Author: erans
Date: Thu May 16 12:29:37 2013
New Revision: 1483319
URL: http://svn.apache.org/r1483319
Log:
MATH-975
Throw "SingularMatrixException" instead of computing a meaningless value.
Modified:
commons/proper/math/trunk/src/main/java/org/apache/commons/math3/linear/MatrixUtils.java
commons/proper/math/trunk/src/test/java/org/apache/commons/math3/linear/MatrixUtilsTest.java
Modified:
commons/proper/math/trunk/src/main/java/org/apache/commons/math3/linear/MatrixUtils.java
URL:
http://svn.apache.org/viewvc/commons/proper/math/trunk/src/main/java/org/apache/commons/math3/linear/MatrixUtils.java?rev=1483319&r1=1483318&r2=1483319&view=diff
==============================================================================
---
commons/proper/math/trunk/src/main/java/org/apache/commons/math3/linear/MatrixUtils.java
(original)
+++
commons/proper/math/trunk/src/main/java/org/apache/commons/math3/linear/MatrixUtils.java
Thu May 16 12:29:37 2013
@@ -1023,18 +1023,34 @@ public class MatrixUtils {
final RealMatrix d = m.getSubMatrix(splitIndex1, n - 1, splitIndex1, n
- 1);
final SingularValueDecomposition aDec = new
SingularValueDecomposition(a);
- final RealMatrix aInv = aDec.getSolver().getInverse();
+ final DecompositionSolver aSolver = aDec.getSolver();
+ if (!aSolver.isNonSingular()) {
+ throw new SingularMatrixException();
+ }
+ final RealMatrix aInv = aSolver.getInverse();
final SingularValueDecomposition dDec = new
SingularValueDecomposition(d);
- final RealMatrix dInv = dDec.getSolver().getInverse();
+ final DecompositionSolver dSolver = dDec.getSolver();
+ if (!dSolver.isNonSingular()) {
+ throw new SingularMatrixException();
+ }
+ final RealMatrix dInv = dSolver.getInverse();
final RealMatrix tmp1 = a.subtract(b.multiply(dInv).multiply(c));
final SingularValueDecomposition tmp1Dec = new
SingularValueDecomposition(tmp1);
- final RealMatrix result00 = tmp1Dec.getSolver().getInverse();
+ final DecompositionSolver tmp1Solver = tmp1Dec.getSolver();
+ if (!tmp1Solver.isNonSingular()) {
+ throw new SingularMatrixException();
+ }
+ final RealMatrix result00 = tmp1Solver.getInverse();
final RealMatrix tmp2 = d.subtract(c.multiply(aInv).multiply(b));
final SingularValueDecomposition tmp2Dec = new
SingularValueDecomposition(tmp2);
- final RealMatrix result11 = tmp2Dec.getSolver().getInverse();
+ final DecompositionSolver tmp2Solver = tmp2Dec.getSolver();
+ if (!tmp2Solver.isNonSingular()) {
+ throw new SingularMatrixException();
+ }
+ final RealMatrix result11 = tmp2Solver.getInverse();
final RealMatrix result01 =
aInv.multiply(b).multiply(result11).scalarMultiply(-1);
final RealMatrix result10 =
dInv.multiply(c).multiply(result00).scalarMultiply(-1);
Modified:
commons/proper/math/trunk/src/test/java/org/apache/commons/math3/linear/MatrixUtilsTest.java
URL:
http://svn.apache.org/viewvc/commons/proper/math/trunk/src/test/java/org/apache/commons/math3/linear/MatrixUtilsTest.java?rev=1483319&r1=1483318&r2=1483319&view=diff
==============================================================================
---
commons/proper/math/trunk/src/test/java/org/apache/commons/math3/linear/MatrixUtilsTest.java
(original)
+++
commons/proper/math/trunk/src/test/java/org/apache/commons/math3/linear/MatrixUtilsTest.java
Thu May 16 12:29:37 2013
@@ -364,6 +364,18 @@ public final class MatrixUtilsTest {
}
}
+ @Test(expected=SingularMatrixException.class)
+ public void testBlockInverseNonInvertible() {
+ final double[][] data = {
+ { -1, 0, 123, 4 },
+ { -56, 78.9, -0.1, -23.4 },
+ { 5.67, 8, -9, 1011 },
+ { 5.67, 8, -9, 1011 },
+ };
+
+ MatrixUtils.blockInverse(new Array2DRowRealMatrix(data), 2);
+ }
+
@Test
public void testIsSymmetric() {
final double eps = Math.ulp(1d);