Functions
Let \(X\) and \(Y\) be sets and \(P(x,y)\) be a predicte depending on \(x \in X\) and \(y \in Y\) such that \(\forall x \in X\) there is exactly one \(y \in Y\) for which \(P(x,y)\) is true. A function \(f : X \rightarrow Y\) defined by \(P(x,y)\) maps any input \(x \in X\) to an output \(f(x) \in Y.\)
\[y=f(x) \Leftrightarrow P(x,y)\]\(X\) is the domain and \(Y\) is the codomain or range of the function \(f.\)
Two functions with the same domain \(X\) and codomain \(Y,\) \(f : X \rightarrow Y\) and \(g : X \rightarrow Y,\) are equal \(f=g\) if and only if \(f(x)=g(x)\, \forall x \in X.\)
Let \(f : X \rightarrow Y\) and \(g : Y \rightarrow Z\) be two functions such that the codomain of \(f\) is the same set as the domain of \(g.\) The composition \(g \circ f : X \rightarrow Z\) of the two functions \(f\) and \(g\) if the output of \(g\) when its input is the output of \(f\) given an input \(x \in X.\)
\[(g \circ f)(x) := g\left(f(x)\right)\]If the codomain of \(f\) does not match the domain of \(g,\) the composition \(g \circ f\) is undefined.
A function \(f: X \rightarrow Y\) is injective or “one-to-one” if distinct elements of its domain \(X\) map to distinct elements of its codomain \(Y.\)
\[x \neq x' \Rightarrow f(x) \neq f(x')\]A function \(f: X \rightarrow Y\) is surjective or “onto” if all elements of its domain \(X\) map to all elements of its codomain \(Y.\)
\[\forall y \in Y \, \exists x \in X : f(x) = y\]A function \(f: X \rightarrow Y\) is bijective or invertible if it is both injective and surjective.
If \(f: X \rightarrow Y\) is a function with domain \(X\) and codomain \(Y\) and \(S \subseteq X,\) the image of \(S\) under \(f,\) \(f(S),\) is the subset of elements in \(Y\) that were mapped from \(S.\)
\[f(S) := \{f(x) \in Y : x \in S\}\]If \(S \subseteq Y,\) the inverse image of \(S\) under \(f,\) \(f^{-1}(S),\) is the subset of elements in \(X\) which map to \(S\) by \(f.\)
\[f^{-1}(S) := \{x \in X : f(x) \in S\}\]