Types of set algebras

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Measure theory perspective

In this table the class of sets A is a collection of subsets from another set Ω

System Type Definition Deductions
Ring[1][2]
  • A is -closed[Note 1]
  • A is -closed[Note 2]
  • A[Note 3]
σ-ring[1][2]
  • A is a ring
  • A is σ--closed[Note 4]
Algebra[1][2]
  • A is closed under complements
  • A is -closed
  • A is -closed[Note 5]
  • ΩA[Note 6]
σ-algebra[1][2]
  • A is an algebra
  • A is σ--closed
Semiring[1]

TODO: Page 3 in[1]


Dynkin system[1]

These types are all related and I have a nice diagram to remember this which uses arrow directions to 'encode' the difference. In my diagram upwards arrows indicate something to do with union, with , downwards with (think "make bigger"=up, which is union and "going down" being cap. A rightward slant means "sigma-whatever-the-vertical-direction-is" which means closed under countable whatever. Lastly, a horizontal arrow indicates membership, right means "contains entire set" and that's all that is used. Lastly:

  • All paths lead to σ-algebra
Alec's 'super' diagram

Notice in addition the nice symmetry of the diagram (the line of symmetry would be from top left to bottom right), it doesn't preserve arrow directions, and obviously not names, but shape.


Overall this is a very easy diagram to remember. I remember ring easily (it's what you'd need to "do probability" on, unions and set-subtractions, and the empty set (required to have subtractions anyway)). This lets me build the rest. The only not obvious ones are Dynkin-systems and semirings


Relationship between all types

This of course isn't the entire picture. In addition we can use the Borel σ-algebra on a topology to get a σ-algebra, the below diagram is more complete, at the cost of ease to remember

Diagram showing ALL the relationships


Other Notes

Closed under
Type σA σ- σ- C
Semi-Ring
Ring
σ-Ring
Algebra
Dynkin system
σ-Algebra # # X X #

Theorems used

  1. Jump up to: 1.0 1.1 Using Class of sets closed under set-subtraction properties we know that if A is closed under Set subtraction then:
    • A is -closed
    • σ--closedσ--closed

Notes

  1. Jump up Closed under finite Set subtraction
  2. Jump up Closed under finite Union
  3. Jump up As given AA we must have AAA and AA=
  4. Jump up closed under finite or countably infinite union
  5. Jump up Note that AB=ABc=(AcB)c - or that AB=(AcB)c - so we see that being closed under union and complement means we have closure under set subtraction.
  6. Jump up As we are closed under set subtraction we see that AAA and AA=, so A - but we are also closed under complements, so cA and c=ΩA

References

  1. Jump up to: 1.0 1.1 1.2 1.3 1.4 1.5 1.6 Probability Theory - A comprehensive course - second edition - Achim Klenke
  2. Jump up to: 2.0 2.1 2.2 2.3 Measure Theory - Halmos