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data_plot31.m
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%% Plot the reconfiguration ratio varying with cost coefficient
%%
line_width = [1 1 1 1 1];
color_set = [Color.Black; Color.MildGreen; Color.Purple; Color.MildBlue; Color.Red; ...
Color.Black; Color.Gray];
legend_label = {'Baseline', 'RSCV', 'RSEV', 'HRSCV', 'HRSEV', ...
'RSCV-FI', 'RSEV-FI', 'HRSCV-FI', 'HRSEV-FI'};
line_style = {':', '-.', 'none', '-', 'none', '--', 'none', ':', 'none'};
marker = {'none', 'none', 's', 'none', 'd', 'none', '+', 'none', 'x'};
marker_size = [6 6 6 6 6 6 7 6 7];
%% normalized
if exist('fig_stat_reconfig', 'var') && fig_stat_reconfig.isvalid
figure(fig_stat_reconfig);
else
fig_stat_reconfig = figure('Name', 'Satistics of Reconfiguration');
end
x = 1:length(etas);
ratio_reconfig = results.Reconfig{idx,'ReVariables'}./...
results.Reconfig{idx,'NumVariables'};
avgrat_reconfig = mean(ratio_reconfig)*ones(length(x),1);
avgfair_reconfig = mean(results.Reconfig{idx,'FairIndex'})*ones(length(x),1);
avgrat_fastconfig = zeros(length(x),1);
avgrat_fastconfig2 = zeros(length(x),1);
avgfair_fastconfig = zeros(length(x),1);
avgfair_fastconfig2 = zeros(length(x),1);
if ~exist('b_disable_dimconfig', 'var') || b_disable_dimconfig == false
avgrat_dimconfig = zeros(length(x),1);
avgrat_dimconfig2 = zeros(length(x),1);
avgfair_dimconfig = zeros(length(x),1);
avgfair_dimconfig2 = zeros(length(x),1);
end
sel_index = 51:100;
for i = x
ratio_fastconfig = results.Fastconfig{i}{idx,'ReVariables'}./...
results.Fastconfig{i}{idx,'NumVariables'};
ratio_fastconfig2 = results.Fastconfig2{i}{idx,'ReVariables'}./...
results.Fastconfig2{i}{idx,'NumVariables'};
avgrat_fastconfig(i) = mean(ratio_fastconfig);
avgrat_fastconfig2(i) = mean(ratio_fastconfig2);
avgfair_fastconfig(i) = mean(results.Fastconfig{i}{idx(sel_index),'FairIndex'});
avgfair_fastconfig2(i) = mean(results.Fastconfig2{i}{idx(sel_index),'FairIndex'});
if ~exist('b_disable_dimconfig', 'var') || b_disable_dimconfig == false
ratio_dimconfig = results.Dimconfig{i}{idx,'ReVariables'}./...
results.Fastconfig{i}{idx,'NumVariables'};
ratio_dimconfig2 = results.Dimconfig2{i}{idx,'ReVariables'}./...
results.Dimconfig2{i}{idx,'NumVariables'};
avgrat_dimconfig(i) = mean(ratio_dimconfig);
avgrat_dimconfig2(i) = mean(ratio_dimconfig2);
avgfair_dimconfig(i) = mean(results.Dimconfig{i}{idx(sel_index),'FairIndex'});
avgfair_dimconfig2(i) = mean(results.Dimconfig2{i}{idx(sel_index),'FairIndex'});
end
end
yyaxis left;
hl = plot(...
etas, avgrat_fastconfig./avgrat_reconfig, '-.^',...
etas, avgrat_fastconfig2./avgrat_reconfig, '-.s');
% hl = plot(etas, avgrat_reconfig, '--',...
% etas, avgrat_fastconfig, '-.^',...
% etas, avgrat_fastconfig2, '-.s');
if ~exist('b_disable_dimconfig', 'var') || b_disable_dimconfig == false
hold on;
hl = plot(etas, avgrat_dimconfig./avgrat_reconfig, '-x',...
etas, avgrat_dimconfig2./avgrat_reconfig, '-+');
hold off;
hl = hl(1).Parent.Children;
end
nl = length(hl);
for k=1:nl % REVERSE order
hl(k).Color = color_set(nl-k+2).RGB;
hl(k).LineWidth = line_width(nl-k+2);
hl(k).Marker = marker{nl-k+2};
hl(k).MarkerSize = marker_size(nl-k+2);
hl(k).LineStyle = line_style{nl-k+2};
end
if length(etas)>=10
marker_index = round(linspace(1,length(etas), 10));
for k=1:nl
hl(k).MarkerIndices = marker_index;
end
end
xlim([etas(1), etas(end)]);
hl(1).Parent.YLim(1) = 0;
hl(1).Parent.YLim(2) = min(hl(1).Parent.YLim(2)+0.1, 1);
xlabel('Parameter \eta');
ylabel('Normalized reconfigration ratio');
yyaxis right
hr = plot(...
etas, avgfair_fastconfig, '--^',...
etas, avgfair_fastconfig2, '--s');
if ~exist('b_disable_dimconfig', 'var') || b_disable_dimconfig == false
hold on;
hr = plot(etas, avgfair_dimconfig, '--x',...
etas, avgfair_dimconfig2, '--+');
hold off;
hr = hr(1).Parent.Children;
end
nr = length(hr);
for k=1:nl % REVERSE order
hr(k).Color = color_set(nl-k+2).RGB;
hr(k).LineWidth = line_width(nl-k+2);
hr(k).Marker = marker{5+k};
hr(k).MarkerSize = marker_size(5+k);
hr(k).LineStyle = line_style{5+k};
end
if length(etas)>=10
marker_index = round(linspace(1,length(etas), 10));
for k=1:nl
hr(k).MarkerIndices = marker_index;
end
end
legend(legend_label((1:(length(hl)+length(hr)))+1), 'Location', 'best', 'Orientation', 'vertical');
ylabel('Average fairness index');
%% original
if exist('fig_stat_num_reconfig', 'var') && fig_stat_num_reconfig.isvalid
figure(fig_stat_num_reconfig);
else
fig_stat_num_reconfig = figure('Name', 'Satistics of Reconfiguration');
end
x = 1:length(etas);
ratio_reconfig = results.Reconfig{idx,'ReVariables'}./...
results.Reconfig{idx,'NumVariables'};
avgrat_reconfig = mean(ratio_reconfig)*ones(length(x),1);
avgrat_fastconfig = zeros(length(x),1);
avgrat_fastconfig2 = zeros(length(x),1);
if ~exist('b_disable_dimconfig', 'var') || b_disable_dimconfig == false
avgrat_dimconfig = zeros(length(x),1);
avgrat_dimconfig2 = zeros(length(x),1);
end
for i = x
ratio_fastconfig = results.Fastconfig{i}{idx,'ReVariables'}./...
results.Fastconfig{i}{idx,'NumVariables'};
ratio_fastconfig2 = results.Fastconfig2{i}{idx,'ReVariables'}./...
results.Fastconfig2{i}{idx,'NumVariables'};
avgrat_fastconfig(i) = mean(ratio_fastconfig);
avgrat_fastconfig2(i) = mean(ratio_fastconfig2);
if ~exist('b_disable_dimconfig', 'var') || b_disable_dimconfig == false
ratio_dimconfig = results.Dimconfig{i}{idx,'ReVariables'}./...
results.Fastconfig{i}{idx,'NumVariables'};
ratio_dimconfig2 = results.Dimconfig2{i}{idx,'ReVariables'}./...
results.Dimconfig2{i}{idx,'NumVariables'};
avgrat_dimconfig(i) = mean(ratio_dimconfig);
avgrat_dimconfig2(i) = mean(ratio_dimconfig2);
end
end
hl = plot(etas, avgrat_reconfig, '--',...
etas, avgrat_fastconfig, '-.^',...
etas, avgrat_fastconfig2, '-.s');
if ~exist('b_disable_dimconfig', 'var') || b_disable_dimconfig == false
hold on;
hl = plot(etas, avgrat_dimconfig, '-x',...
etas, avgrat_dimconfig2, '-+');
hold off;
end
hl = hl(1).Parent.Children;
nl = length(hl);
for k=1:nl % REVERSE order
hl(k).Color = color_set(nl-k+1).RGB;
hl(k).LineWidth = line_width(nl-k+1);
end
if length(etas)>=10
marker_index = round(linspace(1,length(etas), 10));
for k=1:nl
hl(k).MarkerIndices = marker_index;
end
end
xlim([etas(1), etas(end)]);
hl(1).Parent.YLim(1) = 0;
hl(1).Parent.YLim(2) = min(hl(1).Parent.YLim(2)+0.1, 1);
legend(legend_label(1:length(hl)), 'Location', 'best', 'Orientation', 'vertical');
xlabel('Parameter \eta/T');
ylabel('Avrage reconfigration ratio');
%%
% If |MarkerIndices| is not availble for old version MATLAB, use the following code
% instead.
%
MarkerIndices = [1, 5, 10];
myplot = plot(x, y, 'b-.o');
hold on;
mymarkers = plot(x(MarkerIndices), y(MarkerIndices), 'ro');
legend(myplot)