniform limit of continuous functions is continuous; pointwise limits need not be.

## Practice questions

### 1. Find the pointwise limit of f_n(x)=x^n on [0,1].

Sample answer / marking guidance: The limit is 0 for 0≤x<1 and 1 at x=1.

Explanation: Credit both the interior and the endpoint.

### 2. Explain why x^n does not converge uniformly on [0,1].

Sample answer / marking guidance: Each x^n is continuous but the pointwise limit jumps at 1. A uniform limit of continuous functions would be continuous; equivalently the supremum error remains 1.

Explanation: Credit either the continuity theorem with hypotheses or a valid supremum-error argument.

### 3. For f_n(x)=x/n on [0,2], find sup abs(f_n) when n=8.

Answer: 0.25

Explanation: The maximum occurs at x=2 and equals 2/8.

### 4. For uniform convergence, can the cutoff N depend on x?

A. Only when x is rational
B. Yes, without restriction
C. Only at positive x
D. No

Answer: No

Explanation: A single cutoff must work across the whole domain.

### 5. Show that x/n converges uniformly to zero on [0,2].

Sample answer / marking guidance: The supremum error is 2/n, which tends to zero. Given ε>0, choose N>2/ε.

Explanation: Credit a domain-wide bound.

### 6. Does pointwise convergence of continuous functions preserve continuity automatically?

A. No
B. Only because each term is bounded
C. Yes in every domain
D. The limit must be a polynomial

Answer: No

Explanation: The x^n example on [0,1] disproves the claim.

### 7. For a fixed 0<a<1, show x^n converges uniformly to zero on [0,a].

Sample answer / marking guidance: The supremum is a^n, which tends to zero because 0<a<1.

Explanation: Credit the restricted domain and the geometric decay.

### 8. State why interchanging a limit and an integral on a finite interval is justified for a uniformly convergent sequence of continuous functions.

Sample answer / marking guidance: The integral of the difference is bounded in magnitude by interval length times the uniform error, which tends to zero.

Explanation: Credit the explicit bound and the finite interval assumption.

## Further reading

- https://ocw.mit.edu/courses/18-100a-real-analysis-fall-2020/
- https://ocw.mit.edu/courses/18-06-linear-algebra-spring-2010/

Original AI-assisted educational draft; not independently teacher-reviewed. References support further study, not copied exercises, affiliation or curriculum accreditation.
