reshape() error in the function created by matlabFunction()

6 次查看(过去 30 天)
matlabFunction() has generated for me AmplAndDers() to be used in fminunc(). The very first objective function evaluation fails:
Error using reshape
Number of elements must not change. Use [] as one of the size inputs to automatically calculate the appropriate size for that dimension.
Error in AmplAndDers (line 93)
Hess = reshape([-t2.*t3.*t4. ... .*(3.0./4.0)],[4,4]);
The signature of the function is:
function [Ampl,GradA,Hess] = AmplAndDers(C1_0,C2_0,R1_0,R2_0,w,x1,x2,x3,x4)
I call it with a w being an array. Two other outputs are returned correctly. I do not understand what does the above suggestion mean:
Use [] as one of the size inputs to automatically calculate the appropriate size for that dimension.
If I manually change the above reshape() call to end with:
...*(3.0./4.0)],[4,4,length(w)]);
the program runs OK.
How can avoid the manual intervention?
  4 个评论
Valeri Aronov
Valeri Aronov 2021-8-24
编辑:Valeri Aronov 2021-8-24
This is the script that creates the function in question:
syms s
syms C1 C2 R1 R2 w real
syms C1_0 C2_0 R1_0 R2_0 real
syms T(s, C1, C2, R1, R2)
T(s, C1, C2, R1, R2) = 1/(C1*C2*R1*R2*s^2 + (C2*R1 + C2*R2)*s + 1);
A = abs(T(1j*w, C1, C2, R1, R2));
A = rewrite(A, 'sqrt')
syms x1 x2 x3 x4 real
x=[x1,x2,x3,x4];
A = subs(A, [C1, C2, R1, R2], [C1_0, C2_0, R1_0, R2_0] .*x);
Ampl = A;
GradA = gradient(A, x);
Hess = hessian(A, x);
x0 = [0.1e-6, 1.5e-9, 16000, 11000];
f = logspace(1,5,101);
A_Init = double(abs(T(1j*f, x0(1), x0(2), x0(3), x0(4))));
% Covert symbolic functions to the function
matlabFunction(Ampl, GradA, Hess, 'File', 'AmplAndDers');
This how I tried to follow MATLAB hint and failed:
% matlabFunction(Ampl, GradA, Hess, 'File', 'AmplAndDers', 'Vars', {C1_0,C2_0,R1_0,R2_0,w[],x1,x2,x3,x4});
Thanks
Valeri Aronov
Valeri Aronov 2021-8-24
Oops. The call is here:
function [x, fval] = OptimizeFilter(A0, f, x0)
options = optimoptions('fminunc','Algorithm','trust-region','SpecifyObjectiveGradient',true, HessianFcn','objective');
[x,fval,exitflag,output] = fminunc(@Target, [1,1,1,1], options)
function y = Target(x)
[aCurrent, GradW, HessW] = AmplAndDers(x0(1), x0(2), x0(3), x0(4), f, x(1), x(2), x(3), x(4));
...
end
end

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采纳的回答

Valeri Aronov
Valeri Aronov 2021-9-3
The error is known to MATLAB and will be fixed in the future

更多回答(1 个)

KSSV
KSSV 2021-8-21
Read the documentation of reshape and understand it. The error is clear, you are trying to create extra elements than present in the array while reshaping.
Example:
A = rand(1,25) ;
B = reshae(A,5,5) ; % 5*5 = 25, no error as same elements present
C = reshape(A,6,5) ; % 6*5 = 30, error as A as 30 elements only.
  1 个评论
Valeri Aronov
Valeri Aronov 2021-8-21
编辑:Valeri Aronov 2021-8-22
The body of AmplAndDers() function and the reshape() call code in it is generated by matlabFunction(). I can't see how reading the documentation of reshape() can possibly help me. And, yes, the error is clear indeed.

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