In set theory, the kernel of a function f (or equivalence kernel[1]) may be taken to be either
- the equivalence relation on the function's domain that roughly expresses the idea of "equivalent as far as the function
fcan tell",[2] or - the corresponding partition of the domain.
An unrelated notion is that of the kernel of a non-empty family of sets \mathcal{B}, which by definition is the intersection of all its elements:
\ker \mathcal{B} ~=~ \bigcap_{B \in \mathcal{B}} \, B.
This definition is used in the theory of filters to classify them as being free or principal.
Definition
'
For the formal definition, let f : X \to Y be a function between two sets.
Elements x_1, x_2 \in X are equivalent if and only if f\left(x_1\right) and f\left(x_2\right) are equal, that is, are the same element of Y.
The kernel of f is the equivalence relation thus defined.[2]
'
The is[3]
\ker \mathcal{B} ~:=~ \bigcap_{B \in \mathcal{B}} B.
The kernel of \mathcal{B} is also sometimes denoted by \cap \mathcal{B}. The kernel of the empty set, \ker \varnothing, is typically left undefined.
A family is called and is said to have if its kernel is not empty.[3]
A family is said to be if it is not fixed; that is, if its kernel is the empty set.[3]
Quotients
Like any equivalence relation, the kernel can be modded out to form a quotient set, and the quotient set is the partition:
\left\{\, \{w \in X : f(x) = f(w)\} ~:~ x \in X \,\right\} ~=~ \left\{f^{-1}(y) ~:~ y \in f(X)\right\}.
This quotient set X /=_f is called the coimage of the function f, and denoted \operatorname{coim} f (or a variation).
The coimage is naturally isomorphic (in the set-theoretic sense of a bijection) to the image, \operatorname{im} f; specifically, the equivalence class of x in X (which is an element of \operatorname{coim} f) corresponds to f(x) in Y (which is an element of \operatorname{im} f).
As a subset of the Cartesian product
Like any binary relation, the kernel of a function may be thought of as a subset of the Cartesian product X \times X.
In this guise, the kernel may be denoted \ker f (or a variation) and may be defined symbolically as[2]
\ker f := \{(x,x') : f(x) = f(x')\}.
The study of the properties of this subset can shed light on f.
Algebraic structures
If X and Y are algebraic structures of some fixed type (such as groups, rings, or vector spaces), and if the function f : X \to Y is a homomorphism, then \ker f is a congruence relation (that is an equivalence relation that is compatible with the algebraic structure), and the coimage of f is a quotient of X.[2]
The bijection between the coimage and the image of f is an isomorphism in the algebraic sense; this is the most general form of the first isomorphism theorem.
In topology
If f : X \to Y is a continuous function between two topological spaces then the topological properties of \ker f can shed light on the spaces X and Y.
For example, if Y is a Hausdorff space then \ker f must be a closed set.
Conversely, if X is a Hausdorff space and \ker f is a closed set, then the coimage of f, if given the quotient space topology, must also be a Hausdorff space.
A space is compact if and only if the kernel of every family of closed subsets having the finite intersection property (FIP) is non-empty;[4][5] said differently, a space is compact if and only if every family of closed subsets with F.I.P. is fixed.
References
- ^ Mac Lane, Saunders & Birkhoff, Garrett (1999), Algebra, Chelsea Publishing Company, p. 33, ISBN 0821816462.
- ^ Bergman, Clifford (2011), Universal Algebra: Fundamentals and Selected Topics, Vol. 301, Pure and Applied Mathematics, CRC Press, pp. 14–16, ISBN 9781439851296.
- ^ Dolecki & Mynard 2016, pp. 27–29, 33–35.
- ^ Munkres, James (2004). Topology. New Delhi: Prentice-Hall of India. p. 169. ISBN 978-81-203-2046-8.
- ^
Bibliography
- Awodey, Steve (2010 [2006]). Category Theory. Vol. 49. Oxford Logic Guides. 2nd ed. Oxford University Press. ISBN 978-0-19-923718-0.