Orthogonal Basis and Inner Products

  • Thread starter Thread starter TranscendArcu
  • Start date Start date
  • Tags Tags
    Basis Orthogonal
Join the discussion
Registration is free. Ask a follow-up in this thread, or start your own.
3 replies · 3K views
TranscendArcu
Messages
277
Reaction score
0

Homework Statement



Skjermbilde_2012_03_03_kl_11_28_16_AM.png


The Attempt at a Solution

Since A is a vector in V and since the [itex]A_i[/itex] form a basis, we can write A as a linear combination of the [itex]A_i[/itex]. We write [itex]A = x_1 A_1 + ... + x_n A_n[/itex]. Thus, we have,

[itex]<x_1 A_1 + ... + x_n A_n,A_i> = 0 = x_1 <A_1,A_i> + ... + x_n <A_n,A_i>[/itex]. Because two orthogonal vectors, when multiplied via inner product together give the zero vector, we simplify,

[itex]0 = x_i <A_i,A_i>[/itex]. Because we have presumed that the [itex]A_i ≠ 0[/itex], we cannot have [itex]<A_i,A_i> = 0[/itex], so we must have that the [itex]x_i = 0[/itex]. So we have [itex]<A,A_i> = <x_1 A_1 + ... + x_n A_n,A_i> = 0 = x_1 <A_1,A_i> + ... + x_n <A_n,A_i> = x_i <A_i,A_i> = 0 <A_i,A_i> = <0,A_i> = 0. Which shows that A = 0. <br /> <br /> I don't know if I've done this correctly. I feel like it's not entirely convincing towards the end. Advice?[/itex]
 
Physics news on Phys.org
TranscendArcu said:

Homework Statement



Skjermbilde_2012_03_03_kl_11_28_16_AM.png


The Attempt at a Solution

Since A is a vector in V and since the [itex]A_i[/itex] form a basis, we can write A as a linear combination of the [itex]A_i[/itex]. We write [itex]A = x_1 A_1 + ... + x_n A_n[/itex]. Thus, we have,

[itex]<x_1 A_1 + ... + x_n A_n,A_i> = 0 = x_1 <A_1,A_i> + ... + x_n <A_n,A_i>[/itex]. Because two orthogonal vectors, when multiplied via inner product together give the zero vector, we simplify,

[itex]0 = x_i <A_i,A_i>[/itex]. Because we have presumed that the [itex]A_i ≠ 0[/itex], we cannot have [itex]<A_i,A_i> = 0[/itex], so we must have that the [itex]x_i = 0[/itex].

you're fine up to here.

So we have [itex]<A,A_i> = <x_1 A_1 + ... + x_n A_n,A_i> = 0 = x_1 <A_1,A_i> + ... + x_n <A_n,A_i> = x_i <A_i,A_i> = 0 <A_i,A_i> = <0,A_i> = 0[/itex]. Which shows that A = 0.

I don't know if I've done this correctly. I feel like it's not entirely convincing towards the end. Advice?

at this point, stop thinking about the "inner products", and start thinking about which linear combination of the Ai, A has to be.
 
TranscendArcu said:

Homework Statement



Skjermbilde_2012_03_03_kl_11_28_16_AM.png


The Attempt at a Solution

Since A is a vector in V and since the [itex]A_i[/itex] form a basis, we can write A as a linear combination of the [itex]A_i[/itex]. We write [itex]A = x_1 A_1 + ... + x_n A_n[/itex]. Thus, we have,

[itex]<x_1 A_1 + ... + x_n A_n,A_i> = 0 = x_1 <A_1,A_i> + ... + x_n <A_n,A_i>[/itex]. Because two orthogonal vectors, when multiplied via inner product together give the zero vector, we simplify,

[itex]0 = x_i <A_i,A_i>[/itex]. Because we have presumed that the [itex]A_i ≠ 0[/itex], we cannot have [itex]<A_i,A_i> = 0[/itex],
You can say more than that- since you are told that the basis is "orthonormal", you know that [itex]<A_i, A_i>= 1[/itex]

so we must have that the [itex]x_i = 0[/itex]. So we have [itex]<A,A_i> = <x_1 A_1 + ... + x_n A_n,A_i> = 0 = x_1 <A_1,A_i> + ... + x_n <A_n,A_i> = x_i <A_i,A_i> = 0 <A_i,A_i> = <0,A_i> = 0. Which shows that A = 0. <br /> <br /> I don't know if I've done this correctly. I feel like it's not entirely convincing towards the end. Advice?[/itex]
[itex] Once you have [itex]x_i= 0[/itex] for all x, you have immediately that [itex]A= 0A_1+ 0A_2+ ...= 0[/itex][/itex]
 
Okay. That makes sense. Thank you both.

This problem is related to the idea of the inner product. I don't think I need any help on the first parts, but I'd like to talk about the third part of the problem.

Skjermbilde_2012_03_03_kl_1_15_53_PM.png


So, finding the length of a given vector given this inner product:
[itex]<(x,y),(x,y)> = 5x^2 + y^2[/itex].

Taking the length, we have

[itex]|(x,y)| = \sqrt{5x^2 + y^2}[/itex], which we define as equaling 1. Squaring both sides we find,

[itex]5x^2 + y^2 = 1[/itex]. I think this is the equation of the circle, but I'm not sure. If it is, then my picture has y-intercepts at 1,-1 and x-intercepts at .5,-.5.

Is this correct?