@ -140,6 +140,9 @@ namespace storm {
solver . compute ( * this - > eigenA ) ;
solver . compute ( * this - > eigenA ) ;
solver . _solve_impl ( eigenB , eigenX ) ;
solver . _solve_impl ( eigenB , eigenX ) ;
} else {
} else {
bool converged = false ;
uint64_t numberOfIterations = 0 ;
typename EigenLinearEquationSolverSettings < ValueType > : : Preconditioner preconditioner = this - > getSettings ( ) . getPreconditioner ( ) ;
typename EigenLinearEquationSolverSettings < ValueType > : : Preconditioner preconditioner = this - > getSettings ( ) . getPreconditioner ( ) ;
if ( solutionMethod = = EigenLinearEquationSolverSettings < ValueType > : : SolutionMethod : : BiCGSTAB ) {
if ( solutionMethod = = EigenLinearEquationSolverSettings < ValueType > : : SolutionMethod : : BiCGSTAB ) {
if ( preconditioner = = EigenLinearEquationSolverSettings < ValueType > : : Preconditioner : : Ilu ) {
if ( preconditioner = = EigenLinearEquationSolverSettings < ValueType > : : Preconditioner : : Ilu ) {
@ -148,21 +151,24 @@ namespace storm {
solver . setTolerance ( this - > getSettings ( ) . getPrecision ( ) ) ;
solver . setTolerance ( this - > getSettings ( ) . getPrecision ( ) ) ;
solver . setMaxIterations ( this - > getSettings ( ) . getMaximalNumberOfIterations ( ) ) ;
solver . setMaxIterations ( this - > getSettings ( ) . getMaximalNumberOfIterations ( ) ) ;
eigenX = solver . solveWithGuess ( eigenB , eigenX ) ;
eigenX = solver . solveWithGuess ( eigenB , eigenX ) ;
return solver . info ( ) = = StormEigen : : ComputationInfo : : Success ;
converged = solver . info ( ) = = StormEigen : : ComputationInfo : : Success ;
numberOfIterations = solver . iterations ( ) ;
} else if ( preconditioner = = EigenLinearEquationSolverSettings < ValueType > : : Preconditioner : : Diagonal ) {
} else if ( preconditioner = = EigenLinearEquationSolverSettings < ValueType > : : Preconditioner : : Diagonal ) {
StormEigen : : BiCGSTAB < StormEigen : : SparseMatrix < ValueType > , StormEigen : : DiagonalPreconditioner < ValueType > > solver ;
StormEigen : : BiCGSTAB < StormEigen : : SparseMatrix < ValueType > , StormEigen : : DiagonalPreconditioner < ValueType > > solver ;
solver . setTolerance ( this - > getSettings ( ) . getPrecision ( ) ) ;
solver . setTolerance ( this - > getSettings ( ) . getPrecision ( ) ) ;
solver . setMaxIterations ( this - > getSettings ( ) . getMaximalNumberOfIterations ( ) ) ;
solver . setMaxIterations ( this - > getSettings ( ) . getMaximalNumberOfIterations ( ) ) ;
solver . compute ( * this - > eigenA ) ;
solver . compute ( * this - > eigenA ) ;
eigenX = solver . solveWithGuess ( eigenB , eigenX ) ;
eigenX = solver . solveWithGuess ( eigenB , eigenX ) ;
return solver . info ( ) = = StormEigen : : ComputationInfo : : Success ;
converged = solver . info ( ) = = StormEigen : : ComputationInfo : : Success ;
numberOfIterations = solver . iterations ( ) ;
} else {
} else {
StormEigen : : BiCGSTAB < StormEigen : : SparseMatrix < ValueType > , StormEigen : : IdentityPreconditioner > solver ;
StormEigen : : BiCGSTAB < StormEigen : : SparseMatrix < ValueType > , StormEigen : : IdentityPreconditioner > solver ;
solver . setTolerance ( this - > getSettings ( ) . getPrecision ( ) ) ;
solver . setTolerance ( this - > getSettings ( ) . getPrecision ( ) ) ;
solver . setMaxIterations ( this - > getSettings ( ) . getMaximalNumberOfIterations ( ) ) ;
solver . setMaxIterations ( this - > getSettings ( ) . getMaximalNumberOfIterations ( ) ) ;
solver . compute ( * this - > eigenA ) ;
solver . compute ( * this - > eigenA ) ;
eigenX = solver . solveWithGuess ( eigenB , eigenX ) ;
eigenX = solver . solveWithGuess ( eigenB , eigenX ) ;
return solver . info ( ) = = StormEigen : : ComputationInfo : : Success ;
numberOfIterations = solver . iterations ( ) ;
converged = solver . info ( ) = = StormEigen : : ComputationInfo : : Success ;
}
}
} else if ( solutionMethod = = EigenLinearEquationSolverSettings < ValueType > : : SolutionMethod : : DGMRES ) {
} else if ( solutionMethod = = EigenLinearEquationSolverSettings < ValueType > : : SolutionMethod : : DGMRES ) {
if ( preconditioner = = EigenLinearEquationSolverSettings < ValueType > : : Preconditioner : : Ilu ) {
if ( preconditioner = = EigenLinearEquationSolverSettings < ValueType > : : Preconditioner : : Ilu ) {
@ -172,7 +178,8 @@ namespace storm {
solver . set_restart ( this - > getSettings ( ) . getNumberOfIterationsUntilRestart ( ) ) ;
solver . set_restart ( this - > getSettings ( ) . getNumberOfIterationsUntilRestart ( ) ) ;
solver . compute ( * this - > eigenA ) ;
solver . compute ( * this - > eigenA ) ;
eigenX = solver . solveWithGuess ( eigenB , eigenX ) ;
eigenX = solver . solveWithGuess ( eigenB , eigenX ) ;
return solver . info ( ) = = StormEigen : : ComputationInfo : : Success ;
converged = solver . info ( ) = = StormEigen : : ComputationInfo : : Success ;
numberOfIterations = solver . iterations ( ) ;
} else if ( preconditioner = = EigenLinearEquationSolverSettings < ValueType > : : Preconditioner : : Diagonal ) {
} else if ( preconditioner = = EigenLinearEquationSolverSettings < ValueType > : : Preconditioner : : Diagonal ) {
StormEigen : : DGMRES < StormEigen : : SparseMatrix < ValueType > , StormEigen : : DiagonalPreconditioner < ValueType > > solver ;
StormEigen : : DGMRES < StormEigen : : SparseMatrix < ValueType > , StormEigen : : DiagonalPreconditioner < ValueType > > solver ;
solver . setTolerance ( this - > getSettings ( ) . getPrecision ( ) ) ;
solver . setTolerance ( this - > getSettings ( ) . getPrecision ( ) ) ;
@ -180,7 +187,8 @@ namespace storm {
solver . set_restart ( this - > getSettings ( ) . getNumberOfIterationsUntilRestart ( ) ) ;
solver . set_restart ( this - > getSettings ( ) . getNumberOfIterationsUntilRestart ( ) ) ;
solver . compute ( * this - > eigenA ) ;
solver . compute ( * this - > eigenA ) ;
eigenX = solver . solveWithGuess ( eigenB , eigenX ) ;
eigenX = solver . solveWithGuess ( eigenB , eigenX ) ;
return solver . info ( ) = = StormEigen : : ComputationInfo : : Success ;
converged = solver . info ( ) = = StormEigen : : ComputationInfo : : Success ;
numberOfIterations = solver . iterations ( ) ;
} else {
} else {
StormEigen : : DGMRES < StormEigen : : SparseMatrix < ValueType > , StormEigen : : IdentityPreconditioner > solver ;
StormEigen : : DGMRES < StormEigen : : SparseMatrix < ValueType > , StormEigen : : IdentityPreconditioner > solver ;
solver . setTolerance ( this - > getSettings ( ) . getPrecision ( ) ) ;
solver . setTolerance ( this - > getSettings ( ) . getPrecision ( ) ) ;
@ -188,7 +196,8 @@ namespace storm {
solver . set_restart ( this - > getSettings ( ) . getNumberOfIterationsUntilRestart ( ) ) ;
solver . set_restart ( this - > getSettings ( ) . getNumberOfIterationsUntilRestart ( ) ) ;
solver . compute ( * this - > eigenA ) ;
solver . compute ( * this - > eigenA ) ;
eigenX = solver . solveWithGuess ( eigenB , eigenX ) ;
eigenX = solver . solveWithGuess ( eigenB , eigenX ) ;
return solver . info ( ) = = StormEigen : : ComputationInfo : : Success ;
converged = solver . info ( ) = = StormEigen : : ComputationInfo : : Success ;
numberOfIterations = solver . iterations ( ) ;
}
}
} else if ( solutionMethod = = EigenLinearEquationSolverSettings < ValueType > : : SolutionMethod : : GMRES ) {
} else if ( solutionMethod = = EigenLinearEquationSolverSettings < ValueType > : : SolutionMethod : : GMRES ) {
if ( preconditioner = = EigenLinearEquationSolverSettings < ValueType > : : Preconditioner : : Ilu ) {
if ( preconditioner = = EigenLinearEquationSolverSettings < ValueType > : : Preconditioner : : Ilu ) {
@ -198,7 +207,8 @@ namespace storm {
solver . set_restart ( this - > getSettings ( ) . getNumberOfIterationsUntilRestart ( ) ) ;
solver . set_restart ( this - > getSettings ( ) . getNumberOfIterationsUntilRestart ( ) ) ;
solver . compute ( * this - > eigenA ) ;
solver . compute ( * this - > eigenA ) ;
eigenX = solver . solveWithGuess ( eigenB , eigenX ) ;
eigenX = solver . solveWithGuess ( eigenB , eigenX ) ;
return solver . info ( ) = = StormEigen : : ComputationInfo : : Success ;
converged = solver . info ( ) = = StormEigen : : ComputationInfo : : Success ;
numberOfIterations = solver . iterations ( ) ;
} else if ( preconditioner = = EigenLinearEquationSolverSettings < ValueType > : : Preconditioner : : Diagonal ) {
} else if ( preconditioner = = EigenLinearEquationSolverSettings < ValueType > : : Preconditioner : : Diagonal ) {
StormEigen : : GMRES < StormEigen : : SparseMatrix < ValueType > , StormEigen : : DiagonalPreconditioner < ValueType > > solver ;
StormEigen : : GMRES < StormEigen : : SparseMatrix < ValueType > , StormEigen : : DiagonalPreconditioner < ValueType > > solver ;
solver . setTolerance ( this - > getSettings ( ) . getPrecision ( ) ) ;
solver . setTolerance ( this - > getSettings ( ) . getPrecision ( ) ) ;
@ -206,7 +216,8 @@ namespace storm {
solver . set_restart ( this - > getSettings ( ) . getNumberOfIterationsUntilRestart ( ) ) ;
solver . set_restart ( this - > getSettings ( ) . getNumberOfIterationsUntilRestart ( ) ) ;
solver . compute ( * this - > eigenA ) ;
solver . compute ( * this - > eigenA ) ;
eigenX = solver . solveWithGuess ( eigenB , eigenX ) ;
eigenX = solver . solveWithGuess ( eigenB , eigenX ) ;
return solver . info ( ) = = StormEigen : : ComputationInfo : : Success ;
converged = solver . info ( ) = = StormEigen : : ComputationInfo : : Success ;
numberOfIterations = solver . iterations ( ) ;
} else {
} else {
StormEigen : : GMRES < StormEigen : : SparseMatrix < ValueType > , StormEigen : : IdentityPreconditioner > solver ;
StormEigen : : GMRES < StormEigen : : SparseMatrix < ValueType > , StormEigen : : IdentityPreconditioner > solver ;
solver . setTolerance ( this - > getSettings ( ) . getPrecision ( ) ) ;
solver . setTolerance ( this - > getSettings ( ) . getPrecision ( ) ) ;
@ -214,10 +225,21 @@ namespace storm {
solver . set_restart ( this - > getSettings ( ) . getNumberOfIterationsUntilRestart ( ) ) ;
solver . set_restart ( this - > getSettings ( ) . getNumberOfIterationsUntilRestart ( ) ) ;
solver . compute ( * this - > eigenA ) ;
solver . compute ( * this - > eigenA ) ;
eigenX = solver . solveWithGuess ( eigenB , eigenX ) ;
eigenX = solver . solveWithGuess ( eigenB , eigenX ) ;
return solver . info ( ) = = StormEigen : : ComputationInfo : : Success ;
converged = solver . info ( ) = = StormEigen : : ComputationInfo : : Success ;
numberOfIterations = solver . iterations ( ) ;
}
}
}
}
// Check if the solver converged and issue a warning otherwise.
if ( converged ) {
STORM_LOG_DEBUG ( " Iterative solver converged after " < < numberOfIterations < < " iterations. " ) ;
return true ;
} else {
STORM_LOG_WARN ( " Iterative solver did not converge. " ) ;
return false ;
}
}
}
return false ;
return false ;
}
}