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227 lines
13 KiB
227 lines
13 KiB
#include "gtest/gtest.h"
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#include "storm-config.h"
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#include "src/solver/EigenLinearEquationSolver.h"
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#include "src/settings/SettingsManager.h"
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#include "src/utility/constants.h"
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#include "src/settings/modules/EigenEquationSolverSettings.h"
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TEST(EigenLinearEquationSolver, SolveWithStandardOptions) {
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ASSERT_NO_THROW(storm::storage::SparseMatrixBuilder<double> builder);
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storm::storage::SparseMatrixBuilder<double> builder;
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ASSERT_NO_THROW(builder.addNextValue(0, 0, 2));
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ASSERT_NO_THROW(builder.addNextValue(0, 1, 4));
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ASSERT_NO_THROW(builder.addNextValue(0, 2, -2));
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ASSERT_NO_THROW(builder.addNextValue(1, 0, 4));
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ASSERT_NO_THROW(builder.addNextValue(1, 1, -1));
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ASSERT_NO_THROW(builder.addNextValue(1, 2, 5));
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ASSERT_NO_THROW(builder.addNextValue(2, 0, -1));
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ASSERT_NO_THROW(builder.addNextValue(2, 1, -1));
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ASSERT_NO_THROW(builder.addNextValue(2, 2, 3));
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storm::storage::SparseMatrix<double> A;
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ASSERT_NO_THROW(A = builder.build());
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std::vector<double> x(3);
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std::vector<double> b = {16, -4, -7};
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ASSERT_NO_THROW(storm::solver::EigenLinearEquationSolver<double> solver(A));
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storm::solver::EigenLinearEquationSolver<double> solver(A);
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ASSERT_NO_THROW(solver.solveEquationSystem(x, b));
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ASSERT_LT(std::abs(x[0] - 1), storm::settings::getModule<storm::settings::modules::EigenEquationSolverSettings>().getPrecision());
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ASSERT_LT(std::abs(x[1] - 3), storm::settings::getModule<storm::settings::modules::EigenEquationSolverSettings>().getPrecision());
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ASSERT_LT(std::abs(x[2] - (-1)), storm::settings::getModule<storm::settings::modules::EigenEquationSolverSettings>().getPrecision());
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}
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TEST(EigenLinearEquationSolver, SparseLU) {
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ASSERT_NO_THROW(storm::storage::SparseMatrixBuilder<double> builder);
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storm::storage::SparseMatrixBuilder<double> builder;
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ASSERT_NO_THROW(builder.addNextValue(0, 0, 2));
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ASSERT_NO_THROW(builder.addNextValue(0, 1, 4));
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ASSERT_NO_THROW(builder.addNextValue(0, 2, -2));
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ASSERT_NO_THROW(builder.addNextValue(1, 0, 4));
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ASSERT_NO_THROW(builder.addNextValue(1, 1, -1));
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ASSERT_NO_THROW(builder.addNextValue(1, 2, 5));
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ASSERT_NO_THROW(builder.addNextValue(2, 0, -1));
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ASSERT_NO_THROW(builder.addNextValue(2, 1, -1));
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ASSERT_NO_THROW(builder.addNextValue(2, 2, 3));
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storm::storage::SparseMatrix<double> A;
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ASSERT_NO_THROW(A = builder.build());
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std::vector<double> x(3);
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std::vector<double> b = {16, -4, -7};
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ASSERT_NO_THROW(storm::solver::EigenLinearEquationSolver<double> solver(A, storm::solver::EigenLinearEquationSolver<double>::SolutionMethod::SparseLU, 1e-6, 10000, storm::solver::EigenLinearEquationSolver<double>::Preconditioner::None));
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storm::solver::EigenLinearEquationSolver<double> solver(A, storm::solver::EigenLinearEquationSolver<double>::SolutionMethod::SparseLU, 1e-6, 10000, storm::solver::EigenLinearEquationSolver<double>::Preconditioner::None);
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ASSERT_NO_THROW(solver.solveEquationSystem(x, b));
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ASSERT_LT(std::abs(x[0] - 1), storm::settings::getModule<storm::settings::modules::EigenEquationSolverSettings>().getPrecision());
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ASSERT_LT(std::abs(x[1] - 3), storm::settings::getModule<storm::settings::modules::EigenEquationSolverSettings>().getPrecision());
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ASSERT_LT(std::abs(x[2] - (-1)), storm::settings::getModule<storm::settings::modules::EigenEquationSolverSettings>().getPrecision());
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}
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TEST(EigenLinearEquationSolver, SparseLU_RationalNumber) {
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ASSERT_NO_THROW(storm::storage::SparseMatrixBuilder<storm::RationalNumber> builder);
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storm::storage::SparseMatrixBuilder<storm::RationalNumber> builder;
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ASSERT_NO_THROW(builder.addNextValue(0, 0, 2));
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ASSERT_NO_THROW(builder.addNextValue(0, 1, 4));
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ASSERT_NO_THROW(builder.addNextValue(0, 2, -2));
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ASSERT_NO_THROW(builder.addNextValue(1, 0, 4));
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ASSERT_NO_THROW(builder.addNextValue(1, 1, -1));
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ASSERT_NO_THROW(builder.addNextValue(1, 2, 5));
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ASSERT_NO_THROW(builder.addNextValue(2, 0, -1));
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ASSERT_NO_THROW(builder.addNextValue(2, 1, -1));
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ASSERT_NO_THROW(builder.addNextValue(2, 2, 3));
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storm::storage::SparseMatrix<storm::RationalNumber> A;
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ASSERT_NO_THROW(A = builder.build());
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std::vector<storm::RationalNumber> x(3);
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std::vector<storm::RationalNumber> b = {16, -4, -7};
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ASSERT_NO_THROW(storm::solver::EigenLinearEquationSolver<storm::RationalNumber> solver(A, storm::solver::EigenLinearEquationSolver<storm::RationalNumber>::SolutionMethod::SparseLU));
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storm::solver::EigenLinearEquationSolver<storm::RationalNumber> solver(A, storm::solver::EigenLinearEquationSolver<storm::RationalNumber>::SolutionMethod::SparseLU);
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ASSERT_NO_THROW(solver.solveEquationSystem(x, b));
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ASSERT_TRUE(storm::utility::isOne(x[0]));
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ASSERT_TRUE(x[1] == 3);
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ASSERT_TRUE(x[2] == -1);
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}
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TEST(EigenLinearEquationSolver, SparseLU_RationalFunction) {
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ASSERT_NO_THROW(storm::storage::SparseMatrixBuilder<storm::RationalFunction> builder);
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storm::storage::SparseMatrixBuilder<storm::RationalFunction> builder;
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ASSERT_NO_THROW(builder.addNextValue(0, 0, storm::RationalFunction(2)));
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ASSERT_NO_THROW(builder.addNextValue(0, 1, storm::RationalFunction(4)));
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ASSERT_NO_THROW(builder.addNextValue(0, 2, storm::RationalFunction(-2)));
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ASSERT_NO_THROW(builder.addNextValue(1, 0, storm::RationalFunction(4)));
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ASSERT_NO_THROW(builder.addNextValue(1, 1, storm::RationalFunction(-1)));
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ASSERT_NO_THROW(builder.addNextValue(1, 2, storm::RationalFunction(5)));
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ASSERT_NO_THROW(builder.addNextValue(2, 0, storm::RationalFunction(-1)));
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ASSERT_NO_THROW(builder.addNextValue(2, 1, storm::RationalFunction(-1)));
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ASSERT_NO_THROW(builder.addNextValue(2, 2, storm::RationalFunction(3)));
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storm::storage::SparseMatrix<storm::RationalFunction> A;
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ASSERT_NO_THROW(A = builder.build());
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std::vector<storm::RationalFunction> x(3);
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std::vector<storm::RationalFunction> b = {storm::RationalFunction(16), storm::RationalFunction(-4), storm::RationalFunction(-7)};
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ASSERT_NO_THROW(storm::solver::EigenLinearEquationSolver<storm::RationalFunction> solver(A, storm::solver::EigenLinearEquationSolver<storm::RationalFunction>::SolutionMethod::SparseLU));
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storm::solver::EigenLinearEquationSolver<storm::RationalFunction> solver(A, storm::solver::EigenLinearEquationSolver<storm::RationalFunction>::SolutionMethod::SparseLU);
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ASSERT_NO_THROW(solver.solveEquationSystem(x, b));
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ASSERT_TRUE(storm::utility::isOne(x[0]));
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ASSERT_TRUE(x[1] == storm::RationalFunction(3));
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ASSERT_TRUE(x[2] == storm::RationalFunction(-1));
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}
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TEST(EigenLinearEquationSolver, BiCGSTAB) {
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ASSERT_NO_THROW(storm::storage::SparseMatrixBuilder<double> builder);
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storm::storage::SparseMatrixBuilder<double> builder;
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ASSERT_NO_THROW(builder.addNextValue(0, 0, 2));
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ASSERT_NO_THROW(builder.addNextValue(0, 1, 4));
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ASSERT_NO_THROW(builder.addNextValue(0, 2, -2));
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ASSERT_NO_THROW(builder.addNextValue(1, 0, 4));
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ASSERT_NO_THROW(builder.addNextValue(1, 1, -1));
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ASSERT_NO_THROW(builder.addNextValue(1, 2, 5));
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ASSERT_NO_THROW(builder.addNextValue(2, 0, -1));
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ASSERT_NO_THROW(builder.addNextValue(2, 1, -1));
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ASSERT_NO_THROW(builder.addNextValue(2, 2, 3));
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storm::storage::SparseMatrix<double> A;
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ASSERT_NO_THROW(A = builder.build());
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std::vector<double> x(3);
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std::vector<double> b = {16, -4, -7};
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ASSERT_NO_THROW(storm::solver::EigenLinearEquationSolver<double> solver(A, storm::solver::EigenLinearEquationSolver<double>::SolutionMethod::Bicgstab, 1e-6, 10000, storm::solver::EigenLinearEquationSolver<double>::Preconditioner::None));
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storm::solver::EigenLinearEquationSolver<double> solver(A, storm::solver::EigenLinearEquationSolver<double>::SolutionMethod::Bicgstab, 1e-6, 10000, storm::solver::EigenLinearEquationSolver<double>::Preconditioner::None);
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ASSERT_NO_THROW(solver.solveEquationSystem(x, b));
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ASSERT_LT(std::abs(x[0] - 1), storm::settings::getModule<storm::settings::modules::EigenEquationSolverSettings>().getPrecision());
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ASSERT_LT(std::abs(x[1] - 3), storm::settings::getModule<storm::settings::modules::EigenEquationSolverSettings>().getPrecision());
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ASSERT_LT(std::abs(x[2] - (-1)), storm::settings::getModule<storm::settings::modules::EigenEquationSolverSettings>().getPrecision());
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}
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TEST(EigenLinearEquationSolver, BiCGSTAB_Ilu) {
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ASSERT_NO_THROW(storm::storage::SparseMatrixBuilder<double> builder);
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storm::storage::SparseMatrixBuilder<double> builder;
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ASSERT_NO_THROW(builder.addNextValue(0, 0, 2));
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ASSERT_NO_THROW(builder.addNextValue(0, 1, 4));
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ASSERT_NO_THROW(builder.addNextValue(0, 2, -2));
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ASSERT_NO_THROW(builder.addNextValue(1, 0, 4));
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ASSERT_NO_THROW(builder.addNextValue(1, 1, -1));
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ASSERT_NO_THROW(builder.addNextValue(1, 2, 5));
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ASSERT_NO_THROW(builder.addNextValue(2, 0, -1));
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ASSERT_NO_THROW(builder.addNextValue(2, 1, -1));
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ASSERT_NO_THROW(builder.addNextValue(2, 2, 3));
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storm::storage::SparseMatrix<double> A;
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ASSERT_NO_THROW(A = builder.build());
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std::vector<double> x(3);
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std::vector<double> b = {16, -4, -7};
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ASSERT_NO_THROW(storm::solver::EigenLinearEquationSolver<double> solver(A, storm::solver::EigenLinearEquationSolver<double>::SolutionMethod::Bicgstab, 1e-6, 10000, storm::solver::EigenLinearEquationSolver<double>::Preconditioner::Ilu));
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storm::solver::EigenLinearEquationSolver<double> solver(A, storm::solver::EigenLinearEquationSolver<double>::SolutionMethod::Bicgstab, 1e-6, 10000, storm::solver::EigenLinearEquationSolver<double>::Preconditioner::Ilu);
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ASSERT_NO_THROW(solver.solveEquationSystem(x, b));
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ASSERT_LT(std::abs(x[0] - 1), storm::settings::getModule<storm::settings::modules::EigenEquationSolverSettings>().getPrecision());
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ASSERT_LT(std::abs(x[1] - 3), storm::settings::getModule<storm::settings::modules::EigenEquationSolverSettings>().getPrecision());
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ASSERT_LT(std::abs(x[2] - (-1)), storm::settings::getModule<storm::settings::modules::EigenEquationSolverSettings>().getPrecision());
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}
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TEST(EigenLinearEquationSolver, BiCGSTAB_Diagonal) {
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ASSERT_NO_THROW(storm::storage::SparseMatrixBuilder<double> builder);
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storm::storage::SparseMatrixBuilder<double> builder;
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ASSERT_NO_THROW(builder.addNextValue(0, 0, 2));
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ASSERT_NO_THROW(builder.addNextValue(0, 1, 4));
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ASSERT_NO_THROW(builder.addNextValue(0, 2, -2));
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ASSERT_NO_THROW(builder.addNextValue(1, 0, 4));
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ASSERT_NO_THROW(builder.addNextValue(1, 1, -1));
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ASSERT_NO_THROW(builder.addNextValue(1, 2, 5));
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ASSERT_NO_THROW(builder.addNextValue(2, 0, -1));
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ASSERT_NO_THROW(builder.addNextValue(2, 1, -1));
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ASSERT_NO_THROW(builder.addNextValue(2, 2, 3));
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storm::storage::SparseMatrix<double> A;
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ASSERT_NO_THROW(A = builder.build());
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std::vector<double> x(3);
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std::vector<double> b = {16, -4, -7};
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ASSERT_NO_THROW(storm::solver::EigenLinearEquationSolver<double> solver(A, storm::solver::EigenLinearEquationSolver<double>::SolutionMethod::Bicgstab, 1e-6, 10000, storm::solver::EigenLinearEquationSolver<double>::Preconditioner::Diagonal));
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storm::solver::EigenLinearEquationSolver<double> solver(A, storm::solver::EigenLinearEquationSolver<double>::SolutionMethod::Bicgstab, 1e-6, 10000, storm::solver::EigenLinearEquationSolver<double>::Preconditioner::Diagonal);
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ASSERT_NO_THROW(solver.solveEquationSystem(x, b));
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ASSERT_LT(std::abs(x[0] - 1), storm::settings::getModule<storm::settings::modules::EigenEquationSolverSettings>().getPrecision());
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ASSERT_LT(std::abs(x[1] - 3), storm::settings::getModule<storm::settings::modules::EigenEquationSolverSettings>().getPrecision());
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ASSERT_LT(std::abs(x[2] - (-1)), storm::settings::getModule<storm::settings::modules::EigenEquationSolverSettings>().getPrecision());
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}
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TEST(EigenLinearEquationSolver, MatrixVectorMultplication) {
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ASSERT_NO_THROW(storm::storage::SparseMatrixBuilder<double> builder);
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storm::storage::SparseMatrixBuilder<double> builder;
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ASSERT_NO_THROW(builder.addNextValue(0, 1, 0.5));
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ASSERT_NO_THROW(builder.addNextValue(0, 4, 0.5));
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ASSERT_NO_THROW(builder.addNextValue(1, 2, 0.5));
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ASSERT_NO_THROW(builder.addNextValue(1, 4, 0.5));
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ASSERT_NO_THROW(builder.addNextValue(2, 3, 0.5));
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ASSERT_NO_THROW(builder.addNextValue(2, 4, 0.5));
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ASSERT_NO_THROW(builder.addNextValue(3, 4, 1));
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ASSERT_NO_THROW(builder.addNextValue(4, 4, 1));
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storm::storage::SparseMatrix<double> A;
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ASSERT_NO_THROW(A = builder.build());
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std::vector<double> x(5);
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x[4] = 1;
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storm::solver::EigenLinearEquationSolver<double> solver(A);
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ASSERT_NO_THROW(solver.performMatrixVectorMultiplication(x, nullptr, 4));
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ASSERT_LT(std::abs(x[0] - 1), storm::settings::getModule<storm::settings::modules::EigenEquationSolverSettings>().getPrecision());
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}
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