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matlab練習程式(生成多維高斯分佈概率密度函式)

clear all;
close all;
clc;

randn('seed',0);
%%一維高斯函式
mu=0;
sigma=1;
x=-6:0.1:6;
y=normpdf(x,mu,sigma);
plot(x,y);
figure;

%%二維或多維高斯函式
mu=[0 0];
sigma=[0.3 0;0 0.35];
[x y]=meshgrid(linspace(-8,8,80)',linspace(-8,8,80)');
X=[x(:) y(:)];
z=mvnpdf(X,mu,sigma);
surf(x,y,reshape(z,80,80));
hold on;
%再生成一個
mu=[4 0];
sigma
=[1.2 0;0 1.85]; [x y]=meshgrid(linspace(-8,8,80)',linspace(-8,8,80)'); X=[x(:) y(:)]; z=mvnpdf(X,mu,sigma); surf(x,y,reshape(z,80,80));