Atom (measure theory)

In Mathematics, more precisely in measure theory, an atom is a measurable set which has positive measure and contains no "smaller" set of positive measure.

Formally, given a measure space (X, Σ ) and a finite measure μ on that space, a set A in  Σ  is called an atom if

μ (A) >0

and for any measurable subset B of A with

μ(A) > μ (B)

one has μ(B) = 0.

Examples

  • Consider the set X={1, 2, ..., 9, 10} and let the sigma-algebra  Σ  be the Power set of X. Define the measure μ of a set to be its Cardinality, that is, the number of elements in the set. Then, each of the singletons {i}, for i=1,2, ..., 9, 10 is an atom.

Non-atomic measures

A measure which has no atoms is called a non-atomic. In other words, a measure is non-atomic if for any measurable set A with μ (A) >0 there exists a measurable subset B of A such that
μ(A) > μ (B) > 0.

A non-atomic measure with at least one positive value has an infinite number of distinct values, as starting with a set A with μ (A) >0 one can construct a decreasing sequence of measurable sets

A = A 1 A 2 A 3

such that

μ(A) = μ(A 1 ) > μ(A 2 ) > μ(A 3 ) > > 0.

This may not be true for measures having atoms, see the first example above.

It turns out that non-atomic measures actually have a Continuum of values. One can prove that if μ is a non-atomic measure and A is a measurable set with μ (A) >0, then for any real number b satisfying

μ (A) > b >0

there exists a measurable subset B of A such that

μ(B) = b.

This theorem is reminescent of the Intermediate value theorem for continous functions.

See also


Arts Council of Wales   Index

This page is based on the Wikipedia article ''Atom (measure theory)''. It is licensed under the GNU free documentation license.


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