Formula to compute number of groups from given points with overlap

In summary, the conversation discusses the problem of finding a generalized formula for computing the number of groups given the group size and overlap size. The conversation also mentions the concept of combinatorics and suggests defining the problem statement properly and proving the formulas by induction.
  • #1
veda87
1
0
The problem is kind of easy to understand.

Given is some points, say 10 points. (I am using numbering for understanding)

0 1 2 3 4 5 6 7 8 9

Now group these such that the group size is 5 and there is no overlap
so, there can be 2 groups. the groups are (0 1 2 3 4) & (5 6 7 8 9)

Now group the above given points such that the group size is 5 and overlap is 1
so, there can be 3 groups. the groups are (0 1 2 3 4) & (4 5 6 7 8) & (8 9) //Note: don't worry that (8 9) group has only 2 points

Now group the above given points such that the group size is 5 and overlap is 3
so, there can be 3 groups. the groups are (0 1 2 3 4) & (3 4 5 6 7 ) & (6 7 8 9)

Similarly...

group size | overlap size | number of groups
5 | 0 | 2
5 | 1 | 3
5 | 2 | 3
5 | 3 | 4
5 | 4 | 6I am looking for some generalized formula to compute the number of groups

So, given the group size and overlap size, find the number of groups. Can anyone help me with finding a generalized formula
 
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  • #2
This is combinatorics.
  • First define your problem statement properly: e.g. why isn't ##\{\,0,1,2,3,5\,\}\cup \{\,4,6,7,8,9\,\}## a solution for your first partition?
  • Next look up or derive the formulas you think will apply.
  • Finally prove these formulas by induction.
But the crucial point is the first one!
 

1. How is the formula for computing the number of groups from given points with overlap derived?

The formula is derived from the number of possible combinations of points and the number of overlapping points in each combination. It takes into account the number of points in each group, the total number of points, and the number of overlapping points between each group.

2. Can this formula be applied to any number of points and groups?

Yes, the formula can be applied to any number of points and groups. As long as you have the total number of points and the number of overlapping points between each group, you can use this formula to compute the number of groups.

3. Is this formula applicable to all types of data sets?

Yes, the formula can be applied to any type of data set as long as the data points can be grouped and have overlapping points between them. It can be used for both numerical and categorical data.

4. How accurate is this formula?

The accuracy of the formula depends on the accuracy of the input data. If the number of points and the number of overlapping points are accurately determined, then the formula will give an accurate result.

5. Are there any limitations to using this formula?

One limitation of this formula is that it assumes equal weighting for all data points and does not take into account any other factors that may affect the grouping of points. It also does not account for any outliers in the data set.

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