how do i find argmax?
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shikhar
le 21 Mai 2013
Modifié(e) : James Tursa
le 18 Mai 2021
how do i find argmax of, say x=[1 2] without any user defined function?
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Walter Roberson
le 21 Mai 2013
[argvalue, argmin] = min(x);
[argvalue, argmax] = max(x);
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Lukasz Laszko
le 28 Oct 2019
Modifié(e) : Lukasz Laszko
le 28 Oct 2019
I'm afraid the answer by Walter Roberson is not correct. According to docs the second returned value contains indices of the minimum/maximum values of x. So to find argmax, you need to call x(max_ind),
eg.
x=0.1:.01:4*pi;
[max_val max_ind]=max(cos(x))
argmax=x(max_ind)
-->> max_val=1
-->> argmax=2pi
-->> max_ind=619
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James Tursa
le 17 Mai 2021
Modifié(e) : James Tursa
le 18 Mai 2021
@Lukasz Laszko Argmax is defined as the elements of the domain (i.e., in this case the indexes) where the function (i.e., in this case the vector) obtains the maximum. See these definitions:
Walter's answer is correct according to these definitions.
Your use of cos(x) introduces another function inbetween that was not part of the original question. Did the original question have cos(x) that was subsequently edited out?
Walter Roberson
le 18 Mai 2021
In the case a function that is effectively f(x(K)) and what you wanted was the x(K) then it would not be unreasonable to take
fx = f(x);
[~, argidx] = max(fx);
argmax = x(argidx);
This adds an extra level of indirection, but it would be a common one.
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