How can I get my parameters after running fmincon ?

Hello, How can I get the value of my parameters (par) after achieving minimization by fmincon and the value of intermediate variables (c(i,j) and e(i,j)) used in the code ? please help I am a big newbie in Matlab !

My code :

function monOptimisation
%Optimisation

%Matrice des contraintes

A = [0 1 1 1 ; 0 -1 0 0 ; 0 0 -1 0 ; 0 0 0 -1 ; 0 0 0 0];
b = [1 ; 0 ; 0 ; 0 ; 0];
x0=[0.5;0.5;0.5;0.5];
prix_array = cell(1)
load data
prix_array {1} = data
strike_array = cell(1)
load data2
strike_array {1}= data2
mat_vec = [67]
s0_vec = [1121]
sig0_vec = 0.0005
rest_vec = 0
r = 0
nbr_sim = 5
options=optimset('algorithm','interior-point')
par = fmincon (@(x)erreursfun(x,prix_array,strike_array,mat_vec,s0_vec,sig0_vec,rest_vec,r,nbr_sim),x0,A,b,[],[],[],[],[],options);

function f = erreursfun (par,prix_array,strike_array,mat_vec,s0_vec,sig0_vec,rest_vec,r,nbr_sim)

% GÈnÈration et stockage en mÈmoire des tous les nombres al»atoires
nbr_mat = size(mat_vec,1);
eps2=cell(nbr_mat);
for i = 1:nbr_mat
    mat = mat_vec(i);
    vec_strike = strike_array{i};
    nbr_strike = size(vec_strike,1);
    eps1=cell(nbr_strike);
    for j = 1: nbr_strike
        eps1{j}=randn(nbr_sim,mat);
    end
    eps2{i}= eps1{j};
end
c=zeros(nbr_mat,nbr_strike);
for i = 1:nbr_mat
    vec_strike = strike_array{i};
    prix=prix_array{i};
    nbr_strike = size(vec_strike,1);
    mat = mat_vec(i);
    sig0=sig0_vec(i);
    s0=s0_vec(i);
    nbr_obs=mat_vec(i)-rest_vec(i);
    e=zeros(nbr_mat,nbr_obs);
    c=zeros(nbr_mat,nbr_strike);
    for j =1 : nbr_strike
        strike = vec_strike (j);
        payoff=zeros(nbr_sim);
        eps1{j}= eps2{i};
        epss = eps1{j};
        somme=zeros(nbr_mat,nbr_strike);
        for k = 1 : nbr_sim
            sigma=zeros(nbr_sim,mat+1);
            Z = zeros(nbr_sim,mat);
            zzero = zeros(nbr_sim);
            for l = 2 : mat+1
                sigma (1,1)=sig0;
                Z(1,1)=1;
                sigma (k,l)=(par(1) + (par(2) * (epss(k,l-1)-(0.5+ par(3)))^2)*sigma(k,l-1)^2+par(4)*sigma(k,l- 1)^2)^0.5;
                Z(k,l) = Z(k,l-1)*exp((-0.5 *(sigma(k,l)^2))+(sigma(k,l)*epss(k,l-1)));
            end
            st(k) = s0 * (exp(r * mat)) * Z(k,mat+1);
            payoff(k)= max(st(k)-strike,0);
            somme(i,j)=somme(i,j)+payoff(k);

          end
          c(i,j)= somme(i,j)/nbr_sim;
      end
  end
  %%%%%%%Calcul des erreurs
  e=zeros(nbr_mat,nbr_strike);
  for i =1 : nbr_mat
      for j = 1: nbr_strike
          for l = 1 : mat_vec(i)-rest_vec(i)
              e(i,j)=e(i,j)+(prix(l,j)-c(i,j)*exp(r*(l-mat)))^2;

          end

      end
  end

ee =zeros(nbr_mat);
eee = 0;
for i =1 : nbr_mat
    for j =1 :nbr_strike
        ee(i)=ee+e(i,j);
    end
    eee=eee+ ee(i);
end
f= eee;

Answer 1

[Walter Roberson]

Consider using nested functions with shared variables.

Answer 2

[Jorrit]

I asked more or less the same question a couple of days ago. The question is not exactly the same, but the answer is.

http://www.mathworks.com/matlabcentral/answers/9359-fmincon-passing-on-variables-between-functions

Answer 3

[Sid S]

THanks for your answers, i'll try that