querent

Spam yourself with math PhD qualifying-exam questions.

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Stanford Fall 2019, 3 Real analysis, reflexivity, Banach spaces

Prove that a closed linear subspace of a reflexive Banach space is reflexive.

Stanford Fall 2019, 3 Real analysis, Lp spaces, convergence in measure

For (๐‘‹,๐œ‡) a measure space with ๐œ‡(๐‘‹)<โˆž, show that if ๐‘“๐‘–โ†’๐‘“ in measure and sup๐‘–โ€–๐‘“๐‘–โ€–๐ฟ๐‘<โˆž for some ๐‘>1 then ๐‘“๐‘–โ†’๐‘“ in ๐ฟ1.

Stanford Fall 2019, 4 Real analysis, distributions, distributional derivatives

Suppose ๐‘“โˆˆ๐’Ÿ๏ธ€โ€ฒ(โ„), with ๐’Ÿ๏ธ€โ€ฒ(โ„) denoting the space of distributions on โ„.

(a) Show that there exists ๐‘ขโˆˆ๐’Ÿ๏ธ€โ€ฒ(โ„) such that ๐‘ขโ€ฒ=๐‘“.

(b) Show that if ๐‘ฃโ€ฒ=๐‘“ as well, then ๐‘ขโˆ’๐‘ฃ is a distribution given by a constant function.

Stanford Fall 2019, 4 Real analysis, monotone functions, continuity

Suppose that ๐‘“:[0,โˆž)โ†’[0,โˆž) is continuous and for any ๐‘ฅ in [0,โˆž) the sequence ๐‘“(๐‘ฅ),๐‘“(2๐‘ฅ),๐‘“(3๐‘ฅ),โ€ฆ tends to zero. Show that lim๐‘ฅโ†’โˆž๐‘“(๐‘ฅ)=0.

Stanford Fall 2019, 5 Real analysis, Sobolev spaces, Fourier transform

For ๐‘ โ‰ฅ0 define ๐ป๐‘ (โ„๐‘›) to be the subspace of ๐ฟ2(โ„๐‘›) consisting of ๐‘“โˆˆ๐ฟ2(โ„๐‘›) with

โˆซโ„๐‘›(1+|๐œ‰|2)๐‘ |๐‘“ฬ‚(๐œ‰)|2d๐œ‰<โˆž,

and let โ€–๐‘“โ€–๐ป๐‘ (โ„๐‘›)โ‰”โ€–(1+|๐œ‰|2)๐‘ /2๐‘“ฬ‚(๐œ‰)โ€–๐ฟ2(โ„๐‘›), where ๐‘“ฬ‚ denotes the Fourier transform of ๐‘“.

(a) Prove that there is no continuous map

๐‘ƒ:๐ฟ2(โ„๐‘›)ร—๐ฟ2(โ„๐‘›)โ†’๐ฟ2(โ„๐‘›)

so that ๐‘ƒ(๐‘ข,๐‘ฃ)=๐‘ข๐‘ฃ for ๐‘ข,๐‘ฃโˆˆ๐ถ0โˆž(โ„๐‘›) (compactly supported smooth functions).

(b) On the other hand, for ๐‘ >๐‘›/2, show that there is a continuous map

๐‘ƒ:๐ป๐‘ (โ„๐‘›)ร—๐ป๐‘ (โ„๐‘›)โ†’๐ป๐‘ (โ„๐‘›)

so that ๐‘ƒ(๐‘ข,๐‘ฃ)=๐‘ข๐‘ฃ for ๐‘ข,๐‘ฃโˆˆ๐ถ0โˆž(โ„๐‘›).

Hint: First prove that for ๐‘>0, there is ๐ถ=๐ถ(๐‘) so that

(1+|๐œ‰|2)๐‘โ‰ค๐ถ(1+|๐œ‰โˆ’๐œ‰โ€ฒ|2)๐‘+๐ถ(1+|๐œ‰โ€ฒ|2)๐‘,

for any ๐œ‰,๐œ‰โ€ฒโˆˆโ„๐‘›.

Stanford Fall 2019, 5 Real analysis, Fourier transform, Sobolev spaces, interpolation inequalities

(a) Show that for each ๐ฟ>0 there exists ๐ถ๐ฟ so that if ๐‘“โˆˆ๐ถ๐‘โˆž(โ„) and the support of ๐‘“ is contained inside the interval [โˆ’๐ฟ,๐ฟ] then

โˆซโˆ’๐ฟ๐ฟ|๐‘“(๐‘ฅ)|2d๐‘ฅโ‰ค๐ถ๐ฟโˆซโˆ’๐ฟ๐ฟ|๐‘“โ€ฒ(๐‘ฅ)|2d๐‘ฅ.

(b) Assume that an inequality of the form โ€–๐‘“โ€–๐ฟ2โ‰ค๐ถโ€–๐‘“โ€–๐ฟ1๐‘Žโ€–โˆ‡๐‘“โ€–๐ฟ2๐‘ holds for all ๐‘“ in the Schwartz class ๐’ฎ๏ธ€(โ„๐‘›). Find the only possible values of ๐‘Ž and ๐‘ โ€” note that they depend on the dimension ๐‘›.

(c) Use the Plancherel identity to show that if ๐‘“ฬ‚(๐œ‰)=0 for |๐œ‰|โ‰ค๐‘… then โ€–๐‘“โ€–๐ฟ22โ‰ค๐ถ1๐‘…2โ€–โˆ‡๐‘“โ€–๐ฟ22, and that if ๐‘“ฬ‚(๐œ‰)=0 for |๐œ‰|โ‰ฅ๐‘…, then โ€–๐‘“โ€–๐ฟ22โ‰ค๐ถ1๐‘…๐‘›โ€–๐‘“โ€–๐ฟ12, with a constant ๐ถ1 that depends only on the dimension ๐‘›. Combine these estimates to prove an inequality of the form โ€–๐‘“โ€–๐ฟ2โ‰ค๐ถโ€–๐‘“โ€–๐ฟ1๐‘Žโ€–โˆ‡๐‘“โ€–๐ฟ2๐‘ with ๐‘Ž and ๐‘ you have found in part (b), and a constant ๐ถ that depends only on the dimension ๐‘›.

Stanford Fall 2021, 1 Real analysis, Lebesgue measure, Fourier transform

Two short problems:

(a) Suppose (๐‘‹,โ„ฌ๏ธ€,๐œ‡) is a measure space and ๐‘“ is a non-negative measurable function. Show that

lim๐‘›โ†’โˆžโˆซ๐‘‹๐‘›log(1+๐‘“/๐‘›)d๐œ‡=โˆซ๐‘‹๐‘“d๐œ‡.

(b) Suppose that ๐‘“โˆˆ๐ฟ1(โ„). Show that the Fourier transform of ๐‘“, given by ๐‘“ฬ‚(๐œ‰)=โˆซโ„๐‘’โˆ’๐‘–๐‘ฅ๐œ‰๐‘“(๐‘ฅ)d๐‘ฅ, ๐œ‰โˆˆโ„, is continuous and lim|๐œ‰|โ†’โˆž๐‘“ฬ‚(๐œ‰)=0.

Stanford Fall 2021, 1 Real analysis, Banach spaces, dual spaces, reflexivity

Suppose that ๐‘‹ is a Banach space.

(a) Show that the natural inclusion ๐œ„:๐‘‹โ†’๐‘‹โˆ—โˆ—, given by (๐œ„(๐‘ฅ))(๐œ†)=๐œ†(๐‘ฅ), ๐‘ฅโˆˆ๐‘‹, ๐œ†โˆˆ๐‘‹โˆ—, is an isometry.

(b) Show that if ๐‘‹ is a Banach space and ๐‘‹โˆ—=๐‘‹โˆ—โˆ—โˆ— (under the natural inclusion) then ๐‘‹=๐‘‹โˆ—โˆ—.

Stanford Fall 2021, 2 Real analysis, compact operators, bounded operators, Banach spaces

(a) Suppose ๐‘‹ is a Banach space, ๐ด๐‘›โˆˆโ„’๏ธ€(๐‘‹) are compact operators, ๐‘›โˆˆโ„•. Suppose {๐ด๐‘›}๐‘›โˆˆโ„• converges to ๐ดโˆˆโ„’๏ธ€(๐‘‹) in the operator norm topology. Show that ๐ด is compact.

(b) Give (with proof) an example of a sequence {๐ด๐‘›}๐‘›โˆˆโ„• of compact operators on a Banach space ๐‘‹ converging to a non-compact operator ๐ดโˆˆโ„’๏ธ€(๐‘‹) in the strong operator topology.

Stanford Fall 2021, 2 Real analysis, maximal function, Lebesgue measure, Lp spaces

Let ๐œ‡ be the Lebesgue measure on โ„๐‘›, ๐ต๐‘Ÿ(๐‘ฅ)={๐‘ฆโˆˆโ„๐‘›:|๐‘ฆโˆ’๐‘ฅ|<๐‘Ÿ}. For ๐‘“โˆˆ๐ฟloc1(โ„๐‘›), define the maximal function

๐‘€๐‘“(๐‘ฅ)=sup๐‘Ÿ>01๐œ‡(๐ต๐‘Ÿ)โˆซ๐ต๐‘Ÿ(๐‘ฅ)|๐‘“|.

(a) Show that there is ๐ถ>0 (depending only on ๐‘›) so that if ๐‘“โˆˆ๐ฟ1(โ„๐‘›) then

๐œ‡({๐‘ฅ:๐‘€๐‘“>๐‘ก})โ‰ค๐ถ๐‘กโˆ’1โ€–๐‘“โ€–๐ฟ1.

(b) For any non-zero ๐‘“โˆˆ๐ฟ1(โ„๐‘›), show that ๐‘€๐‘“ is not in ๐ฟ1(โ„๐‘›).

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