Thursday, 16 February 2023

Deriving Derangement Theorem

5 - Deriving Derangement Theorem

Deriving Derangement Theorem

The growth of both the functions n! (factorial) and !n (derangement) is exponential, look at the table of values below:

n Permutation Derangement
2 2 1
3 6 2
4 24 9
5 120 44
6 720 265
7 5040 1854

We will work with the log (base Math.E) of these functions. Look at the table of values below:

n log(Permutation) log(Derangement)
2 0.693 0
3 1.791 0.693
4 3.178 2.197
5 4.787 3.784
6 6.5792 5.5797
7 8.5251 7.5251

We see the following relationship between these values:
log(!n) = log(n!) - 1
=> log(!n) = log(n!) - log(e)
=> log(!n) = log(n! / e)
=> !n = n! / e
And true relationship between !n and n! is: !n = round(n! / e)

Test this out by adding data to the logarithmic plot showing the relationship between n! and !n below:


Tags: Mathematical Foundations for Data Science,

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