Difference between revisions of "Notes:Halmos measure theory skeleton"
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* [[additive set function]] | * [[additive set function]] | ||
* ''measure'', {{M|\mu}} - [[extended real valued]], non negative, [[countably additive set function]] defined on a [[ring of sets]] | * ''measure'', {{M|\mu}} - [[extended real valued]], non negative, [[countably additive set function]] defined on a [[ring of sets]] | ||
+ | ** ''complete measure'' - {{M|\mu}} is complete if: | ||
+ | *** {{M|1=\forall A\in\mathcal{R}\forall B[B\subseteq A\wedge\mu(A)=0\implies B\in\mathcal{R} ]}} | ||
* ''hereditary'' system - a system of sets, {{M|\mathcal{E} }} such that if {{M|E\in\mathcal{E} }} then {{M|\forall F\in\mathcal{P}(E)[F\in\mathcal{E}]}} | * ''hereditary'' system - a system of sets, {{M|\mathcal{E} }} such that if {{M|E\in\mathcal{E} }} then {{M|\forall F\in\mathcal{P}(E)[F\in\mathcal{E}]}} | ||
** ''hereditary ring generated by'' | ** ''hereditary ring generated by'' | ||
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* {{M|\mu^*}}-measurable - given an ''outer measure'' {{M|\mu^*}} on a hereditary {{sigma|ring}} {{M|\mathcal{H} }} a set {{M|A\in\mathcal{H} }} is ''{{M|\mu^*}}-measurable'' if: | * {{M|\mu^*}}-measurable - given an ''outer measure'' {{M|\mu^*}} on a hereditary {{sigma|ring}} {{M|\mathcal{H} }} a set {{M|A\in\mathcal{H} }} is ''{{M|\mu^*}}-measurable'' if: | ||
** {{M|1=\forall B\in\mathcal{H}[\mu^*(B)=\mu^*(A\cap B)+\mu^*(B\cap A')]}} | ** {{M|1=\forall B\in\mathcal{H}[\mu^*(B)=\mu^*(A\cap B)+\mu^*(B\cap A')]}} | ||
− | *** '''PROBLEM: How can we do [[complementation]] in a ring?''' | + | *** '''PROBLEM: How can we do [[complementation]] in a ring?'''<ref group="Solution">We only have to deal with {{M|A\cap B'}} which could just be Halmos abusing notation. If we take it literally ("{{M|1=B':=\{x(\in?)\vert x\notin B\} }}") we may be able to work through this. Note that [[the intersection of sets is a subset of each set]] so {{M|A\cap B'\subseteq A}} and is in fact {{M|1==A-B}}, so what Halmos is really saying is: |
+ | * {{M|1=A\in\mathcal{H} }} is {{M|\mu^*}}-measurable if: | ||
+ | ** {{M|1=\forall B\in\mathcal{H}[\mu^*(B)=\mu^*(B\cap A)+\mu^*(B-A)]}}</ref> | ||
+ | *** '''Solution: ''' Note that {{M|1=S\cap T'=S-T}}, so Halmos is really saying: | ||
+ | **** {{M|1=A\in\mathcal{H} }} is {{M|\mu^*}}''-measurable'' if: | ||
+ | ***** {{M|1=\forall B\in\mathcal{H}[\mu^*(B)=\mu^*(A\cap B)+\mu^*(B - A)]}} | ||
+ | * ''Theorem: '' if {{M|\mu^*}} is an ''outer measure'' on a hereditary {{sigma|ring}} {{M|\mathcal{H} }} and if {{M|\mathcal{S} }} is the class of all {{M|\mu^*}}-measurable sets, ''then {{M|\mathcal{S} }} is a [[ring of sets]]'' | ||
+ | * ''Theorem: '' (p46) - {{M|\mathcal{S} }} is a [[sigma-ring]] | ||
+ | * ''Theorem: '' - Every set of {{M|1=\mu^*=0}} belongs to {{M|\mathcal{S} }} and the set function {{M|\bar{\mu}:\mathcal{S}\rightarrow\bar{\mathbb{R} }_{\ge 0} }} is a ''complete'' measure ({{AKA}}: {{M|\bar{\mu} }} is the ''measure induced by'' {{M|\mu^*}}). | ||
+ | * ''Theorem'' - Every set in {{M|\sigma_R(\mathcal{R})}} is {{M|\mu^*}}''-measurable'' (the {{sigma|ring}} generated by {{M|\mathcal{R} }}) | ||
+ | ** Alternatively: {{M|\sigma_R(\mathcal{R})\subseteq\mathcal{S} }} | ||
+ | * ''Theorem'' - {{M|1=\forall A\in\mathbf{H}(\mathcal{R})[\underbrace{\mu^*(A)}_{\text{Outer} }=\underbrace{\text{inf}\{\bar{\mu}(B)\ \vert\ A\subseteq B\in\mathcal{S}\} }_{\text{Induced by } \bar{\mu} }=\underbrace{\{\bar{\mu}(B)\ \vert\ A\subseteq B\in\sigma_R(\mathcal{R})\} }_{\text{Induced by } \bar{\mu} }]}} | ||
+ | ** That is to say that: | ||
+ | *** Outer measure induced by {{M|\bar{\mu} }} on {{M|\sigma_R(\mathcal{R})}} AND | ||
+ | *** the outer measure induced by {{M|\bar{\mu} }} on {{M|\mathcal{S} }} | ||
+ | *** agree with {{M|\mu^*}} | ||
+ | * ''completion of a measure'' - p55 | ||
+ | * ''Theorem: '' if {{M|\mu}} is a {{sigma|finite}} measure on a {{sigma|ring}} {{M|\mathbb{R} }} and if {{M|\mu^*}} is the outer measure it induces, then: | ||
+ | ** The ''completion'' of the extension of {{M|\mu}} to {{M|\sigma_R(\mathcal{R})}} is identical with {{M|\mu^*}} on the class of all {{M|\mu^*}}-measurable sets | ||
+ | ==Solutions== | ||
+ | <references group="Solution"/> |
Revision as of 20:05, 22 March 2016
Skeleton
- Ring of sets
- Sigma-ring
- additive set function
- measure, μ - extended real valued, non negative, countably additive set function defined on a ring of sets
- complete measure - μ is complete if:
- ∀A∈R∀B[B⊆A∧μ(A)=0⟹B∈R]
- complete measure - μ is complete if:
- hereditary system - a system of sets, E such that if E∈E then ∀F∈P(E)[F∈E]
- hereditary ring generated by
- subadditivity
- outer measure, μ∗ (p42) - extended real valued, non-negative, monotone and countably subadditive set function on an hereditary σ-ring with μ∗(∅)=0
- Theorem: If μ is a measure on a ring R and if:
- ∀A∈H(R)[μ∗(A)=inf{∑∞n=1μ(An) | (An)∞n=1⊆R∧A⊆⋃∞n=1An}] then μ∗ is an extension of μ to an outer measure on H(R)
- μ∗ is the outer measure induced by the measure μ
- Theorem: If μ is a measure on a ring R and if:
- μ∗-measurable - given an outer measure μ∗ on a hereditary σ-ring H a set A∈H is μ∗-measurable if:
- ∀B∈H[μ∗(B)=μ∗(A∩B)+μ∗(B∩A′)]
- PROBLEM: How can we do complementation in a ring?[Solution 1]
- Solution: Note that S∩T′=S−T, so Halmos is really saying:
- A∈H is μ∗-measurable if:
- ∀B∈H[μ∗(B)=μ∗(A∩B)+μ∗(B−A)]
- A∈H is μ∗-measurable if:
- ∀B∈H[μ∗(B)=μ∗(A∩B)+μ∗(B∩A′)]
- Theorem: if μ∗ is an outer measure on a hereditary σ-ring H and if S is the class of all μ∗-measurable sets, then S is a ring of sets
- Theorem: (p46) - S is a sigma-ring
- Theorem: - Every set of μ∗=0 belongs to S and the set function ˉμ:S→ˉR≥0 is a complete measure (AKA: ˉμ is the measure induced by μ∗).
- Theorem - Every set in σR(R) is μ∗-measurable (the σ-ring generated by R)
- Alternatively: σR(R)⊆S
- Theorem - ∀A∈H(R)[μ∗(A)⏟Outer=inf{ˉμ(B) | A⊆B∈S}⏟Induced by ˉμ={ˉμ(B) | A⊆B∈σR(R)}⏟Induced by ˉμ]
- That is to say that:
- Outer measure induced by ˉμ on σR(R) AND
- the outer measure induced by ˉμ on S
- agree with μ∗
- That is to say that:
- completion of a measure - p55
- Theorem: if μ is a σ-finite measure on a σ-ring R and if μ∗ is the outer measure it induces, then:
- The completion of the extension of μ to σR(R) is identical with μ∗ on the class of all μ∗-measurable sets
Solutions
- Jump up ↑ We only have to deal with A∩B′ which could just be Halmos abusing notation. If we take it literally ("B′:={x(∈?)|x∉B}") we may be able to work through this. Note that the intersection of sets is a subset of each set so A∩B′⊆A and is in fact =A−B, so what Halmos is really saying is:
- A∈H is μ∗-measurable if:
- ∀B∈H[μ∗(B)=μ∗(B∩A)+μ∗(B−A)]
- A∈H is μ∗-measurable if: