tconorm.m

模糊神经网络与软件计算的各章代码

%	This file displays four t-conorm operators

%	Copyright by Jyh-Shing Roger Jang, 6-22-93.

colormap('default');

xx = 0:1:20;
yy = 0:1:20;
aa = 0:0.05:1;
bb = 0:0.05:1;

%bell_x = gbell_mf(xx, [4, 3, 10]);
%bell_y = gbell_mf(yy, [4, 3, 10]);
bell_x = trap_mf(xx, [3, 8, 12, 17]);
bell_y = trap_mf(yy, [3, 8, 12, 17]);

[x,y] = meshgrid(bell_x, bell_y);
[a,b] = meshgrid(aa, bb); % a = mu(x), b = mu(y);

subplot(221); mesh(aa, bb, max(a, b));
view(-15, 30); xlabel('X = a'); ylabel('Y = b');
set(gca, 'box', 'on');
title('(a) Max');
subplot(223); mesh(xx, yy, max(x, y));
view(-15, 30); xlabel('X = x'); ylabel('Y = y');
set(gca, 'box', 'on');

subplot(222); mesh(aa, bb, a+b-a.*b);
view(-15, 30); xlabel('X = a'); ylabel('Y = b');
set(gca, 'box', 'on');
title('(b) Algebraic Sum');
subplot(224); mesh(xx, yy, x+y-x.*y);
view(-15, 30); xlabel('X = x'); ylabel('Y = y');
set(gca, 'box', 'on');

figure;
subplot(221); mesh(aa, bb, min(1, a+b));
view(-15, 30); xlabel('X = a'); ylabel('Y = b');
set(gca, 'box', 'on');
title('(c) Bounded Sum');
subplot(223); mesh(xx, yy, min(1, x+y));
view(-15, 30); xlabel('X = x'); ylabel('Y = y');
set(gca, 'box', 'on');

z1 = ones(size(a));
z1(find(b==0)) = a(find(b==0));
z1(find(a==0)) = b(find(a==0));
z2 = ones(size(x));
z2(find(x==0)) = y(find(x==0));
z2(find(y==0)) = x(find(y==0));
subplot(222); mesh(aa, bb, z1);
view(-15, 30); xlabel('X = a'); ylabel('Y = b');
set(gca, 'box', 'on');
title('(d) Drastic Sum');
subplot(224); mesh(xx, yy, z2);
view(-15, 30); xlabel('X = x'); ylabel('Y = y');
set(gca, 'box', 'on');