/* ============================================================================== This file is part of the JUCE library. Copyright (c) 2022 - Raw Material Software Limited JUCE is an open source library subject to commercial or open-source licensing. By using JUCE, you agree to the terms of both the JUCE 7 End-User License Agreement and JUCE Privacy Policy. End User License Agreement: www.juce.com/juce-7-licence Privacy Policy: www.juce.com/juce-privacy-policy Or: You may also use this code under the terms of the GPL v3 (see www.gnu.org/licenses). JUCE IS PROVIDED "AS IS" WITHOUT ANY WARRANTY, AND ALL WARRANTIES, WHETHER EXPRESSED OR IMPLIED, INCLUDING MERCHANTABILITY AND FITNESS FOR PURPOSE, ARE DISCLAIMED. ============================================================================== */ namespace juce { namespace dsp { struct LinearAlgebraUnitTest : public UnitTest { LinearAlgebraUnitTest() : UnitTest ("Linear Algebra UnitTests", UnitTestCategories::dsp) {} struct AdditionTest { template static void run (LinearAlgebraUnitTest& u) { const ElementType data1[] = { 1, 2, 3, 4, 5, 6, 7, 8 }; const ElementType data2[] = { 1, -1, 3, -1, 5, -1, 7, -1 }; const ElementType data3[] = { 2, 1, 6, 3, 10, 5, 14, 7 }; Matrix mat1 (2, 4, data1); Matrix mat2 (2, 4, data2); Matrix mat3 (2, 4, data3); u.expect((mat1 + mat2) == mat3); } }; struct DifferenceTest { template static void run (LinearAlgebraUnitTest& u) { const ElementType data1[] = { 1, 2, 3, 4, 5, 6, 7, 8 }; const ElementType data2[] = { 1, -1, 3, -1, 5, -1, 7, -1 }; const ElementType data3[] = { 0, 3, 0, 5, 0, 7, 0, 9 }; Matrix mat1 (2, 4, data1); Matrix mat2 (2, 4, data2); Matrix mat3 (2, 4, data3); u.expect((mat1 - mat2) == mat3); } }; struct ScalarMultiplicationTest { template static void run (LinearAlgebraUnitTest& u) { const ElementType data1[] = { 1, 2, 3, 4, 5, 6, 7, 8 }; const ElementType scalar = 2.0; const ElementType data2[] = { 2, 4, 6, 8, 10, 12, 14, 16 }; Matrix x (2, 4, data1); Matrix expected (2, 4, data2); u.expect ((x * scalar) == expected); } }; struct HadamardProductTest { template static void run (LinearAlgebraUnitTest& u) { const ElementType data1[] = { 1, 2, 3, 4, 5, 6, 7, 8 }; const ElementType data2[] = { 1, -1, 3, -1, 5, -1, 7, -1 }; const ElementType data3[] = { 1, -2, 9, -4, 25, -6, 49, -8 }; Matrix mat1 (2, 4, data1); Matrix mat2 (2, 4, data2); Matrix mat3 (2, 4, data3); u.expect (Matrix::hadarmard (mat1, mat2) == mat3); } }; struct MultiplicationTest { template static void run (LinearAlgebraUnitTest& u) { const ElementType data1[] = { 1, 2, 3, 4, 5, 6, 7, 8 }; const ElementType data2[] = { 1, -1, 3, -1, 5, -1, 7, -1 }; const ElementType data3[] = { 50, -10, 114, -26 }; Matrix mat1 (2, 4, data1); Matrix mat2 (4, 2, data2); Matrix mat3 (2, 2, data3); u.expect((mat1 * mat2) == mat3); } }; struct IdentityMatrixTest { template static void run (LinearAlgebraUnitTest& u) { const ElementType data1[] = { 1, 0, 0, 0, 0, 1, 0, 0, 0, 0, 1, 0, 0, 0, 0, 1}; u.expect (Matrix::identity (4) == Matrix (4, 4, data1)); } }; struct SolvingTest { template static void run (LinearAlgebraUnitTest& u) { const ElementType data1[] = { 1, -1, 2, -2 }; const ElementType data2[] = { -1, 0, -1, -7 }; const ElementType data3[] = { 1, 4, 2, 1, -1, 1, 4, 3, -2, -1, 1, 1, -1, 0, 1, 4 }; Matrix X (4, 1, data1); Matrix B (4, 1, data2); Matrix A (4, 4, data3); u.expect (A.solve (B)); u.expect (Matrix::compare (X, B, (ElementType) 1e-4)); } }; template void runTestForAllTypes (const char* unitTestName) { beginTest (unitTestName); TheTest::template run (*this); TheTest::template run (*this); } void runTest() override { runTestForAllTypes ("AdditionTest"); runTestForAllTypes ("DifferenceTest"); runTestForAllTypes ("ScalarMultiplication"); runTestForAllTypes ("HadamardProductTest"); runTestForAllTypes ("MultiplicationTest"); runTestForAllTypes ("IdentityMatrixTest"); runTestForAllTypes ("SolvingTest"); } }; static LinearAlgebraUnitTest linearAlgebraUnitTest; } // namespace dsp } // namespace juce