OptimizationTechniques/Work 3/scripts/plotConvCompare.m

function plotConvCompare(points_1, title_1, points_2, title_2, points_3, title_3, Min_point, plot_title, filename)
    % 3D plots a function
    % points:       The points to plot
    % contur_fun:   The function for contour plot
    % x_lim:        The range for x axis. ex: [-2, 2]
    % y_lim:        The range for y axis. ex: [0, 2]
    % size:         The number of points for each axis
    % plot_title:   The latex title for the plot
    % filename:     The filename to save the plot (if exists)
    %
    
    global image_width, 
    global image_height;

    distances_1 = sqrt((points_1(1, :) - Min_point(1)).^2 + (points_1(2, :) - Min_point(2)).^2);
    distances_2 = sqrt((points_2(1, :) - Min_point(1)).^2 + (points_2(2, :) - Min_point(2)).^2);
    distances_3 = sqrt((points_3(1, :) - Min_point(1)).^2 + (points_3(2, :) - Min_point(2)).^2);

    
    % 2D plot
    figure('Name', 'Convergence compare', 'NumberTitle', 'off');
    set(gcf, 'Position', [100, 100, image_width, image_height]); % Set the figure size
    title(plot_title, 'Interpreter', 'latex', 'FontSize', 16); % Title of the plot
    
    % One
    subplot(3, 1, 1);
    plot(distances_1, '-o');
    % Customize the plot
    ylabel(title_1, 'Interpreter', 'none');
    xlabel('Step');
    grid on

    % One
    subplot(3, 1, 2);
    plot(distances_2, '-o');
    % Customize the plot
    ylabel(title_2, 'Interpreter', 'none');
    xlabel('Step');
    grid on

    % One
    subplot(3, 1, 3);
    plot(distances_3, '-o');
    % Customize the plot
    ylabel(title_3, 'Interpreter', 'none');
    xlabel('Step');
    grid on


    % save the figure
    if strcmp(filename, '') == 0
        print(gcf, filename, '-dpng', '-r300');
    end
end