Back
ExamFull examExam paper only

06 07 2022 E TS

Full exam for SYSTEMS AND METHODS FOR BIG AND UNSTRUCTURED DATA in the Computer Engineering degree programme at Politecnico di Milano. The document covers: Real and Functional Analysis Master Degree Program in Mathematical Engineering, a.y. 2021/22 6/7/2022 Exercises Exercise 1. (7 points) Consider the measurable space ([0, +∞),L([0, +∞))) with the Lebesgue measure. Given the sequence of functions fn(x) = xe−x2[1+ x n ] −1

SYSTEMS AND METHODS FOR BIG AND UNSTRUCTURED DATAFull exam

Document information

What's included in this study material

Full exam for SYSTEMS AND METHODS FOR BIG AND UNSTRUCTURED DATA in the Computer Engineering degree programme at Politecnico di Milano. The document covers: Real and Functional Analysis Master Degree Program in Mathematical Engineering, a.y. 2021/22 6/7/2022 Exercises Exercise 1. (7 points) Consider the measurable space ([0, +∞),L([0, +∞))) with the Lebesgue measure. Given the sequence of functions fn(x) = xe−x2[1+ x n ] −1

Import quality: text was extracted directly from the original document.

Extracted content from the document

Representative passages recognised in different parts of the material. The full extracted text remains available to search, while this compact preview makes the page easier to read.

Page 1

Real and Functional Analysis Master Degree Program in Mathematical Engineering, a.y. 2021/22 6/7/2022 Exercises Exercise 1. (7 points) Consider the measurable space ([0, +∞),L([0, +∞))) with the Lebesgue measure. Given the sequence of functions fn(x) = xe−x2[1+ x n ] −1 χ[0,n](x), x ∈ [0, +∞), n ∈ N0, 1. study the convergence a.e. of{fn}n∈N0 in [0, +∞) and prove that, for anyn∈ N0, the function fn is integrable in[0, +∞). 2. Study the convergences inL1([0, +∞)) and in measure of{fn}n∈N0 in [0, +∞). 3. Compute, if it exists finite, the following limit lim n→+∞ ∫ +∞ 0 fn(x) dx. Solution. (1) We have that1+ x n→ 1 andχ[0,n](x)→ 1 asn→ +∞, for allx∈ [0, +∞). Thus,fn(x) converges tof (x) = xe−x2 for anyx∈ [0, +∞), asn→ +∞. Hencef is the limit a.e. of{fn}n∈N in [0, +∞). -Integrability. Note that, for anyn∈ N0, ∫ ∞ 0 |fn(x)|dx = ∫ n 0 xe−x2[1+ x n ] −1 dx. Sincex↦→xe−x2[1+ x n ] −1 is continuous in the compact set[0,n ], it follows that it is Lebesgue integrable over [0,n ]. Thusfn∈L1([0, +∞)). (2) We can proceed for instance in two ways denoted by (a) or (b), both leads to the conclusion that fn are integrable for anyn∈ N0. (a) We notice thatχ[0,n](x)≤ 1 for anyn∈ N0,x∈ [0, +∞); moreover, for any fixedx∈ [0, +∞), we have thatx2[ 1 + x n ]−1 increases asn increases. Hence, for any fixedx∈ [0, +∞), we have xe−x2[1+ x n ] −1 decreases asn increases; in particular xe−x2[1+ x n ] −1 ≤xe−x2 (1+x)−1 , ∀x∈ [0, +∞), n∈ N0. 1 We thus have that |fn(x)| =fn(x)≤xe−x2 (1+x)−1 =:g(x) ∀x∈ [0, +∞), n∈ N0. Sinceg(x)∼xe−x asx→ +∞and ∫ +∞ 0 xe−x dx = 1 < +∞(byparts)thenalso ∫ +∞ 0 g(x) dx converges by asymptotic comparison test, henceg is integrable in[0, +∞) and so isfn for any n∈ N0. (b) We notice thatfn(x) = 0 if x∈ (n, +∞); while, forx∈ [0,n ], n∈ N0, we have 1 + x n≤ 1 + n n = 2, hence x2 [ 1…

Preview

First page of the document.

First page: 06 07 2022 E TS