A real number *x* is an **accumulation point** of a real-numbered set if every neighborhood of *x* contains infinitely many elements of the set [1]. To put this another way, point *x* is an accumulation point if, for any arbitrarily close neighborhood of *x* you can find elements of the set that are different from *x*.

To be an accumulation point *x*, **there have to be points in the set arbitrarily close to x other than x itself.** You can think of

*x*as being similar to a limit of a sequence of points of S that can’t just be the constant sequence

*x*[2].

An accumulation point is sometimes called a **limit point** [3]; This stems from the idea is that *x* is a limit of a non-constant sequence in the set. A point x can be approximated by other points in the set, much in the same way a limit can be found by studying the behavior of a function as it tends towards a certain point.

An accumulation point is a useful way to determine whether or not a set is a closed set; a set is closed if it contains all of its limit points.

## Accumulation Point Examples

A couple of examples [2]:

Set | Accumulation points |

[−1, 16) | [−1, 16] |

[−1, 16) ∪ (16, 20] | [−1, 20] |

The *Bolzano–Weierstrass theorem* implies that **every bounded infinite set has an accumulation point.**

## Examples of Sets *without* an Accumulation Point

**Finite sets**. The singleton set {5} is one example. No matter which neighborhood of 5 you consider, you won’t be able to find any elements in the set that are different from 5.**The set of natural numbers**ℕ. There is no accumulation point because a neighborhood with width ⅓ contains at most on natural number [5].

## References

[1] Smith, W. (2018). Solutions. Retrieved May 28, 2021 from: http://www.math.hawaii.edu/~wayne/331/HW3.pdf

[2] Fogel, M. The Bolzano-Weierstrass Theorem. Retrieved May 28, 2021 from: http://staff.imsa.edu/~fogel/Analysis/PDF/15%20Bolzano-Weierstrass%20Theorem.pdf

[3] Pelayo, R. Math 431 — Real Analysis I. Retrieved May 28, 2021 from: http://www2.hawaii.edu/~robertop/Courses/Math_431/Handouts/Quest_1_sols.pdf

[4] Berger, L. (2012). Comments on boundary points and accumulation points. Retrieved May 28, 2021 from: https://www.math.stonybrook.edu/~lbrgr/513BoundaryPoints2012.pdf

[5] Boas, Dr. (2011). Advanced Calculus I. Retrieved May 28, 2021 from: https://www.math.tamu.edu/~boas/courses/409-2017a/solution1from2011.pdf

**CITE THIS AS:**

**Stephanie Glen**. "Accumulation Point: Definition, Examples" From

**StatisticsHowTo.com**: Elementary Statistics for the rest of us! https://www.statisticshowto.com/accumulation-point/

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