Matrix Multiplication with large vectors

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amberly hadden
amberly hadden el 11 de Mayo de 2015
Comentada: Walter Roberson el 15 de Mayo de 2015
Hi,
If I have following problem how can I formulate it in matlab
A=
1 3
2 4
b=
xi
yi
where xi and yi are column vectors with lets say 100 values in each how can I input this problem in Matlab by using following formula
[z1 = A*b
z2]
Please note I have very large martix with vectors xi and yi and I want out put two matrices z1 and z2
Thanks in advance, jay
thanks
  3 comentarios
amberly hadden
amberly hadden el 11 de Mayo de 2015
Editada: Walter Roberson el 11 de Mayo de 2015
Thanks walter,
So here is the thing
zi = [1 2; 3 4]*[xi;yi]
so z1 = 1*xi+2*yi
z2 = 3*xi+4*yi
coz z1 and z2 are two vectors of same size as xi and yi respectively.
Thanks very much for your guidence
Walter Roberson
Walter Roberson el 11 de Mayo de 2015
There seems to be some confusion about whether xi and yi are row vectors or column vectors. You said column vectors before, but [xi;yi] would create a single column vector of the two combined, with [xi,yi] producing two columns from two column vectors.

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Respuesta aceptada

Walter Roberson
Walter Roberson el 15 de Mayo de 2015
T = arrayfun(@(x,y) A*[x;y], xi, yi, 'Uniform', 0);
z1z2 = vertcat(T{:});
z1 = z1z2(:,1);
z2 = z1z2(:,2);
However, this formulation of the code would not be efficient if you had a small A and long vectors. In your actual situation, what size() is your A ?
  2 comentarios
amberly hadden
amberly hadden el 15 de Mayo de 2015
thanks, Walter apreciated
Walter Roberson
Walter Roberson el 15 de Mayo de 2015
In the case of A being 2 x 2, it is faster just to write out the values
z1 = A(1,1) * xi + A(2,1) * yi;
z2 = A(1,2) * xi + A(2,2) * yi;

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Más respuestas (1)

Thorsten
Thorsten el 12 de Mayo de 2015
Editada: Thorsten el 12 de Mayo de 2015
A = [1 2; 3 4];
xi = 10;
yi = 20;
x = [xi; yi];
z1 = A(1,:)*x;
z2 = A(2,:)*x;
or
z = A*x;
z1 = z(1);
z2 = z(2);
  1 comentario
amberly hadden
amberly hadden el 15 de Mayo de 2015
Editada: Walter Roberson el 15 de Mayo de 2015
Sorry I was away so could not follow up...
[z1
z2] = [1 2
3 4]*[xi
yi] xi = x1,x2,x3....x100 yi = y1,y2,y3..y100
2*2 matrix need to multiply by column vector (one in a sense but infect data has two of them) like
[a
b]

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