使用 fittype/testCustomModelEvaluation 时出错???索引超出数组边界

如何解决使用 fittype/testCustomModelEvaluation 时出错???索引超出数组边界

我正在尝试使用 fittype 并拟合代码以使用我定义的函数拟合一些数据。我定义的函数是:

function N = ModeloFrac01(x,Ninf,alf,alpha)
    n = length(x);
    N0 = 1;
    mu = 1;
    N = zeros(size(x));%zeros(1,n+1);
    N(1) = N0;
    
    for j = 0: n-1
        c0 = coefc(j+1,x,alpha);
        cj = coefc(j+1,j,alpha);
        sum = 0;
        for k = 1: j
            ck = coefc(j+1,k,alpha);
            ck_= coefc(j+1,k-1,alpha);
            sum = sum + (ck_-ck)/cj*N(k+1);
        end
        N(j+2)=(c0/cj)*N0 - sum + (gamma(2-alpha)/cj)*alf*mu*N(j+1)*(1-(N(j+1)/Ninf)^(1/mu));
    end
end
function c = coefc(n,mallaT,alpha)
    Tn = mallaT(n+1);
    Tj1= mallaT(j+2);
    Tj = mallaT(j+1);
    
    if j == n-1
        c = (Tn - Tj)^(-alpha);
        return;
    end    
    c = ((Tn - Tj)^(1-alpha) - (Tn - Tj1)^(1-alpha))/(Tj1 - Tj);
end

现在,我要拟合的函数数据是:

n=500;
x = (0: 225/n: 225)';
y = zeros(1,n+1);
for j = 1: n+1
    if x(j) < 74.238
        y(j) = 1 + 0.0000476062*t(j)^4.7;
    elseif x(j) < 170.946
        y(j) = 2.79939e6 + 12352.1*t(j) - 855123*log(t(j));
    else
        y(j) = -4.93704e6 - 197.125*t(j) + 1.06562e6*log(t(j));
    end            
end

最后,我使用拟合和拟合函数的代码是:

ft = fittype( 'ModeloFrac01(x,alpha)',...
    'dependent',{'N'},'independent',{'x'},'coefficients',{'Ninf','alf','alpha'});
f = fit( x,y,ft,'StartPoint',[1.0288e6,0.0171428,1.0] )
semilogy( f,y )

我知道要近似的数据和我定义的近似数据的函数很复杂,但我希望有人能帮助我,因为我得到的错误是:

Error using fittype/testCustomModelEvaluation (line 12)
Expression ModeloFrac01(x,alpha) is not a valid MATLAB expression,has non-scalar coefficients,or cannot be evaluated:
Error in fittype expression ==> ModeloFrac01(x,alpha)
??? Index exceeds array bounds.

Error in fittype>iCreateFittype (line 371)
    testCustomModelEvaluation( obj );

Error in fittype (line 328)
                obj = iCreateFittype( obj,varargin{:} );

Error in ajusteTest (line 22)
    ft = fittype( 'ModeloFrac01(x,...

Caused by:
    Error using fittype/evaluate (line 102)
    Error in fittype expression ==> ModeloFrac01(x,alpha)
    ??? Index exceeds array bounds.

最后,有没有办法定义参数的边界?

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