What are upper and lower bounds and why are they important in mathematics?

In summary: Similarly, a maximum of a set A is a supremum that also belongs to the set.For example, 2 is a supremum of [1,2), but not a maximum since 2 does not belong to the set. On the other hand, 2 is a maximum of [1,2] and thus also a supremum.In summary, an infimum or supremum does not have to belong to the set, but a minimum or maximum does.
  • #1
woundedtiger4
188
0
At:

http://en.wikipedia.org/wiki/Upper_and_lower_bounds

in example it says that

"2 and 5 are both lower bounds for the set { 5, 10, 34, 13934 }, but 8 is not"


Why "2"? as 2 is not in that set.

Also,
at:

http://en.wikipedia.org/wiki/Supremum

in example it says that
"The "Supremum" or "Least Upper Bound" of the set of numbers 1, 2, 3 is 3. Although 4 is also an upper bound, it is not the "least upper bound" and hence not the "Supremum"."


Why? as 4 is not in the set of 1,2,3 but if for a moment I think that as 4>3 so it is the upper bound of the set which contains 1,2,3 then am I correct to say that 3 is the least upper bound ?

Thanks in advance.
 
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  • #2
A lower bound of a set A is any number x such that x<a for any ##a\in A##.
So we don't need the number to be in the set (if the element is in the set, then it's called a minimum). A lower bound is just any number smaller than each element in the set.
 
  • #3
micromass said:
A lower bound of a set A is any number x such that x<a for any ##a\in A##.
So we don't need the number to be in the set (if the element is in the set, then it's called a minimum). A lower bound is just any number smaller than each element in the set.

So 5 is the greatest lower bound.
 
  • #4
Yes. Anything lower than 5 is also a lower bound.
 
  • #5
ImageUploadedByPhysics Forums1371326706.331826.jpg


(Copy/pasted from wiki)

Question: as Q doesn't have the least upper bound as 2^1/2 is irrational but the example says that Q has an upper bound, is that upper bound any number greater than 2^1/2 or is it a specific number?
 
  • #6
micromass said:
Yes. Anything lower than 5 is also a lower bound.

Thank you so much.
 
  • #7
woundedtiger4 said:
View attachment 59566

(Copy/pasted from wiki)

Question: as Q doesn't have the least upper bound as 2^1/2 is irrational but the example says that Q has an upper bound, is that upper bound any number greater than 2^1/2 or is it a specific number?

Any rational number greater than ##\sqrt{2}## is an upper bound.
 
  • #8
micromass said:
Any rational number greater than ##\sqrt{2}## is an upper bound.

Once again, thank you very much sir.
 
  • #9
woundedtiger4 said:
So 5 is the greatest lower bound.
In fact, because 5 is in the set, 5 is the minimum of the set.
(If a set has a minimum (smallest member) then that minimum is the greatest lower bound.) But as long as a set has lower bounds, it has a greatest lower bound whether is has a minimum or not.
 
  • #10
HallsofIvy said:
But as long as a set has lower bounds, it has a greatest lower bound whether is has a minimum or not.

Of course, that is only true in ##\mathbb{R}##.
 
  • #11
woundedtiger4 said:
View attachment 59566

(Copy/pasted from wiki)

Question: as Q doesn't have the least upper bound as 2^1/2 is irrational but the example says that Q has an upper bound, is that upper bound any number greater than 2^1/2 or is it a specific number?
No, it does not say that Q has an upper bound! It says that Q intersect the interval from [tex]-\sqrt{2}[/tex] to [tex]\sqrt{2}[/tex] has upper bounds. 1.5, for example is an upper bound of that set.

(But Q, the set of all rational numbers, does NOT have either upper or lower bounds.)
 
  • #12
What does upper bound, least upper bound (supremum), lower bound, and greatest lower bound (infimum) tells us intutively? It just tells us lower & greater numbers, right?

Is maximum (max) is just an other word for least upper bound (supremum), and similarly minimum (min) is just an other word for greatest lower bound (infimum)?
 
  • #13
woundedtiger4 said:
What does upper bound, least upper bound (supremum), lower bound, and greatest lower bound (infimum) tells us intutively? It just tells us lower & greater numbers, right?

Yes, the upper and lower bound just tells us lower and greater numbers. The greatest lower bound also tells us a lower number, but the best possible one.

Is maximum (max) is just an other word for least upper bound (supremum), and similarly minimum (min) is just an other word for greatest lower bound (infimum)?

Not exactly. A minimum of a set A is an infimum that also belongs to the set.
For example, 1 is an infimum of (1,2], but not a minimum since 1 does not belong to the set. On the other hand, 1 is a minimum of [1,2] and thus also an infimum.
 

1. What is the difference between upper bound and lower bound?

The upper bound refers to the maximum value that a data point can have, while the lower bound refers to the minimum value that a data point can have. In other words, the upper bound sets the ceiling for the data, while the lower bound sets the floor.

2. How are upper and lower bounds determined?

Upper and lower bounds are typically determined through statistical analysis of a dataset. The upper bound is often calculated by adding a certain number of standard deviations to the mean, while the lower bound is calculated by subtracting the same number of standard deviations from the mean.

3. Why is it important to consider upper and lower bounds in data analysis?

Upper and lower bounds provide important context for understanding the range of values in a dataset. They can help identify outliers and provide a more accurate representation of the data. Additionally, they are often used in hypothesis testing and confidence interval calculations.

4. How do upper and lower bounds impact the interpretation of data?

The presence of upper and lower bounds can significantly impact the interpretation of data. For example, if a data point falls outside of the upper or lower bound, it may indicate that there is a significant difference between that point and the rest of the data. On the other hand, if all data points fall within the bounds, it may suggest that there is no significant difference between the data points.

5. Can upper and lower bounds change over time?

Yes, upper and lower bounds can change over time. This is especially true for datasets that are subject to fluctuation or change. As new data is collected, the upper and lower bounds may need to be recalculated to accurately reflect the current state of the data.

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