Homepage Solution manuals Terence Tao An Introduction to Measure Theory Exercise 1.2.21 (Lebesgue measure and linear transformations)

Exercise 1.2.21 (Lebesgue measure and linear transformations)

Let E d be a Lebesgue measurable set, let T : d d be a linear transformation. Show that the set T(E) d is Lebesgue measurable, and that

m (T(E)) = |det (T)| m(E)

Answers

We have to demonstrate that

| det T | × inf { n = 1 | B n | : E n = 1 B n B n  are boxes } = inf { i = 1 | C n | : T ( E ) n = 1 C n C n  are boxes }

In case that m ( E ) is infinite, the proof becomes trivial. Thus, assume that m ( E ) < . We use the fact that we have already proven this theorem for elementary sets in Exercise 1.1.11 (Jordan measure and linear transformations).

  • Pick an aribtrary 𝜖 > 0 . Pick an aribtrary n = 1 | B n | from the left-hand side corresponding to a box cover n = 1 B n of E . We give ourselves an epsilon of the room and demonstrate that det ( T ) n = 1 | B n | + 𝜖 is contained on the right-hand side. Notice that n = 1 T ( B n ) is a (not necessarily box) cover of T ( E ) , which is a countable union of Jordan measurable sets, and is thus Lebesgue measurable. We further have

    m ( n = 1 T ( B n ) ) n = 1 m ( T ( B n ) ) = lim N n = 1 N m ( T ( B n ) ) = det ( T ) × lim N n = 1 N m ( B n ) = det ( T ) × n = 1 m ( B n )

    Since n = 1 T ( B n ) is a Lebesgue measurable, we can spend an 𝜖 to find a box cover n = 1 C n ( 𝜖 ) such that n = 1 | C n ( 𝜖 ) | m ( n = 1 T ( B n ) ) 𝜖 . The cover n = 1 C n ( 𝜖 ) n = 1 T ( B n ) T ( E ) is contained in the right-hand side set, and we have

    n = 1 | C n ( 𝜖 ) | det ( T ) n = 1 | B n | 𝜖

  • If T is not invertible, then its has a determinant of 0 , and it sends some cover n = 1 T ( B n ) to a low dimensional box cover of Lebesgue measure zero. Thus, consider the case where T is invertible. Then T 1 enjoys all of the properties that T does, and the proof of this direction is similar to the first part (e.g. we use that fact that if n = 1 C n is a box cover of T ( E ) , then n = 1 T 1 ( C n ) is a Lebesgue measurable cover of E ).
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2020-08-22 00:00
Comments
  • One needs to demonstrate that $T(E)$ is Lebesgue measurable as in Exercise 1.1.11 before calculating its measure.
    isn2024-12-11