OptimizationTechniques/Work 1/scripts/min_golden_section.m

37 lines
826 B
Matlab

function [a, b, k] = min_golden_section(fun_expression, alpha, beta, epsilon, lambda)
%
% Error checking
if lambda <= 0
error ('Convergence criteria not met')
end
% Init variables
gamma = 0.618;
a = alpha;
b = beta;
fun = matlabFunction(fun_expression);
% calculate x1, x2 of the first iteration, since the following iteration
% will not require to calculate both
k=1;
x_1 = a(k) + (1 - gamma)*(b(k) - a(k));
x_2 = a(k) + gamma*(b(k) - a(k));
while b(k) - a(k) > lambda
% set new search interval
k = k + 1;
if fun(x_1) < fun(x_2)
a(k) = a(k-1);
b(k) = x_2;
x_2 = x_1;
x_1 = a(k) + (1 - gamma)*(b(k) - a(k));
else
a(k) = x_1;
b(k) = b(k-1);
x_1 = x_2;
x_2 = a(k) + gamma*(b(k) - a(k));
end
end