Composition of Functions
Say we have 2 functions:
- f: R ------> S1
- g: S2 -----> T
These functions are only composable, or have an inter-relationship when
- S1 = S2
When these conditions are met, we can safely define the composite of the functions as:
- h = g о f
This states that h is equal to f followed by g. This definition can also be written as:
- h(x) = g(f(x))
Therefore, we can see that g о f has source, or domain, R (which is the source of f), and has target, or co-domain, T. (which is the target of g). Therefore, we can now write:
- g о f : R -------> T
As you can see, the intermediate domain S is not detectable from the composite of this function.
OK, now consider the following 3 functions:
- f: S -------> L
- g: L ------> R
- h: R ------> T
These can be composed is various ways. So we can form:
- g о f: S -------> R
- h о g: L -------> T
These may then be further composed, to achieve:
- h о (g о f): S -------> T
- (h о g) о f: S -------> T
This shows us that composition of functions is associative, meaning we can remove the brackets and write:
- h о g о f
Just to note, it is also possible to sometimes omit the ‘о’ and just right:
- hgf
The same can be done for the above functions as well. And thats it, end of Functions :)
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