@ -1,3 +1,4 @@
# include <utility/graph.h>
# include "SparseSmgRpatlHelper.h"
# include "SparseSmgRpatlHelper.h"
# include "storm/environment/Environment.h"
# include "storm/environment/Environment.h"
@ -5,9 +6,8 @@
# include "storm/environment/solver/MinMaxSolverEnvironment.h"
# include "storm/environment/solver/MinMaxSolverEnvironment.h"
# include "storm/solver/MinMaxLinearEquationSolver.h"
# include "storm/solver/MinMaxLinearEquationSolver.h"
# include "storm/utility/vector.h"
# include "storm/utility/vector.h"
# include "storm/utility/graph.h"
# include "storm/modelchecker/rpatl/helper/internal/GameViHelper.h"
# include "storm/modelchecker/rpatl/helper/internal/GameViHelper.h"
# include "storm/modelchecker/rpatl/helper/internal/BoundedGloballyGameViHelper.h"
namespace storm {
namespace storm {
namespace modelchecker {
namespace modelchecker {
@ -19,44 +19,56 @@ namespace storm {
auto solverEnv = env ;
auto solverEnv = env ;
solverEnv . solver ( ) . minMax ( ) . setMethod ( storm : : solver : : MinMaxMethod : : ValueIteration , false ) ;
solverEnv . solver ( ) . minMax ( ) . setMethod ( storm : : solver : : MinMaxMethod : : ValueIteration , false ) ;
// Initialize the solution vector.
std : : vector < ValueType > x = std : : vector < ValueType > ( transitionMatrix . getRowGroupCount ( ) - psiStates . getNumberOfSetBits ( ) , storm : : utility : : zero < ValueType > ( ) ) ;
// Relevant states are those states which are phiStates and not PsiStates.
// Relevant states are those states which are phiStates and not PsiStates.
storm : : storage : : BitVector relevantStates = phiStates & ~ psiStates ;
storm : : storage : : BitVector relevantStates = phiStates & ~ psiStates ;
// TODO: check if relevantStates should be used for the size of x
// Initialize the x vector and solution vector result.
//std::vector<ValueType> x = std::vector<ValueType>(transitionMatrix.getRowGroupCount() - psiStates.getNumberOfSetBits(), storm::utility::zero<ValueType>());
std : : vector < ValueType > x = std : : vector < ValueType > ( relevantStates . getNumberOfSetBits ( ) , storm : : utility : : zero < ValueType > ( ) ) ;
std : : vector < ValueType > result = std : : vector < ValueType > ( transitionMatrix . getRowGroupCount ( ) , storm : : utility : : zero < ValueType > ( ) ) ;
std : : vector < ValueType > b = transitionMatrix . getConstrainedRowGroupSumVector ( relevantStates , psiStates ) ;
std : : vector < ValueType > b = transitionMatrix . getConstrainedRowGroupSumVector ( relevantStates , psiStates ) ;
std : : vector < ValueType > constrainedChoiceValues = std : : vector < ValueType > ( b . size ( ) , storm : : utility : : zero < ValueType > ( ) ) ;
std : : vector < ValueType > constrainedChoiceValues = std : : vector < ValueType > ( b . size ( ) , storm : : utility : : zero < ValueType > ( ) ) ;
std : : unique_ptr < storm : : storage : : Scheduler < ValueType > > scheduler ;
STORM_LOG_DEBUG ( " statesOfCoalition: " < < statesOfCoalition ) ;
storm : : storage : : BitVector clippedStatesOfCoalition ( relevantStates . getNumberOfSetBits ( ) ) ;
storm : : storage : : BitVector clippedStatesOfCoalition ( relevantStates . getNumberOfSetBits ( ) ) ;
clippedStatesOfCoalition . setClippedStatesOfCoalition ( relevantStates , statesOfCoalition ) ;
clippedStatesOfCoalition . setClippedStatesOfCoalition ( relevantStates , statesOfCoalition ) ;
clippedStatesOfCoalition . complement ( ) ;
storm : : modelchecker : : helper : : internal : : GameViHelper < ValueType > viHelper ( transitionMatrix , clippedStatesOfCoalition ) ;
STORM_LOG_DEBUG ( " clippedStatesOfCoalition " < < clippedStatesOfCoalition ) ;
//clippedStatesOfCoalition.complement();
//STORM_LOG_DEBUG("clippedStatesOfCoalition" << clippedStatesOfCoalition);
if ( ! relevantStates . empty ( ) ) {
if ( ! relevantStates . empty ( ) ) {
// Reduce the matrix to relevant states.
// Reduce the matrix to relevant states.
storm : : storage : : SparseMatrix < ValueType > submatrix = transitionMatrix . getSubmatrix ( true , relevantStates , relevantStates , false ) ;
storm : : storage : : SparseMatrix < ValueType > submatrix = transitionMatrix . getSubmatrix ( true , relevantStates , relevantStates , false ) ;
// Update the GameViHelper.
viHelper = storm : : modelchecker : : helper : : internal : : GameViHelper < ValueType > ( submatrix , clippedStatesOfCoalition ) ;
// Create GameViHelper for computations .
storm : : modelchecker : : helper : : internal : : GameViHelper < ValueType > viHelper ( submatrix , clippedStatesOfCoalition ) ;
if ( produceScheduler ) {
if ( produceScheduler ) {
viHelper . setProduceScheduler ( true ) ;
viHelper . setProduceScheduler ( true ) ;
}
}
// Perform value iteration.
viHelper . performValueIteration ( env , x , b , goal . direction ( ) ) ;
viHelper . performValueIteration ( env , x , b , goal . direction ( ) ) ;
if ( goal . isShieldingTask ( ) ) {
if ( goal . isShieldingTask ( ) ) {
viHelper . getChoiceValues ( env , x , constrainedChoiceValues ) ;
viHelper . getChoiceValues ( env , x , constrainedChoiceValues ) ;
}
}
}
// Fill up the result x with 0s and 1s for not relevant states.
viHelper . fillResultVector ( x , relevantStates , psiStates ) ;
// Fill up the constrainedChoice Values to full size.
// Fill up the constrainedChoice Values to full size.
viHelper . fillChoiceValuesVector ( constrainedChoiceValues , relevantStates , transitionMatrix . getRowGroupIndices ( ) ) ;
viHelper . fillChoiceValuesVector ( constrainedChoiceValues , relevantStates , transitionMatrix . getRowGroupIndices ( ) ) ;
std : : unique_ptr < storm : : storage : : Scheduler < ValueType > > scheduler ;
if ( produceScheduler ) {
if ( produceScheduler ) {
scheduler = std : : make_unique < storm : : storage : : Scheduler < ValueType > > ( expandScheduler ( viHelper . extractScheduler ( ) , psiStates , ~ phiStates ) ) ;
scheduler = std : : make_unique < storm : : storage : : Scheduler < ValueType > > ( expandScheduler ( viHelper . extractScheduler ( ) , psiStates , ~ phiStates ) ) ;
}
}
return SMGSparseModelCheckingHelperReturnType < ValueType > ( std : : move ( x ) , std : : move ( relevantStates ) , std : : move ( scheduler ) , std : : move ( constrainedChoiceValues ) ) ;
}
// Fill up the result vector with the values of x for the relevant states, with 1s for psi states (0 is default)
storm : : utility : : vector : : setVectorValues ( result , relevantStates , x ) ;
storm : : utility : : vector : : setVectorValues ( result , psiStates , storm : : utility : : one < ValueType > ( ) ) ;
STORM_LOG_DEBUG ( result ) ;
return SMGSparseModelCheckingHelperReturnType < ValueType > ( std : : move ( result ) , std : : move ( relevantStates ) , std : : move ( scheduler ) , std : : move ( constrainedChoiceValues ) ) ;
}
}
template < typename ValueType >
template < typename ValueType >
@ -85,6 +97,8 @@ namespace storm {
// The psiStates are flipped, then the true U part is calculated, at the end the result is flipped again.
// The psiStates are flipped, then the true U part is calculated, at the end the result is flipped again.
storm : : storage : : BitVector notPsiStates = ~ psiStates ;
storm : : storage : : BitVector notPsiStates = ~ psiStates ;
statesOfCoalition . complement ( ) ;
statesOfCoalition . complement ( ) ;
STORM_LOG_DEBUG ( statesOfCoalition ) ;
auto result = computeUntilProbabilities ( env , std : : move ( goal ) , transitionMatrix , backwardTransitions , storm : : storage : : BitVector ( transitionMatrix . getRowGroupCount ( ) , true ) , notPsiStates , qualitative , statesOfCoalition , produceScheduler , hint ) ;
auto result = computeUntilProbabilities ( env , std : : move ( goal ) , transitionMatrix , backwardTransitions , storm : : storage : : BitVector ( transitionMatrix . getRowGroupCount ( ) , true ) , notPsiStates , qualitative , statesOfCoalition , produceScheduler , hint ) ;
for ( auto & element : result . values ) {
for ( auto & element : result . values ) {
element = storm : : utility : : one < ValueType > ( ) - element ;
element = storm : : utility : : one < ValueType > ( ) - element ;
@ -92,27 +106,31 @@ namespace storm {
for ( auto & element : result . choiceValues ) {
for ( auto & element : result . choiceValues ) {
element = storm : : utility : : one < ValueType > ( ) - element ;
element = storm : : utility : : one < ValueType > ( ) - element ;
}
}
STORM_LOG_DEBUG ( result . values ) ;
return result ;
return result ;
}
}
template < typename ValueType >
template < typename ValueType >
SMGSparseModelCheckingHelperReturnType < ValueType > SparseSmgRpatlHelper < ValueType > : : computeNextProbabilities ( Environment const & env , storm : : solver : : SolveGoal < ValueType > & & goal , storm : : storage : : SparseMatrix < ValueType > const & transitionMatrix , storm : : storage : : SparseMatrix < ValueType > const & backwardTransitions , storm : : storage : : BitVector const & psiStates , bool qualitative , storm : : storage : : BitVector statesOfCoalition , bool produceScheduler , ModelCheckerHint const & hint ) {
SMGSparseModelCheckingHelperReturnType < ValueType > SparseSmgRpatlHelper < ValueType > : : computeNextProbabilities ( Environment const & env , storm : : solver : : SolveGoal < ValueType > & & goal , storm : : storage : : SparseMatrix < ValueType > const & transitionMatrix , storm : : storage : : SparseMatrix < ValueType > const & backwardTransitions , storm : : storage : : BitVector const & psiStates , bool qualitative , storm : : storage : : BitVector statesOfCoalition , bool produceScheduler , ModelCheckerHint const & hint ) {
// Create vector x for result, bitvector allStates with a true for each state and a vector b for the probability for each state to get to a psi state, choiceValues is to store choices for shielding.
std : : vector < ValueType > x = std : : vector < ValueType > ( transitionMatrix . getRowGroupCount ( ) , storm : : utility : : zero < ValueType > ( ) ) ;
// Create vector result, bitvector allStates with a true for each state and a vector b for the probability for each state to get to a psi state, choiceValues is to store choices for shielding.
std : : vector < ValueType > result = std : : vector < ValueType > ( transitionMatrix . getRowGroupCount ( ) , storm : : utility : : zero < ValueType > ( ) ) ;
storm : : storage : : BitVector allStates = storm : : storage : : BitVector ( transitionMatrix . getRowGroupCount ( ) , true ) ;
storm : : storage : : BitVector allStates = storm : : storage : : BitVector ( transitionMatrix . getRowGroupCount ( ) , true ) ;
std : : vector < ValueType > b = transitionMatrix . getConstrainedRowGroupSumVector ( allStates , psiStates ) ;
std : : vector < ValueType > b = transitionMatrix . getConstrainedRowGroupSumVector ( allStates , psiStates ) ;
std : : vector < ValueType > choiceValues = std : : vector < ValueType > ( transitionMatrix . getRowCount ( ) , storm : : utility : : zero < ValueType > ( ) ) ;
std : : vector < ValueType > choiceValues = std : : vector < ValueType > ( transitionMatrix . getRowCount ( ) , storm : : utility : : zero < ValueType > ( ) ) ;
statesOfCoalition . complement ( ) ;
statesOfCoalition . complement ( ) ;
STORM_LOG_DEBUG ( statesOfCoalition ) ;
if ( produceScheduler ) {
if ( produceScheduler ) {
STORM_LOG_WARN ( " Next formula does not expect that produceScheduler is set to true. " ) ;
STORM_LOG_WARN ( " Next formula does not expect that produceScheduler is set to true. " ) ;
}
}
// Create a multiplier for reduction.
// Create a multiplier for reduction.
auto multiplier = storm : : solver : : MultiplierFactory < ValueType > ( ) . create ( env , transitionMatrix ) ;
auto multiplier = storm : : solver : : MultiplierFactory < ValueType > ( ) . create ( env , transitionMatrix ) ;
multiplier - > reduce ( env , goal . direction ( ) , b , transitionMatrix . getRowGroupIndices ( ) , x , & statesOfCoalition ) ;
multiplier - > reduce ( env , goal . direction ( ) , b , transitionMatrix . getRowGroupIndices ( ) , result , & statesOfCoalition ) ;
if ( goal . isShieldingTask ( ) ) {
if ( goal . isShieldingTask ( ) ) {
choiceValues = b ;
choiceValues = b ;
}
}
return SMGSparseModelCheckingHelperReturnType < ValueType > ( std : : move ( x ) , std : : move ( allStates ) , nullptr , std : : move ( choiceValues ) ) ;
STORM_LOG_DEBUG ( result ) ;
return SMGSparseModelCheckingHelperReturnType < ValueType > ( std : : move ( result ) , std : : move ( allStates ) , nullptr , std : : move ( choiceValues ) ) ;
}
}
template < typename ValueType >
template < typename ValueType >
@ -123,35 +141,148 @@ namespace storm {
// Relevant states are safe states - the psiStates.
// Relevant states are safe states - the psiStates.
storm : : storage : : BitVector relevantStates = psiStates ;
storm : : storage : : BitVector relevantStates = psiStates ;
// Initialize the solution vector .
// Initializations .
std : : vector < ValueType > x = std : : vector < ValueType > ( relevantStates . getNumberOfSetBits ( ) , storm : : utility : : one < ValueType > ( ) ) ;
std : : vector < ValueType > x = std : : vector < ValueType > ( relevantStates . getNumberOfSetBits ( ) , storm : : utility : : one < ValueType > ( ) ) ;
std : : vector < ValueType > b = std : : vector < ValueType > ( transitionMatrix . getConstrainedRowGroupSumVector ( relevantStates , psiStates ) . size ( ) , storm : : utility : : zero < ValueType > ( ) ) ;
std : : vector < ValueType > result = std : : vector < ValueType > ( transitionMatrix . getRowGroupCount ( ) , storm : : utility : : zero < ValueType > ( ) ) ;
std : : vector < ValueType > constrainedChoiceValues = std : : vector < ValueType > ( transitionMatrix . getConstrainedRowGroupSumVector ( relevantStates , psiStates ) . size ( ) , storm : : utility : : zero < ValueType > ( ) ) ;
std : : vector < ValueType > constrainedChoiceValues = std : : vector < ValueType > ( transitionMatrix . getConstrainedRowGroupSumVector ( relevantStates , psiStates ) . size ( ) , storm : : utility : : zero < ValueType > ( ) ) ;
std : : unique_ptr < storm : : storage : : Scheduler < ValueType > > scheduler ;
storm : : storage : : BitVector clippedStatesOfCoalition ( relevantStates . getNumberOfSetBits ( ) ) ;
storm : : storage : : BitVector clippedStatesOfCoalition ( relevantStates . getNumberOfSetBits ( ) ) ;
clippedStatesOfCoalition . setClippedStatesOfCoalition ( relevantStates , statesOfCoalition ) ;
clippedStatesOfCoalition . setClippedStatesOfCoalition ( relevantStates , statesOfCoalition ) ;
clippedStatesOfCoalition . complement ( ) ;
//clippedStatesOfCoalition.complement();
STORM_LOG_DEBUG ( clippedStatesOfCoalition ) ;
// Use the bounded globally game vi helper.
storm : : modelchecker : : helper : : internal : : GameViHelper < ValueType > viHelper ( transitionMatrix , clippedStatesOfCoalition ) ;
if ( ! relevantStates . empty ( ) & & upperBound > 0 ) {
if ( ! relevantStates . empty ( ) & & upperBound > 0 ) {
// Reduce the matrix to relevant states.
// Reduce the matrix to relevant states.
storm : : storage : : SparseMatrix < ValueType > submatrix = transitionMatrix . getSubmatrix ( true , relevantStates , relevantStates , false ) ;
storm : : storage : : SparseMatrix < ValueType > submatrix = transitionMatrix . getSubmatrix ( true , relevantStates , relevantStates , false ) ;
// Update the BoundedGloballyViHelper .
// Create GameViHelper for computations .
storm : : modelchecker : : helper : : internal : : GameViHelper < ValueType > viHelper ( submatrix , clippedStatesOfCoalition ) ;
storm : : modelchecker : : helper : : internal : : GameViHelper < ValueType > viHelper ( submatrix , clippedStatesOfCoalition ) ;
if ( produceScheduler ) {
if ( produceScheduler ) {
viHelper . setProduceScheduler ( true ) ;
viHelper . setProduceScheduler ( true ) ;
}
}
viHelper . performValueIterationUpperBound ( env , x , goal . direction ( ) , upperBound , constrainedChoiceValues ) ;
}
viHelper . fillResultVector ( x , relevantStat es) ;
viHelper . performValueIterationUpperBound ( env , x , b , goal . direction ( ) , upperBound , constrainedChoiceValues ) ;
viHelper . fillChoiceValuesVector ( constrainedChoiceValues , relevantStates , transitionMatrix . getRowGroupIndices ( ) ) ;
viHelper . fillChoiceValuesVector ( constrainedChoiceValues , relevantStates , transitionMatrix . getRowGroupIndices ( ) ) ;
std : : unique_ptr < storm : : storage : : Scheduler < ValueType > > scheduler ;
if ( produceScheduler ) {
if ( produceScheduler ) {
scheduler = std : : make_unique < storm : : storage : : Scheduler < ValueType > > ( expandScheduler ( viHelper . extractScheduler ( ) , relevantStates , ~ relevantStates ) ) ;
scheduler = std : : make_unique < storm : : storage : : Scheduler < ValueType > > ( expandScheduler ( viHelper . extractScheduler ( ) , relevantStates , ~ relevantStates ) ) ;
}
}
}
// Fill up the result vector with the values of x for the relevant states (0 is default)
storm : : utility : : vector : : setVectorValues ( result , relevantStates , x ) ;
STORM_LOG_DEBUG ( result ) ;
return SMGSparseModelCheckingHelperReturnType < ValueType > ( std : : move ( result ) , std : : move ( relevantStates ) , std : : move ( scheduler ) , std : : move ( constrainedChoiceValues ) ) ;
}
template < typename ValueType >
SMGSparseModelCheckingHelperReturnType < ValueType > SparseSmgRpatlHelper < ValueType > : : computeBoundedUntilProbabilities ( Environment const & env , storm : : solver : : SolveGoal < ValueType > & & goal , storm : : storage : : SparseMatrix < ValueType > const & transitionMatrix , storm : : storage : : SparseMatrix < ValueType > const & backwardTransitions , storm : : storage : : BitVector const & phiStates , storm : : storage : : BitVector const & psiStates , bool qualitative , storm : : storage : : BitVector statesOfCoalition , bool produceScheduler , ModelCheckerHint const & hint , uint64_t lowerBound , uint64_t upperBound ) {
STORM_LOG_DEBUG ( " lowerBound = " < < lowerBound ) ;
STORM_LOG_DEBUG ( " upperBound = " < < upperBound ) ;
auto solverEnv = env ;
solverEnv . solver ( ) . minMax ( ) . setMethod ( storm : : solver : : MinMaxMethod : : ValueIteration , false ) ;
// relevantStates are default all set
// if the upper bound is 0 a psiState cannot be passed between 0 and the lower bound - we can reduce the relevant states and fill the psi states in the result with 1s.
//storm::storage::BitVector relevantStates(transitionMatrix.getRowGroupCount(), true);
storm : : storage : : BitVector relevantStates = phiStates & ~ psiStates ;
storm : : storage : : BitVector makeZeroColumns ;
/* if (goal.minimize()) {
relevantStates = storm : : utility : : graph : : performProbGreater0A ( transitionMatrix , transitionMatrix . getRowGroupIndices ( ) , backwardTransitions , phiStates , psiStates , true , upperBound ) ;
} else {
relevantStates = storm : : utility : : graph : : performProbGreater0E ( backwardTransitions , phiStates , psiStates , true , upperBound ) ;
} */
/* if(lowerBound == 0) {
STORM_LOG_DEBUG ( " LOWER BOUND = 0, relevant states are the not-psiStates " ) ;
relevantStates = phiStates & ~ psiStates ;
} */ /*else {
STORM_LOG_DEBUG ( " LOWER BOUND !=0, relevant states are all states, makeZeroColumns = psiStates " ) ;
makeZeroColumns = psiStates ;
} */
STORM_LOG_DEBUG ( " relevantStates = " < < relevantStates ) ;
// Initializations.
std : : vector < ValueType > x = std : : vector < ValueType > ( relevantStates . getNumberOfSetBits ( ) , storm : : utility : : zero < ValueType > ( ) ) ;
std : : vector < ValueType > b = transitionMatrix . getConstrainedRowGroupSumVector ( relevantStates , psiStates ) ;
std : : vector < ValueType > result = std : : vector < ValueType > ( transitionMatrix . getRowGroupCount ( ) , storm : : utility : : zero < ValueType > ( ) ) ;
std : : vector < ValueType > constrainedChoiceValues = std : : vector < ValueType > ( transitionMatrix . getConstrainedRowGroupSumVector ( relevantStates , psiStates ) . size ( ) , storm : : utility : : zero < ValueType > ( ) ) ;
std : : unique_ptr < storm : : storage : : Scheduler < ValueType > > scheduler ;
storm : : storage : : BitVector clippedStatesOfCoalition ( relevantStates . getNumberOfSetBits ( ) ) ;
clippedStatesOfCoalition . setClippedStatesOfCoalition ( relevantStates , statesOfCoalition ) ;
//clippedStatesOfCoalition.complement();
STORM_LOG_DEBUG ( clippedStatesOfCoalition ) ;
if ( ! relevantStates . empty ( ) & & upperBound > 0 ) {
// Reduce the matrix to relevant states. - relevant states are all states
storm : : storage : : SparseMatrix < ValueType > submatrix = transitionMatrix . getSubmatrix ( true , relevantStates , relevantStates , false , makeZeroColumns ) ;
// Create GameViHelper for computations.
storm : : modelchecker : : helper : : internal : : GameViHelper < ValueType > viHelper ( submatrix , clippedStatesOfCoalition ) ;
if ( produceScheduler ) {
viHelper . setProduceScheduler ( true ) ;
}
if ( lowerBound = = 0 ) {
STORM_LOG_DEBUG ( " LOWER BOUND = 0 ... " ) ;
STORM_LOG_DEBUG ( " Just peform Value Iteration with an UPPER BOUND. " ) ;
viHelper . performValueIterationUpperBound ( env , x , b , goal . direction ( ) , upperBound , constrainedChoiceValues ) ;
} else {
STORM_LOG_DEBUG ( " LOWER BOUND != 0 ... " ) ;
// TODO: change the computation: first the diff, then till the lowerBound
STORM_LOG_DEBUG ( " first multiplication ... " ) ;
viHelper . performValueIterationUpperBound ( env , x , b , goal . direction ( ) , upperBound - lowerBound + 1 , constrainedChoiceValues ) ;
STORM_LOG_DEBUG ( " x = " < < x ) ;
STORM_LOG_DEBUG ( " b = " < < b ) ;
STORM_LOG_DEBUG ( " constrainedChoiceValues = " < < constrainedChoiceValues ) ;
STORM_LOG_DEBUG ( " Reduction for ~phiStates ... " ) ;
/* for(uint rowGroupIndex = 0; rowGroupIndex < submatrix.getRowGroupCount(); rowGroupIndex++) {
for ( uint rowIndex = 0 ; rowIndex < submatrix . getRowGroupSize ( rowGroupIndex ) ; rowIndex + + ) {
if ( ! phiStates . get ( rowGroupIndex ) ) {
constrainedChoiceValues . at ( rowGroupIndex ) = storm : : utility : : zero < ValueType > ( ) ;
}
}
} */
STORM_LOG_DEBUG ( " constrainedChoiceValues = " < < constrainedChoiceValues ) ;
//storm::storage::BitVector newRelevantStates(x.size(), false);
//storm::utility::vector::setNonzeroIndices(x, newRelevantStates);
//storm::utility::vector::setVectorValues(x, ~phiStates, storm::utility::zero<ValueType>());
STORM_LOG_DEBUG ( " reset x ... " ) ;
x = std : : vector < ValueType > ( x . size ( ) , storm : : utility : : zero < ValueType > ( ) ) ;
STORM_LOG_DEBUG ( " x = " < < x ) ;
STORM_LOG_DEBUG ( " second multiplication ... " ) ;
viHelper . performValueIterationUpperBound ( env , x , constrainedChoiceValues , goal . direction ( ) , lowerBound , constrainedChoiceValues ) ;
STORM_LOG_DEBUG ( " x = " < < x ) ;
STORM_LOG_DEBUG ( " b = " < < b ) ;
STORM_LOG_DEBUG ( " constrainedChoiceValues = " < < constrainedChoiceValues ) ;
/*
viHelper . performValueIterationUpperBound ( env , x , b , goal . direction ( ) , upperBound - lowerBound + 1 , constrainedChoiceValues ) ;
submatrix = transitionMatrix . getSubmatrix ( true , relevantStates , relevantStates , false ) ;
viHelper . updateTransitionMatrix ( submatrix ) ;
b = std : : vector < ValueType > ( b . size ( ) , storm : : utility : : zero < ValueType > ( ) ) ;
viHelper . performValueIterationUpperBound ( env , x , b , goal . direction ( ) , lowerBound - 1 , constrainedChoiceValues ) ;
*/
return SMGSparseModelCheckingHelperReturnType < ValueType > ( std : : move ( x ) , std : : move ( relevantStates ) , std : : move ( scheduler ) , std : : move ( constrainedChoiceValues ) ) ;
}
viHelper . fillChoiceValuesVector ( constrainedChoiceValues , relevantStates , transitionMatrix . getRowGroupIndices ( ) ) ;
if ( produceScheduler ) {
scheduler = std : : make_unique < storm : : storage : : Scheduler < ValueType > > ( expandScheduler ( viHelper . extractScheduler ( ) , relevantStates , ~ relevantStates ) ) ;
}
storm : : utility : : vector : : setVectorValues ( result , relevantStates , x ) ;
}
if ( lowerBound = = 0 ) {
storm : : utility : : vector : : setVectorValues ( result , psiStates , storm : : utility : : one < ValueType > ( ) ) ;
}
STORM_LOG_DEBUG ( result ) ;
return SMGSparseModelCheckingHelperReturnType < ValueType > ( std : : move ( result ) , std : : move ( relevantStates ) , std : : move ( scheduler ) , std : : move ( constrainedChoiceValues ) ) ;
}
}
template class SparseSmgRpatlHelper < double > ;
template class SparseSmgRpatlHelper < double > ;