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import java.io.BufferedReader; | |
import java.io.IOException; | |
import java.io.InputStreamReader; | |
import java.io.PrintWriter; | |
import java.util.Scanner; | |
public class Gauss { | |
public static void swapRows(double[][] a, double[] b, int i, int j) { | |
double[] row = a[i]; | |
a[i] = a[j]; | |
a[j] = row; | |
double tmp = b[i]; | |
b[i] = b[j]; | |
b[j] = tmp; | |
} | |
// a[j] -= a[i] * multiplier; | |
private static void subtractRow(double[][] a, double[] b, int i, int j, double multiplier) { | |
for (int k = 0; k < a.length; k++) { | |
a[j][k] -= a[i][k] * multiplier; | |
} | |
b[j] -= b[i] * multiplier; | |
} | |
public static double[] solveLinearSystem(double[][] a, double[] b) { | |
// sanity check | |
int n = a.length; | |
for (double[] row : a) { | |
if (row.length != n) | |
throw new IllegalArgumentException(); | |
} | |
if (b.length != n) | |
throw new IllegalArgumentException(); | |
// Gaussian elimination | |
for (int i = 0; i < n; i++) { | |
int maxRow = i; | |
for (int j = i + 1; j < n; j++) { | |
if (Math.abs(a[j][i]) > Math.abs(a[maxRow][i])) | |
maxRow = j; | |
} | |
swapRows(a, b, i, maxRow); | |
for (int j = i + 1; j < n; j++) { | |
subtractRow(a, b, i, j, a[j][i] / a[i][i]); | |
} | |
} | |
for (int i = n - 1; i > 0; i--) { | |
for (int j = i - 1; j >= 0; j--) { | |
subtractRow(a, b, i, j, a[j][i] / a[i][i]); | |
} | |
} | |
// constructing result | |
double[] result = new double[n]; | |
for (int i = 0; i < n; i++) { | |
result[i] = b[i] / a[i][i]; | |
} | |
return result; | |
} | |
public static void main(String[] args) throws IOException { | |
Scanner sc = new Scanner(System.in); | |
PrintWriter out = new PrintWriter(System.out); | |
int n = sc.nextInt(); | |
double[][] a = new double[n][n]; | |
double[] b = new double[n]; | |
for (int i = 0; i < n; i++) { | |
for (int j = 0; j < n; j++) { | |
a[i][j] = sc.nextDouble(); | |
} | |
b[i] = sc.nextDouble(); | |
} | |
double[] result = solveLinearSystem(a, b); | |
for (int i = 0; i < result.length; i++) { | |
if (i > 0) | |
out.print(' '); | |
out.print(result[i]); | |
} | |
out.println(); | |
out.close(); | |
} | |
} |
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