用java实现一个简单的矩阵类,可以实现简单的矩阵计算功能。
class Matrix
1.向量点乘
public static double dot(double[] x,double[] y)
2.矩阵和向量之积
public static double[] mult(double[][] a,double[] x)
3.向量和矩阵之积
public static double[] mult(double[] y,double[][] a)
4.矩阵和矩阵之积
public static double[][] mult(double[][] a,double[][] b)
5.转置矩阵
public static double[][] transpose(double[][] a)
6.打印向量
public static void printVector(double[] a)
7.打印矩阵
public static void printMatrix(double[][] a)
package com.xiaff; public class Matrix {
//向量点乘
public static double dot(double[] x,double[] y) {
int lengthX=x.length;
int lengthY=y.length;
if(lengthX!=lengthY){
System.out.println("Cannot Dot Product!");
return 0.0;
}
double answer=0.0;
for(int i=0;i<lengthX;i++){
answer+=x[i]*y[i];
}
return answer;
} //矩阵和向量之积
public static double[] mult(double[][] a,double[] x){
int rowA=a.length;
int columnA=a[0].length;
int rowX=x.length;
if(columnA!=rowX){
System.out.println("Cannot multiply them!");
return x;
}
double[] answer=new double[rowA];
for(int i=0;i<rowA;i++){
for(int j=0;j<columnA;j++){
answer[i]+=a[i][j]*x[j];
}
}
return answer;
} //向量和矩阵之积
public static double[] mult(double[] y,double[][] a){
int rowA=a.length;
int columnA=a[0].length;
int columnY=y.length;
if(columnY!=rowA){
System.out.println("Cannot multiply them!");
return y;
}
double[] answer=new double[rowA];
for(int i=0;i<columnA;i++){
for(int j=0;j<columnY;j++){
answer[i]+=y[j]*a[j][i];
}
}
return answer;
} //矩阵和矩阵之积
public static double[][] mult(double[][] a,double[][] b){
int rowA=a.length;
int rowB=b.length;
int columnA=a[0].length;
int columnB=b[0].length;
if(columnA!=rowB){
System.out.println("Cannot multiply them!");
return a;
}
double[][] c=new double[rowA][columnB];
for (int i = 0; i < rowA; i++) {
for (int j = 0; j < columnB; j++) {
for (int k = 0; k < columnA; k++)
c[i][j] += a[i][k] * b[k][j];
}
}
return c;
} //转置矩阵
public static double[][] transpose(double[][] a){
int row=a.length;
int column=a[0].length;
if(row!=column){
System.out.println("Cannot transpose it!");
return a;
}
double[][] b=new double[row][column];
for(int i=0;i<row;i++){
for(int j=0;j<column;j++){
b[i][j]=a[j][i];
}
}
return b;
} //打印向量
public static void printVector(double[] a){
for(double i:a){
System.out.print(i+" ");
}
System.out.println();
} //打印矩阵
public static void printMatrix(double[][] a){
for(double[] row:a){
for(double i:row)
System.out.print(i+" ");
System.out.println();
}
}
}
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