Power iteration in Matlab.
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How can I implement the power iteration method in matlab? I have a vector, v and a matrix, G, I need to multiply them together using the answer in the previous iterate continuously until it converges to a constant vector. So about 20-30 iterations will need to be done.
v = 0.2669 0.1413 0.3570 0.3836 0.5105 0.6112
G =
0.1667 0.1667 0.1667 0.1667 0.1667 0.1667
0.8750 0.0250 0.0250 0.0250 0.0250 0.0250
0.8750 0.0250 0.0250 0.0250 0.0250 0.0250
0.3083 0.5917 0.0250 0.0250 0.0250 0.0250
0.8750 0.0250 0.0250 0.0250 0.0250 0.0250
0.3083 0.3083 0.3083 0.0250 0.0250 0.0250
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采纳的回答
Walter Roberson
2016-2-10
r = v;
for K = 1 : 30
r = r * G;
end
1 个评论
Torsten
2016-2-11
Note that the vector r in the power iteration method must be normalized in each step:
r = r/norm(r);
Best wishes
Torsten.
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