What conditions should vector x satisfy so that norm([x_2+alpha x_1,…,x_n+alpha x_1])_2 is bounded by a constant?

kalkulusk2

kalkulusk2

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2022-08-21

What conditions should vector x satisfy so that [ x 2 + α x 1 , , x n + α x 1 ] 2 is bounded by a constant?
Suppose that x = [ x 1 , , x n ] is a vector with norm less than or equal to one x 2 2 1. Let α [ 0 , 1 ] and define the following vector
y = [ x 2 + α x 1 , , x n + α x 1 ]
How can I find a non-trivial subset of x that, regardless of the value of α, would result in y 2 2 C where C is a constant that does not depend on n?
The above is satisfied when x 1 = = x n . For example, if x = [ 1 / n , , 1 / n ] then, we have y 2 2 = ( 1 + α ) 2 n × n = ( 1 + α ) 2 4. But I'm looking for a larger subset (or all x that satisfy the above conditions) than x 1 = = x n

Answer & Explanation

Mario Kerr

Mario Kerr

Beginner2022-08-22Added 5 answers

You just need the condition | x 1 | 1 / n and you get y 2 4. In fact,
y 2 = [ ( n 1 ) α 1 2 α ] x 1 2 + x 1 2 + 2 α x 1 x i
but
x i n x i 2 / n n
so
y 2 [ ( n 3 ) α 1 ] x 1 2 + 1 + 2 α x 1 n 4

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