Homepage Solution manuals Terence Tao An Introduction to Measure Theory Exercise 1.4.8 (Cardinality of the generated Boolean algebra)

Exercise 1.4.8 (Cardinality of the generated Boolean algebra)

Let be a collection of sets with # = n . Show that bool is a finite Boolean algebra of cardinality at most 22n . Show that this bound is the best possible.

Answers

Suppose that F = { E 1 , , E n } is a finite collection of subsets of a set X , and let B be an arbitrary Boolean algebra containing F . By the properties of the intersection we have # F bool # B . In the following we induct on n .

  • (induction base) Let n = 1 , i.e., F = { E 1 } for some set E 1 X . It is easy to verify that the set

    B : = { , X , E 1 , X E 1 }

    is a Boolean algebra on X , and it contains F . Thus, # F bool # B = 4 = 2 2 1 .

  • (induction step) Now let F = { E 1 , , E n 1 , E n } (obviously all elements assumed to be distinct), and suppose inductively that we have proven this statement for some n 1 . By induction hypothesis we can find a Boolean algebra B n 1 for the set F n 1 = { E 1 , , E n 1 } of the cardinality 2 2 n 1 , and we can find a Boolean algebra B n 1 for the set F n 1 = { E 2 , , E n } also of the cardinality 2 2 n 1 . The crucial step here is to employ Exercise 1.4.4 in order to use the fact that both sets can be generated using some atomic algebras A 1 , , A k or A 1 , , A k of the size k bounded by k 2 n 1 . By Example 1.4.7 (Atomic algebra), let B be the Boolean algebra generated by { A 1 , , A k , A 1 , , A k } . Then B is a Boolean algebra containing F ( E i is contained in B n 1 or B n 1 and can thus be generated using one of the collections ( A i ) i = 1 k or ( A i ) i = 1 k ). We hence have

    # F bool # B = 2 2 k 2 2 2 n 1 = 2 2 n

To demonstrate that this bound is sharp, consider the discrete set X = { 0 , 1 } d . Then, there exists a family of subsets F P ( X ) such that F bool = 2 2 d . We prove the existence by inducting on d .

  • (induction base) Let d = 2 , i.e., X = { ( 0 , 0 ) , ( 0 , 1 ) , ( 1 , 0 ) , ( 1 , 1 ) } . Set F : = { { ( 0 , 0 ) , ( 1 , 0 ) } , { ( 1 , 0 ) , ( 0 , 1 ) } } . Let B be an arbitrary Boolean algebra containing F . Then all of the atom-elements of X are contained in B . This is demonstrated by the closure under intersection and complements property of the Boolean algebra:

    ( 0 , 0 ) = { ( 1 , 0 ) , ( 0 , 1 ) } c { ( 0 , 0 ) , ( 1 , 0 ) } = { ( 0 , 0 ) , ( 1 , 1 ) } { ( 0 , 0 ) , ( 1 , 0 ) } ( 0 , 1 ) = { ( 1 , 0 ) } c { ( 1 , 0 ) , ( 0 , 1 ) } = { ( 0 , 0 ) , ( 0 , 1 ) , ( 1 , 1 ) } { ( 1 , 0 ) , ( 0 , 1 ) } ( 1 , 0 ) = { ( 0 , 0 ) } c { ( 0 , 0 ) , ( 1 , 0 ) } = { ( 0 , 1 ) , ( 1 , 0 ) , ( 1 , 1 ) } { ( 0 , 0 ) , ( 1 , 0 ) } ( 1 , 1 ) = { ( 0 , 0 ) , ( 0 , 1 ) , ( 1 , 0 ) } c

    In other words, X B . Therefore, by the closure under unions property of the Boolean algebra, we also have P ( X ) B . Since our choice of B was arbitrary, taking intersections we obtain P ( X ) F bool and therefore 2 2 2 # F bool . Combining this with the previosly proven assertion, we see the sharpness of the bound 2 2 d = F bool .

  • (induction step) Now suppose inductively that there exists a family F d 1 of subsets of { 0 , 1 } d 1 with # F d 1 bool = 2 2 d 1 and { 0 , 1 } d 1 F d 1 bool . Now consider X = { 0 , 1 } d . Recall that we can bijectively associate { 0 , 1 } d 1 with two subsets of { 0 , 1 } d : either those ending with 0, or those ending with 1:

    { 0 , 1 } d = { ( x , 0 ) : x { 0 , 1 } d 1 } { ( x , 1 ) : x { 0 , 1 } d 1 }

    Thus, consider extended collections

    F d : = { { ( x , 0 ) : x B } { 0 , 1 } d : B F d 1 } F d ′′ : = { { ( x , 1 ) : x B } { 0 , 1 } d : B F d 1 }

    It is easy to verify that { 0 , 1 } d F d where F d : = F d F d ′′ . Similarly, we must now have P ( X ) F d and thus P ( X ) F d bool . But this implies 2 2 d = # F d bool as desired.

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2020-07-18 00:00
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For the concrete bound:

The set { 0 , 1 } d has 2 d elements. Let F be the set of singleton elements, which is an atomic base set for { 0 , 1 } d , generating the discrete algebra. Then by MTE4.4, the discrete algebra consists of 2 2 d sets.

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2024-10-17 20:37
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