Tuesday, September 23, 2014

How do you find the norm of a vector?What a norm looks like compared to the vector graphically.

The  definitions  for the norm of different  types of
norms could be combined and given as below:


Let  v  be an n
dimensional vector  such that v = (x1,x2,x3,...xn).


Then 
the pth norm of v  is given by ||v||p = | {|x1| ^p+|x2|^p+|x3|^p+......|xn|^p}^(1/p)
.


Example:


v =
(3,4).


To find the first two norms of the vector
v.


||v||1 = {|3|+|4|} =
7


||v||2 = {|3|^2+|4|^2} ^(1/2) = 
5.

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