%reading data in:

%load data which in this case include wavelength and dissolved absorption
A=load('gr02395.txt') 

%takeout range of interest
I=find(A(:,1)<700 & A(:,1)>400);

wl=A(I,1);
a_g=A(I,2);


%setting options for fmisearch
opts = optimset('fminsearch');      
opts = optimset(opts,'MaxIter',4000); 
opts = optimset(opts,'MaxFunEvals',2000);   % usually 100*number of params
opts = optimset(opts,'TolFun',1e-9);
%opts = optimset('LevenbergMarquardt','on');

%guess for paramters (amplitude at 532 and slope)
x0=[1.0, 0.03];

%minimization routine
x1 = fminsearch(@least_squares,x0,opts,a_g,wl)

%plot data and fit
plot(wl, a_g, '.k', wl, x1(1)*exp(-x1(2)*(wl-532)),'b')