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Problems and solutions for a qualifying examination in real variables, held in august 2010. The problems cover topics such as weak convergence, lebesgue measure, banach spaces, and continuous functions. Students preparing for qualifying exams in mathematics or related fields may find this document useful for studying and reviewing key concepts.
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Qualifying Examination in Real Variables, August 2010
(1) (a) Give an example of a sequence (fn) in L 1 [0, 1] such that limn→∞ ‖fn‖L 1 = 0, but (fn) does not converge to 0 almost everywhere. (b) Show that if a sequence (fk) in L 1 [0, 1] satisfies ‖fk‖L 1 ≤ 2 −k^ for k ≥ 1, then fk → 0 almost everywhere. (2) Let E be a subset of [0, 1] with positive outer Lebesgue measure, i.e. m∗(E) > 0. Show that for each α ∈ (0, 1) there is an interval I ⊂ [0, 1] so that m∗(E ∩ I) ≥ α length(I).
(3) Let X be a Banach space and let (xn) be a sequence from X that converges weakly to 0. Prove that the sequence (‖xn‖) is bounded. (4) (a) Let (fn) be a bounded sequence in C[0, 1]. Prove that (fn) converges weakly to 0 ⇐⇒ (fn) converges pointwise to 0. (b) Assume that (fn) ⊂ C[0, 1] converges in the weak topology. Show that fn is norm convergent in L 1 [0, 1]. [For part (b) you may use problem (3).] (5) Let f : R → R be a measurable function such that for some C > 0 m{x : |f (x)| ≥ λ} ≤ Cλ−^2 , for all λ > 0. Prove that there is some C′^ > 0 so that ∫
E
|f (x)|dx ≤ C′
m(E), for all measurable E ⊂ R.
(6) Let f (x) be a continuous function on [0, 1] with a continuous derivative f ′(x). Given ε > 0, prove that there is a polynomial p(x) so that ‖f (x) − p(x)‖∞ + ‖f ′(x) − p′(x)‖∞ < ε.
(7) Let X be a non-empty complete metric space and let {fn : X → R}∞ n= be a sequence of continuous functions with the following prop- erty: for each x ∈ X, there exists an integer Nx so that {fn(x)}n≥Nx is either a monotone increasing or decreasing sequence. Prove that there is a non-empty open subset U ⊆ X and an integer N so that the sequence {fn(x)}n≥N is monotone for all x ∈ U. 1
(8) Assume that 1 ≤ p < ∞ and that a linear operator T : Lp[0, 1] → Lp[0, 1] is such that (T fn) converges almost every- where to 0 if (fn) converges almost everywhere to 0. Show that T is a bounded operator on Lp[0, 1]. (9) (a) State the Hahn Banach Theorem for real vector spaces. (b) Deduce from it the following corollary: Let X be a Banach space, Y ⊂ X a closed subspace and x ∈ X \ Y. Show that there is an x∗^ ∈ X∗^ so that x∗|Y ≡ 0 and x∗(x) = 1.
(10) Let U be the closed unit ball in the Banach space C[0, 1] of continuous real valued functions on the unit interval. Prove that the extreme points of U are the constant functions ±1. Prove that C[0, 1] is not a dual Banach space.
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