#pragma once #include "storm/solver/MultiplicationStyle.h" #include "storm/utility/NumberTraits.h" #include "storm/solver/LinearEquationSolver.h" #include "storm/solver/StandardMinMaxLinearEquationSolver.h" #include "storm/solver/SolverStatus.h" namespace storm { class Environment; namespace solver { template<typename ValueType> class IterativeMinMaxLinearEquationSolver : public StandardMinMaxLinearEquationSolver<ValueType> { public: IterativeMinMaxLinearEquationSolver(std::unique_ptr<LinearEquationSolverFactory<ValueType>>&& linearEquationSolverFactory); IterativeMinMaxLinearEquationSolver(storm::storage::SparseMatrix<ValueType> const& A, std::unique_ptr<LinearEquationSolverFactory<ValueType>>&& linearEquationSolverFactory); IterativeMinMaxLinearEquationSolver(storm::storage::SparseMatrix<ValueType>&& A, std::unique_ptr<LinearEquationSolverFactory<ValueType>>&& linearEquationSolverFactory); virtual bool internalSolveEquations(Environment const& env, OptimizationDirection dir, std::vector<ValueType>& x, std::vector<ValueType> const& b) const override; virtual void clearCache() const override; virtual MinMaxLinearEquationSolverRequirements getRequirements(Environment const& env, boost::optional<storm::solver::OptimizationDirection> const& direction = boost::none, bool const& assumeNoInitialScheduler = false) const override; private: MinMaxMethod getMethod(Environment const& env, bool isExactMode) const; bool solveInducedEquationSystem(Environment const& env, std::unique_ptr<LinearEquationSolver<ValueType>>& linearEquationSolver, std::vector<uint64_t> const& scheduler, std::vector<ValueType>& x, std::vector<ValueType>& subB, std::vector<ValueType> const& originalB) const; bool solveEquationsPolicyIteration(Environment const& env, OptimizationDirection dir, std::vector<ValueType>& x, std::vector<ValueType> const& b) const; bool valueImproved(OptimizationDirection dir, ValueType const& value1, ValueType const& value2) const; bool solveEquationsValueIteration(Environment const& env, OptimizationDirection dir, std::vector<ValueType>& x, std::vector<ValueType> const& b) const; bool solveEquationsSoundValueIteration(Environment const& env, OptimizationDirection dir, std::vector<ValueType>& x, std::vector<ValueType> const& b) const; bool solveEquationsRationalSearch(Environment const& env, OptimizationDirection dir, std::vector<ValueType>& x, std::vector<ValueType> const& b) const; template<typename RationalType, typename ImpreciseType> bool solveEquationsRationalSearchHelper(Environment const& env, OptimizationDirection dir, IterativeMinMaxLinearEquationSolver<ImpreciseType> const& impreciseSolver, storm::storage::SparseMatrix<RationalType> const& rationalA, std::vector<RationalType>& rationalX, std::vector<RationalType> const& rationalB, storm::storage::SparseMatrix<ImpreciseType> const& A, std::vector<ImpreciseType>& x, std::vector<ImpreciseType> const& b, std::vector<ImpreciseType>& tmpX) const; template<typename ImpreciseType> typename std::enable_if<std::is_same<ValueType, ImpreciseType>::value && !NumberTraits<ValueType>::IsExact, bool>::type solveEquationsRationalSearchHelper(Environment const& env, OptimizationDirection dir, std::vector<ValueType>& x, std::vector<ValueType> const& b) const; template<typename ImpreciseType> typename std::enable_if<std::is_same<ValueType, ImpreciseType>::value && NumberTraits<ValueType>::IsExact, bool>::type solveEquationsRationalSearchHelper(Environment const& env, OptimizationDirection dir, std::vector<ValueType>& x, std::vector<ValueType> const& b) const; template<typename ImpreciseType> typename std::enable_if<!std::is_same<ValueType, ImpreciseType>::value, bool>::type solveEquationsRationalSearchHelper(Environment const& env, OptimizationDirection dir, std::vector<ValueType>& x, std::vector<ValueType> const& b) const; template<typename RationalType, typename ImpreciseType> static bool sharpen(storm::OptimizationDirection dir, uint64_t precision, storm::storage::SparseMatrix<RationalType> const& A, std::vector<ImpreciseType> const& x, std::vector<RationalType> const& b, std::vector<RationalType>& tmp); static bool isSolution(storm::OptimizationDirection dir, storm::storage::SparseMatrix<ValueType> const& matrix, std::vector<ValueType> const& values, std::vector<ValueType> const& b); void computeOptimalValueForRowGroup(uint_fast64_t group, OptimizationDirection dir, std::vector<ValueType>& x, std::vector<ValueType> const& b, uint_fast64_t* choice = nullptr) const; struct ValueIterationResult { ValueIterationResult(uint64_t iterations, SolverStatus status) : iterations(iterations), status(status) { // Intentionally left empty. } uint64_t iterations; SolverStatus status; }; template <typename ValueTypePrime> friend class IterativeMinMaxLinearEquationSolver; ValueIterationResult performValueIteration(OptimizationDirection dir, std::vector<ValueType>*& currentX, std::vector<ValueType>*& newX, std::vector<ValueType> const& b, ValueType const& precision, bool relative, SolverGuarantee const& guarantee, uint64_t currentIterations, uint64_t maximalNumberOfIterations, storm::solver::MultiplicationStyle const& multiplicationStyle) const; void createLinearEquationSolver(Environment const& env) const; // possibly cached data mutable std::unique_ptr<std::vector<ValueType>> auxiliaryRowGroupVector; // A.rowGroupCount() entries mutable std::unique_ptr<std::vector<ValueType>> auxiliaryRowGroupVector2; // A.rowGroupCount() entries mutable std::unique_ptr<std::vector<uint64_t>> rowGroupOrdering; // A.rowGroupCount() entries SolverStatus updateStatusIfNotConverged(SolverStatus status, std::vector<ValueType> const& x, uint64_t iterations, uint64_t maximalNumberOfIterations, SolverGuarantee const& guarantee) const; static void reportStatus(SolverStatus status, uint64_t iterations); }; template<typename ValueType> class IterativeMinMaxLinearEquationSolverFactory : public StandardMinMaxLinearEquationSolverFactory<ValueType> { public: IterativeMinMaxLinearEquationSolverFactory(); IterativeMinMaxLinearEquationSolverFactory(std::unique_ptr<LinearEquationSolverFactory<ValueType>>&& linearEquationSolverFactory); IterativeMinMaxLinearEquationSolverFactory(EquationSolverType const& solverType); // Make the other create methods visible. using MinMaxLinearEquationSolverFactory<ValueType>::create; virtual std::unique_ptr<MinMaxLinearEquationSolver<ValueType>> create(Environment const& env) const override; }; } }