Tim Quatmann
4 years ago
3 changed files with 178 additions and 10 deletions
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11src/storm/modelchecker/csl/HybridMarkovAutomatonCslModelChecker.cpp
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99src/storm/modelchecker/helper/infinitehorizon/HybridNondeterministicInfiniteHorizonHelper.cpp
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64src/storm/modelchecker/helper/infinitehorizon/HybridNondeterministicInfiniteHorizonHelper.h
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#include "HybridNondeterministicInfiniteHorizonHelper.h"
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#include "storm/modelchecker/helper/infinitehorizon/SparseNondeterministicInfiniteHorizonHelper.h"
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#include "storm/modelchecker/helper/utility/SetInformationFromOtherHelper.h"
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#include "storm/utility/macros.h"
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#include "storm/exceptions/NotSupportedException.h"
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namespace storm { |
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namespace modelchecker { |
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namespace helper { |
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template <typename ValueType, storm::dd::DdType DdType> |
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HybridNondeterministicInfiniteHorizonHelper<ValueType, DdType>::HybridNondeterministicInfiniteHorizonHelper(storm::models::symbolic::NondeterministicModel<DdType, ValueType> const& model, storm::dd::Add<DdType, ValueType> const& transitionMatrix) : _model(model), _transitionMatrix(transitionMatrix), _markovianStates(nullptr), _exitRates(nullptr) { |
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// Intentionally left empty.
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} |
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template <typename ValueType, storm::dd::DdType DdType> |
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HybridNondeterministicInfiniteHorizonHelper<ValueType, DdType>::HybridNondeterministicInfiniteHorizonHelper(storm::models::symbolic::NondeterministicModel<DdType, ValueType> const& model, storm::dd::Add<DdType, ValueType> const& transitionMatrix, storm::dd::Bdd<DdType> const& markovianStates, storm::dd::Add<DdType, ValueType> const& exitRateVector) : _model(model), _transitionMatrix(transitionMatrix), _markovianStates(&markovianStates), _exitRates(&exitRateVector) { |
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// Intentionally left empty.
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} |
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template <typename ValueType, storm::dd::DdType DdType> |
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std::unique_ptr<HybridQuantitativeCheckResult<DdType, ValueType>> HybridNondeterministicInfiniteHorizonHelper<ValueType, DdType>::computeLongRunAverageProbabilities(Environment const& env, storm::dd::Bdd<DdType> const& psiStates) { |
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// Convert this query to an instance for the sparse engine.
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// Create ODD for the translation.
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storm::dd::Odd odd = _model.getReachableStates().createOdd(); |
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storm::storage::SparseMatrix<ValueType> explicitTransitionMatrix = _transitionMatrix.toMatrix(_model.getNondeterminismVariables(), odd, odd); |
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std::unique_ptr<storm::modelchecker::helper::SparseNondeterministicInfiniteHorizonHelper<ValueType>> sparseHelper; |
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std::vector<ValueType> explicitExitRateVector; |
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storm::storage::BitVector explicitMarkovianStates; |
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if (isContinuousTime()) { |
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explicitExitRateVector = _exitRates->toVector(odd); |
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explicitMarkovianStates = _markovianStates->toVector(odd); |
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sparseHelper = std::make_unique<storm::modelchecker::helper::SparseNondeterministicInfiniteHorizonHelper<ValueType>>(explicitTransitionMatrix, explicitMarkovianStates, explicitExitRateVector); |
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} else { |
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sparseHelper = std::make_unique<storm::modelchecker::helper::SparseNondeterministicInfiniteHorizonHelper<ValueType>>(explicitTransitionMatrix); |
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} |
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storm::modelchecker::helper::setInformationFromOtherHelperNondeterministic(*sparseHelper, *this, [&odd](storm::dd::Bdd<DdType> const& s){ return s.toVector(odd); }); |
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STORM_LOG_WARN_COND(!this->isProduceSchedulerSet(), "Scheduler extraction not supported in Hybrid engine."); |
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auto explicitResult = sparseHelper->computeLongRunAverageProbabilities(env, psiStates.toVector(odd)); |
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return std::make_unique<HybridQuantitativeCheckResult<DdType, ValueType>>(_model.getReachableStates(), _model.getManager().getBddZero(), _model.getManager().template getAddZero<ValueType>(), _model.getReachableStates(), std::move(odd), std::move(explicitResult)); |
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} |
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template <typename ValueType, storm::dd::DdType DdType> |
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std::unique_ptr<HybridQuantitativeCheckResult<DdType, ValueType>> HybridNondeterministicInfiniteHorizonHelper<ValueType, DdType>::computeLongRunAverageRewards(Environment const& env, storm::models::symbolic::StandardRewardModel<DdType, ValueType> const& rewardModel) { |
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// Convert this query to an instance for the sparse engine.
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// Create ODD for the translation.
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storm::dd::Odd odd = _model.getReachableStates().createOdd(); |
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// Create matrix and reward vectors
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storm::storage::SparseMatrix<ValueType> explicitTransitionMatrix; |
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std::vector<ValueType> explicitStateRewards, explicitActionRewards; |
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if (rewardModel.hasStateRewards()) { |
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explicitStateRewards = rewardModel.getStateRewardVector().toVector(odd); |
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} |
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if (rewardModel.hasStateActionRewards()) { |
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// Matrix and action-based vector have to be produced at the same time to guarantee the correct order
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auto matrixRewards = _transitionMatrix.toMatrixVector(rewardModel.getStateActionRewardVector(), _model.getNondeterminismVariables(), odd, odd); |
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explicitTransitionMatrix = std::move(matrixRewards.first); |
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explicitActionRewards = std::move(matrixRewards.second); |
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} else { |
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// Translate matrix only
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explicitTransitionMatrix = _transitionMatrix.toMatrix(_model.getNondeterminismVariables(), odd, odd); |
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} |
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STORM_LOG_THROW(!rewardModel.hasTransitionRewards(), storm::exceptions::NotSupportedException, "Transition rewards are not supported in this engine."); |
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// Create remaining components and helper
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std::vector<ValueType> explicitExitRateVector; |
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storm::storage::BitVector explicitMarkovianStates; |
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std::unique_ptr<storm::modelchecker::helper::SparseNondeterministicInfiniteHorizonHelper<ValueType>> sparseHelper; |
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if (isContinuousTime()) { |
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explicitExitRateVector = _exitRates->toVector(odd); |
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explicitMarkovianStates = _markovianStates->toVector(odd); |
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sparseHelper = std::make_unique<storm::modelchecker::helper::SparseNondeterministicInfiniteHorizonHelper<ValueType>>(explicitTransitionMatrix, explicitMarkovianStates, explicitExitRateVector); |
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} else { |
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sparseHelper = std::make_unique<storm::modelchecker::helper::SparseNondeterministicInfiniteHorizonHelper<ValueType>>(explicitTransitionMatrix); |
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} |
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storm::modelchecker::helper::setInformationFromOtherHelperNondeterministic(*sparseHelper, *this, [&odd](storm::dd::Bdd<DdType> const& s){ return s.toVector(odd); }); |
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STORM_LOG_WARN_COND(!this->isProduceSchedulerSet(), "Scheduler extraction not supported in Hybrid engine."); |
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auto explicitResult = sparseHelper->computeLongRunAverageValues(env, rewardModel.hasStateRewards() ? &explicitStateRewards : nullptr, rewardModel.hasStateActionRewards() ? &explicitActionRewards : nullptr); |
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return std::make_unique<HybridQuantitativeCheckResult<DdType, ValueType>>(_model.getReachableStates(), _model.getManager().getBddZero(), _model.getManager().template getAddZero<ValueType>(), _model.getReachableStates(), std::move(odd), std::move(explicitResult)); |
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} |
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template <typename ValueType, storm::dd::DdType DdType> |
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bool HybridNondeterministicInfiniteHorizonHelper<ValueType, DdType>::isContinuousTime() const { |
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STORM_LOG_ASSERT((_markovianStates == nullptr) == (_exitRates == nullptr), "Inconsistent information given: Have Markovian states but no exit rates (or vice versa)." ); |
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return _markovianStates != nullptr; |
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} |
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template class HybridNondeterministicInfiniteHorizonHelper<double, storm::dd::DdType::CUDD>; |
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template class HybridNondeterministicInfiniteHorizonHelper<double, storm::dd::DdType::Sylvan>; |
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template class HybridNondeterministicInfiniteHorizonHelper<storm::RationalNumber, storm::dd::DdType::Sylvan>; |
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} |
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} |
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} |
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#pragma once |
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#include "storm/modelchecker/helper/SingleValueModelCheckerHelper.h" |
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#include "storm/modelchecker/results/HybridQuantitativeCheckResult.h" |
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#include "storm/models/symbolic/NondeterministicModel.h" |
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#include "storm/models/symbolic/StandardRewardModel.h" |
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#include "storm/storage/dd/DdManager.h" |
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#include "storm/storage/dd/Add.h" |
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#include "storm/storage/dd/Bdd.h" |
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namespace storm { |
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class Environment; |
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namespace modelchecker { |
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namespace helper { |
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/*! |
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* Helper class for model checking queries that depend on the long run behavior of the (nondeterministic) system. |
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*/ |
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template <typename ValueType, storm::dd::DdType DdType> |
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class HybridNondeterministicInfiniteHorizonHelper : public SingleValueModelCheckerHelper<ValueType, DdType> { |
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public: |
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/*! |
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* Initializes the helper for a discrete time (i.e. MDP) |
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*/ |
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HybridNondeterministicInfiniteHorizonHelper(storm::models::symbolic::NondeterministicModel<DdType, ValueType> const& model, storm::dd::Add<DdType, ValueType> const& transitionMatrix); |
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/*! |
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* Initializes the helper for a continuous time (i.e. MA) |
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*/ |
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HybridNondeterministicInfiniteHorizonHelper(storm::models::symbolic::NondeterministicModel<DdType, ValueType> const& model, storm::dd::Add<DdType, ValueType> const& transitionMatrix, storm::dd::Bdd<DdType> const& markovianStates, storm::dd::Add<DdType, ValueType> const& _exitRates); |
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/*! |
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* Computes the long run average probabilities, i.e., the fraction of the time we are in a psiState |
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* @return a value for each state |
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*/ |
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std::unique_ptr<HybridQuantitativeCheckResult<DdType, ValueType>> computeLongRunAverageProbabilities(Environment const& env, storm::dd::Bdd<DdType> const& psiStates); |
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/*! |
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* Computes the long run average rewards, i.e., the average reward collected per time unit |
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* @return a value for each state |
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*/ |
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std::unique_ptr<HybridQuantitativeCheckResult<DdType, ValueType>> computeLongRunAverageRewards(Environment const& env, storm::models::symbolic::StandardRewardModel<DdType, ValueType> const& rewardModel); |
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protected: |
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/*! |
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* @return true iff this is a computation on a continuous time model (i.e. MA) |
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*/ |
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bool isContinuousTime() const; |
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private: |
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storm::models::symbolic::NondeterministicModel<DdType, ValueType> const& _model; |
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storm::dd::Add<DdType, ValueType> const& _transitionMatrix; |
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storm::dd::Bdd<DdType> const* _markovianStates; |
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storm::dd::Add<DdType, ValueType> const* _exitRates; |
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}; |
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} |
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} |
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} |
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