/* ============================================================================== This file is part of the JUCE framework. Copyright (c) Raw Material Software Limited JUCE is an open source framework subject to commercial or open source licensing. By downloading, installing, or using the JUCE framework, or combining the JUCE framework with any other source code, object code, content or any other copyrightable work, you agree to the terms of the JUCE End User Licence Agreement, and all incorporated terms including the JUCE Privacy Policy and the JUCE Website Terms of Service, as applicable, which will bind you. If you do not agree to the terms of these agreements, we will not license the JUCE framework to you, and you must discontinue the installation or download process and cease use of the JUCE framework. JUCE End User Licence Agreement: https://juce.com/legal/juce-8-licence/ JUCE Privacy Policy: https://juce.com/juce-privacy-policy JUCE Website Terms of Service: https://juce.com/juce-website-terms-of-service/ Or: You may also use this code under the terms of the AGPLv3: https://www.gnu.org/licenses/agpl-3.0.en.html THE JUCE FRAMEWORK IS PROVIDED "AS IS" WITHOUT ANY WARRANTY, AND ALL WARRANTIES, WHETHER EXPRESSED OR IMPLIED, INCLUDING WARRANTY OF MERCHANTABILITY OR FITNESS FOR A PARTICULAR PURPOSE, ARE DISCLAIMED. ============================================================================== */ namespace juce::dsp { struct LinearAlgebraUnitTest final : 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 juce::dsp