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LeastSquare.java
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71 lines (58 loc) · 2.3 KB
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public class LeastSquare {
private static double[][] problem1 = {
// x = 1, y = 2, z = 3
{ 1, 2, 3, 14 }, // 1x + 2y + 3z = 14
{ 1, -1, 1, 2 }, // 1x - 1y + 1z = 2
{ 4, -2, 1, 3 } // 4x - 2y + 1z = 3
};
public static void solve(double[][] c, int row) {
int rows = c.length;
int cols = rows + 1;
// 1. set c[row][row] equal to 1
double factor = c[row][row];
for (int col=0; col<cols; col++)
c[row][col] /= factor;
// 2. set c[row][row2] equal to 0
for (int row2=0; row2<rows; row2++)
if (row2 != row) {
factor = -c[row2][row];
for (int col=0; col<cols; col++)
c[row2][col] += factor * c[row][col];
}
}
public static void solve(double[][] c) {
int rows = c.length;
for (int row=0; row<rows; row++)
solve(c,row);
}
public static void print(double[][] c) {
int rows = c.length;
int cols = rows + 1;
for (int row=0; row<rows; row++) {
for (int col=0; col<cols; col++)
System.out.printf("%5.1f ",c[row][col]);
System.out.println();
}
System.out.println();
}
public static void printSolution(double[][] c) {
int rows = c.length, cols = rows + 1;
char variable = (char)((rows > 3) ? ('z' - (rows-1)) : 'x');
System.out.println("Solution:\n");
for (int row=0; row<rows; row++)
System.out.printf(" %c = %1.1f\n",(char)variable++,c[row][cols-1]);
System.out.println();
}
public static void doProblem(double[][] problem, String description) {
System.out.printf("******* %s ********\n",description);
System.out.println("Original Equations:");
print(problem);
solve(problem);
System.out.println("Solved (reduced row echelon form):");
print(problem);
printSolution(problem);
}
public static void main(String[] args) {
doProblem(problem1,"Problem 1 (from class)");
}
}