I trying to use lsqcurvefit on matrix with Pi groups.
I'm VERY new to using Matlab but I have tried to do this:
(xdata=30x5, ydata = 30x1)
xdata=[PI2, PI3, PI4, PI5, PI6]'
ydata=PI1
myfun = #(x,xdata) x(1).*(xdata(:,1).^(x(2))).*(xdata(:,2).^(x(3))).*(xdata(:,3).^(x(4))).*(xdata(:,4).^(x(5))).*(xdata(:,5).^(x(6)))+x(7)
x0 = [0; 2.5];
[x] = lsqcurvefit(myfun,x0,xdata,ydata)
I get following errors:
Index exceeds the number of array elements (2).
Error in
AnalysisBasic>#(x,xdata)x(1).(xdata(:,1).^(x(2))).(xdata(:,2).^(x(3))).(xdata(:,3).^(x(4))).(xdata(:,4).^(x(5))).(xdata(:,5).^(x(6)))+x(7)
(line 83)
myfun = #(x,xdata)
x(1).(xdata(:,1).^(x(2))).(xdata(:,2).^(x(3))).(xdata(:,3).^(x(4))).(xdata(:,4).^(x(5))).(xdata(:,5).^(x(6)))+x(7)
Error in lsqcurvefit (line 225)
initVals.F = feval(funfcn_x_xdata{3},xCurrent,XDATA,varargin{:});
Error in AnalysisBasic (line 86)
[x] = lsqcurvefit(myfun,x0,xdata,ydata)
Caused by:
Failure in initial objective function evaluation. LSQCURVEFIT cannot continue.
What do I do wrong?
Equation
Related
I need to compute this kind of integral
I defined the two f(x,y) and g(x,y) inside a single function
h = {#(x,y) f, #(x,y) g};
where f and g are formulas defined before. In this way I have a 1x2 cell and I want to compute the scalar product as
F = #(x,y) dot(h,E)
where E is a vector 2x1 and then integrate
int = integral2(F,a,b,c,d);
giving me this error
Undefined function 'conj' for input arguments of type 'cell'.
Error in dot (line 37)
c = sum(conj(a).*b);
Error in tm_np>#(R,PHI)dot(e_n_even,E)
Error in integral2Calc>integral2t/tensor (line 228)
Z = FUN(X,Y); NFE = NFE + 1;
Error in integral2Calc>integral2t (line 55)
[Qsub,esub] = tensor(thetaL,thetaR,phiB,phiT);
Error in integral2Calc (line 9)
[q,errbnd] = integral2t(fun,xmin,xmax,ymin,ymax,optionstruct);
Error in integral2 (line 106)
Q = integral2Calc(fun,xmin,xmax,yminfun,ymaxfun,opstruct);
I don't understand why is giving me this error. As result of the integral I should have a 2x1 vector
The problem is the generation of your data. integral2 accepts only functions that get #(x,y) as vector input and return the same size. in your case h is already not that, and F has no #(x,y) inputs (well, it has, but you decided not to pass them to h!!!).
% sample data
f=#(x,y)x.^2+y;
g=#(x,y)y.^2+x+3;
E=[3 1];
% Create auxiliary fucntion
mydot=#(x,y)(f(x,y).*E(1)+g(x,y).*E(2));
% work
int = integral2(mydot,0,3,1,5);
Starting from the vector Psi_0 I define the propagated vector as Psi (t) = exp{-iHt} Psi_0, where H is the Adjacency matrix (but I think it is irrelevant to my problem here). I need to calculate
1/tau * int^tau_0 |<j|psi(t)>|^2 dt
I tried to do this in the following way but it doesn't work
psi_0 = diag(eye(N))/N;
Psi_t = zeros(N);
Psi_sqared = #(t) (expm(1j*A*t)*psi_0).*(expm(-1j*A*t)*psi_0);
c_tqw = integral(Psi_sqared, 0, 10000)/10000;
The error is the following
Error using *
Incorrect dimensions for matrix multiplication. Check that the number of columns in the first matrix matches the number of rows in the
second matrix. To perform elementwise multiplication, use '.*'.
Error in centrality_measure>#(t)(expm(1j*A*t)*psi_0).*(expm(-1j*A*t)*psi_0)
Error in integralCalc/iterateScalarValued (line 314)
fx = FUN(t);
Error in integralCalc/vadapt (line 132)
[q,errbnd] = iterateScalarValued(u,tinterval,pathlen);
Error in integralCalc (line 75)
[q,errbnd] = vadapt(#AtoBInvTransform,interval);
Error in integral (line 88)
Q = integralCalc(fun,a,b,opstruct);
Error in centrality_measure (line 75)
c_tqw = integral(Psi_sqared, 0, 10000)/10000;
Any suggestion to avoid this error?
I want to plot the following function B(r,theta,phi) in spherical coordinates.
Bo = 1;
a = 1; % m
lambda = 1; % m^-1
syms r theta;
Br = 2*Bo*(a/r)*besselj(1,lambda*r)*cos(theta)
Bth = -Bo*(a/r)*diff(r*besselj(1,lambda*r),r)*sin(theta)
Bph = lambda*a*Bo*besselj(1,lambda*r)*sin(theta)
[Bx,By,Bz]=sph2cart(Bth,Bph,Br);
x=linspace(0,a);
y=linspace(0,a);
z=linspace(0,a);
quiver3(x,y,z,Bx,By,Bz)
When I run the above code, I receive the following warning and error.
Warning: Using only the real component of complex data.
> In getRealData (line 14)
In quiver3parseargs (line 87)
In quiver3HGUsingMATLABClasses (line 41)
In quiver3 (line 41)
In taylor_state (line 19)
Error using quiver3 (line 43)
DOUBLE cannot convert the input expression into a double array.
If the input expression contains a symbolic variable, use VPA.
Error in taylor_state (line 19)
quiver3(x,y,z,Bx,By,Bz)
I try to get an integral of two function handles in Matlab. The first function handle would be a weibull probability density function and the second function handle is based on a cfit I created with linear interpolation of single points.
x = 0:0.1:35;
fun1 = #(x) wblpdf(x,weibullAlpha,weibullBeta);
fun2 = #(x) feval(cfitObject,x);
fun3 = #(x) (fun(x).*fun2(x));
y = integral(fun3,0,35); % Using quad(fun3,0,35) doesn't work either.
I receive the following error:
Error using integralCalc/finalInputChecks (line 515)
Output of the function must be the same size as the input. If FUN is an array-valued integrand,
set the 'ArrayValued' option to true.
Error in integralCalc/iterateScalarValued (line 315)
finalInputChecks(x,fx);
Error in integralCalc/vadapt (line 132)
[q,errbnd] = iterateScalarValued(u,tinterval,pathlen);
Error in integralCalc (line 75)
[q,errbnd] = vadapt(#AtoBInvTransform,interval);
Error in integral (line 88)
Q = integralCalc(fun,a,b,opstruct);
Error in test (line 7) % "test" is the name of the script file.
y = integral(fun3,0,35);
The problem must have to do something with "fun2" since the code works just fine with e.g.
fun2 = x.^2;
Note: if I plot fun2 with the cfitObject I don't get an error. It's also possible to integrate the function using quad().
x = 0:0.1:35;
fun2 = #(x) feval(cfitObject,x);
y = quad(fun2,0,35);
plot(x, fun2(x))
Any help is greatly appreciated!
Your code seems to be ok. Probably the problem is that fun2 cannot take vectorized input, it could be resolved by modifying fun2 (cfitObject) to be able to handle vector input or telling the software that the function in the integral is array valued:
y = integral(fun3, 0, 35, 'ArrayValued', 1);
So im trying to plot f(t) which is a piecewise function using heaviside and ezplot functions in MATLAB. Now im not very familiar with MATLAB at all. If anyone knows why im getting this error it would be helpful.
f = '12+(-2t+8)*heaviside(t-2)+(2t-12)*heaviside(t-6)'
f = 12+(-2t+8)*heaviside(t-2)+(2t-12)*heaviside(t-6)
ezplot(f)
Error using inlineeval (line 15) Error in inline expression ==> 12+(-2t+8).*heaviside(t-2)+(2t-12).*heaviside(t-6) Error: Unexpected MATLAB expression.
Error in inline/feval (line 34)
INLINE_OUT_ = inlineeval(INLINE_INPUTS_, INLINE_OBJ_.inputExpr, INLINE_OBJ_.expr);
Error in ezplotfeval (line 52)
z = feval(f,x(1));
Error in ezplot>ezplot1 (line 469)
[y, f, loopflag] = ezplotfeval(f, x);
Error in ezplot (line 145)
[hp, cax] = ezplot1(cax, f{1}, vars, labels, args{:});
You need to tell Matlab to multiply explicitly, use 2*t instead of 2t.
syms t real
f = 12+(-2*t+8)*heaviside(t-2)+(2*t-12)*heaviside(t-6)
ezplot(f,[0 10])