OptimizationTechniques/Work 1/scripts/bisection_epsilonFixed.m

%
% Keeping epsilon fixed, test the iteration needed for different lambda
% values.
%


% Clear workspace and load the functions and region
clear

funGivenEnv;

% * epsilon: e = 0.001
% * lambda:  l > 2e = 0.001
% * dl: A small step away from 2e
%       dl = 0.0001
% * lambda_max: 0.1
% * size: 25 points

size = 25;
epsilon = 0.001;
dl = 0.0001;
lambda_max= 0.1;
lambda = linspace(2*epsilon + dl, lambda_max, size);
k = zeros(1,size);


%
% * Call the bisection method for each lambda value for each function and
%   keep the number of iterations needed.
% * Plot the iterations k(lambda) for each function
%
i = 0;
for f = funs
    i = i + 1;
    j = 0;
    for l = lambda
        j = j + 1;
        [a, b, k(j)] = bisection(f, a_0, b_0, epsilon, l);
    end
    subplot(1, 3, i)
    plot(lambda, k, '-b', 'LineWidth', 1.0)
    title(titles(i), 'Interpreter', 'latex')
    xlabel('lambda')
    ylabel('Iterations')
end