setMatrix([ [25, 15, -5], [15, 17, 0], [-5, 0, 11], ]); $lu = new LUDecomposition($B); self::assertEqualsWithDelta([ [1, 0, 0], [0.6, 1, 0], [-0.2, 0.375, 1], ], $lu->getL()->toArray(), 0.2); self::assertEqualsWithDelta([ [25, 15, -5], [0, 8, 3], [0, 0, 8.875], ], $lu->getU()->toArray(), 0.2); $vec = new Vector(); $vec->setMatrix([[40], [49], [28]]); self::assertTrue($lu->isNonSingular()); self::assertEqualsWithDelta([[1], [2], [3]], $lu->solve($vec)->toArray(), 0.2); self::assertEquals([0, 1, 2], $lu->getPivot()); } public function testSingularMatrix() : void { $B = new Matrix(); $B->setMatrix([ [25, 15, -5], [0, 0, 1], [0, 0, 2], ]); $lu = new LUDecomposition($B); self::assertFalse($lu->isNonSingular()); } public function testSolveOfSingularMatrix() : void { self::expectException(\Exception::class); $B = new Matrix(); $B->setMatrix([ [25, 15, -5], [0, 0, 1], [0, 0, 2], ]); $lu = new LUDecomposition($B); $vec = new Vector(); $vec->setMatrix([[40], [49], [28]]); $lu->solve($vec); } public function testComposition() : void { $A = new Matrix(); $A->setMatrix([ [25, 15, -5], [15, 17, 0], [-5, 0, 11], ]); $lu = new LUDecomposition($A); self::assertEqualsWithDelta( $A->toArray(), $lu->getL() ->mult($lu->getU()) ->toArray(), 0.2 ); } public function testInvalidDimension() : void { self::expectException(\phpOMS\Math\Matrix\Exception\InvalidDimensionException::class); $B = new Matrix(); $B->setMatrix([ [25, 15, -5], [15, 17, 0], [-5, 0, 11], ]); $lu = new LUDecomposition($B); $vec = new Vector(); $vec->setMatrix([[40], [49]]); $lu->solve($vec); } }