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1Dimensions

The main references of this chapter are [Bishop,Peres; Fractals in Probability and Analysis,Chapter 1], [Evans,Gariepy; Measure Theory and fine properties of functions, Chapter 1 and 2], and [Mattila; Geometry of Sets and Measures in Euclidean Spaces–Fractals and Rectifiability, Chapter 3 and 4].

1.1

1.

Let and be such that ,and . For any set , define Show that is an outer measure.

1.2

1.

Let be a Borel regular measure on satisfying for any compact subset . Show that Property 1 implies Property 2. Property 1: If , then, for any , there exists a closed set such that Property 2: If is a subset of , then, for any , there exists an open set such that

2.

Let . Show that . As a result, there exists such that .

3.

If is Lipschitz, , and . Then In particular,

2Orthogonal projections

The main references of this chapter are [Folland; Real Analysis, Chapter 4 and Chapter 7], [Evans, Gariepy; Measure theory and fine properties of functions, Chapter 1], [Mattila; Geometry of Sets and Measures in Euclidean Spaces–Fractals and Rectifiability, Chapter 1 and 8], and [Hochman; Lectures on fractal geometry and dynamics, Chapter 7]

2.1

1.

Let be an LCH space, a compact subset of , and an open covering of . There is a partition of unity on subordinate to consisting of compactly supported functions.

2.2

1.

Let be an -Frostman measure on with , and . Show that

2.

Suppose that is an -Frostman measure. Let satisfy and . Show that are -Frostman measures (uniformly).

3.

Suppose that is an -Frostman measure on . Show that there exist two compact subsets and of with such that and are -Frostman measures.

2.3

1.

Let be a Borel set of -finite -measure. Prove that

2.

Prove that

3.

Let be the measure on with density . Let . Show that has density

3Differentiation of measures

The main references of this chapter are [Evans, Gariepy; Measure theory and fine properties of functions, Chapter 1 ], [Mattila; Geometry of Sets and Measures in Euclidean Spaces–Fractals and Rectifiability, Chapter 2]

3.1

1.

Let and be Radon measures on . Show that is a Borel function.

2.

Let and be Radon measures on . Suppose that . Show that

3.

Let and be Radon measures on .

(i)

Suppose . Show that

(ii)

Find and such that for some .

4Fourier Transforms

The main references of this chapter are [Folland; Real Analysis, Chapter 8], [Mattila; Fourier analysis and Hausdorff dimension, Chapter 3, Chapter 4, Chapter 5], and [Mattila 1987; Spherical averages of Fourier transforms of measures with finite energy; dimensions of intersections and distance sets]

4.1

1.

A measure is called continuous if each point has measure zero.

Suppose , and are non-negative Radon measures on , and that is continuous. Assume that as , for each . Then for all .

2.

[Steinhaus’s Theorem] Let be a measurable subset of such that its Lebesgue measure is positive. Then contains an open interval containing .

3.

Show that there exist compact sets with such that contains no interval .

4.2

1.

Let satisfy , , and . Let , and . Show that converges to weakly.

2.

Let . If there exists a constant such that, for some , we have Show that, for ,

5Self–similar sets

The main references of this chapter are [Hochman; Lectures on fractal geometry and dynamics, Chapter 5], [Bishop, Peres; Fractals in Probability and Analysis, Chapter 2], [Mattila; Fourier analysis and Hausdorff dimension, Chapter 9], and [Shen; Lectures on Bernoulli Convolution]

5.1

1.

Let . Show that , where .

2.

Let be a metric space, and . Then the following statements are equivalent.

(i)

is complete and totally bounded.

(ii)

Every sequence in has a subsequence convergent to a point in .

(iii)

is compact.

3.

Let be a sequence of lines in such that

(i) for any ,

and (ii) is convergent under the Hausdorff metric.

Show that the limit of is of the form for some line .

5.2

1.

Let be a finite set. For , we define , where is the largest number such that Let be the topology on induced by , and the standard product topology on . Show that .

5.3

1.

Show that the strong separation condition implies the open set condition.

2.

Suppose is an IFS of similitudes. For , we define . Fix , and define . Show that is a section.

3.

Suppose is a measurable space, and we call a -atom if , and for any with we have either or . Show that

(i)

Let be a -atom. Then for any with we have either or .

(ii)

When , and is a Borel measure, show that an -atom is a singleton with .