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math105-s22:hw:hw8

HW 8

1. Read appendix F about Littlewood's three principles, and write some comments about it in your webpage (for example, a summary of what this is about, or questions)

2. Do Pugh Ex 83

3. Let (Rn,1)(\R^n, | \cdot |_{1}) be the normed vector space where (x1,,xn)1:=ixi|(x_1, \cdots, x_n)|_{1}: = \sum_i |x_i| . Let T:RnRnT: \R^n \to \R^n be a linear operator, given by the matrix TijT_{ij}, that sends (xi)(x_i) to (yj)(y_j), where yi=jTijxjy_i = \sum_j T_{ij} x_j. How to compute T\|T \|?

  • optional: if we use max\| - \|_{max} norm on Rn\R^n, how to compute the operator norm T\|T\|?

4. Read about Hölder inequality and Minkowski inequality. In the simplest setting, we have

  • (Hölder inequality), for p,q1p,q \geq 1 that 1/q+1/p=11/q+1/p=1, we have

(i=1nxiyi)(ixip)1/p(iyiq)1/q (\sum_{i=1}^n |x_i y_i|) \leq (\sum_i |x_i|^p)^{1/p} (\sum_i |y_i|^q)^{1/q}

  • (Minkowski inequality) for any p1p\geq 1, (i=1nxi+yip)1/p(ixip)1/p+(iyip)1/p(\sum_{i=1}^n |x_i + y_i|^p)^{1/p} \leq (\sum_i |x_i|^p)^{1/p} + (\sum_i |y_i|^p)^{1/p}

Read about the proof (in wiki, or any textbook about functional analysis, say Folland). Why it works?

math105-s22/hw/hw8.txt · Last modified: 2022/03/11 20:50 by pzhou