Identity map and Inverse Image

In summary, the identity map is a simple function that maps everything to itself and is used in the operation of composition of functions. It allows for the definition of an inverse function, which can be used to solve equations. Its purpose is to reverse the original function and solve for a given value.
  • #1
wayneckm
68
0
Hello everyone,


I would like to ask what's the purpose of identity map? Recently I came across something that apparently use this to find the inverse image of a function [tex]F(x)[/tex] in the form of [tex]F(x) = ( f(x) , x ) [/tex].

Thanks.


Wayne
 
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  • #2
The "identity map" is just very simple function that maps everything to itself, f(x)= x. In the operation of "composition" of functions, it asks the same way the number "0" does with addition or the number "1" does with multiplication.

In particular, just as the "negative" (additive inverse) is such that (-x)+ x= 0 and the "reciprocal" (multiplicative inverse) is such that (1/x)*(x)= 1, so the "inverse function" is defined as the function, [itex]f^{-1}(x)[/itex] such that [itex]f(f^{-1}(x)= x[/itex] and [itex]f^{-1}(f(x))= x[/itex]- both compositions giving the identity function.

Another way of looking at "inverse" functions is that they "reverse" the original function. If y= f(x), then [itex]x= f^{-1}(y)[/itex]: if f "changes" x into y, then [itex]f^{-1}[/itex] changes y into x.

In particular, if we write a function, f. as a set of "ordered pairs", {(x, y)} where [itex]y= f(x)[/itex], then its inverse function reverses those pairs- it is {(y, x)}= {f(x), x}.

The "purpose" of the identity map is really to allow us to define the "inverse" function and that allows us to solve equations: If we know that f has inverse [itex]f^{-1}[/itex] (not all functions have inverses) then we can solve f(x)= a by taking [itex]f^{-1}[/itex] of each side: [itex]f^{-1}(f(x))= f^{-1}(a)[/itex] and, since taking a function and then its inverse gives the "identity map", we have [itex]f^{-1}(f(x))= x[/itex] so that equation becomes [itex]x= f^{-1}(a)[/itex].
 

FAQ: Identity map and Inverse Image

What is an identity map?

An identity map is a function that maps each element of a set to itself. In other words, it is a mapping from a set to itself where each element is paired with itself. The identity map is often denoted by the letter I, and is a common concept in mathematics and computer science.

How is an identity map related to inverse image?

An identity map is closely related to inverse image, as the inverse image of a set under an identity map is the same set itself. This is because the identity map preserves the elements of a set, and therefore the inverse image of any set will contain the same elements as the original set.

What is an inverse image?

An inverse image is a set of all the elements in the domain of a function that map to a given set in the range of the function. In other words, it is the set of all inputs that produce a given output. The inverse image of a function f is denoted as f-1(B), where B is a subset of the range of f.

How is inverse image used in mathematics and science?

Inverse image is a useful tool in mathematics and science for finding preimages of a function. For example, in algebra, the inverse image can be used to solve equations by finding the input values that produce a certain output. In geometry, inverse image is used to construct geometric figures and to prove theorems.

Can inverse image be applied to non-numerical functions?

Yes, inverse image can be applied to any type of function, not just numerical ones. Inverse image can be used to find the inputs that produce a certain output in any type of function, whether it is mathematical, scientific, or even in computer programming. As long as the function has a well-defined domain and range, inverse image can be applied.

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