//
// Math.NET Numerics, part of the Math.NET Project
// http://numerics.mathdotnet.com
// http://github.com/mathnet/mathnet-numerics
//
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//
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using System;
using System.Diagnostics;
namespace IStation.Numerics.LinearAlgebra.Solvers
{
///
/// Defines an that monitors residuals for NaN's.
///
public sealed class FailureStopCriterion : IIterationStopCriterion where T : struct, IEquatable, IFormattable
{
///
/// The status of the calculation
///
IterationStatus _status = IterationStatus.Continue;
///
/// The iteration number of the last iteration.
///
int _lastIteration = -1;
///
/// Determines the status of the iterative calculation based on the stop criteria stored
/// by the current . Result is set into Status field.
///
/// The number of iterations that have passed so far.
/// The vector containing the current solution values.
/// The right hand side vector.
/// The vector containing the current residual vectors.
///
/// The individual stop criteria may internally track the progress of the calculation based
/// on the invocation of this method. Therefore this method should only be called if the
/// calculation has moved forwards at least one step.
///
public IterationStatus DetermineStatus(int iterationNumber, Vector solutionVector, Vector sourceVector, Vector residualVector)
{
if (iterationNumber < 0)
{
throw new ArgumentOutOfRangeException(nameof(iterationNumber));
}
if (solutionVector.Count != residualVector.Count)
{
throw new ArgumentException("The array arguments must have the same length.");
}
if (_lastIteration >= iterationNumber)
{
// We have already stored the actual last iteration number
// For now do nothing. We only care about the next step.
return _status;
}
// Store the infinity norms of both the solution and residual vectors
double residualNorm = residualVector.InfinityNorm();
double solutionNorm = solutionVector.InfinityNorm();
_status = double.IsNaN(solutionNorm) || double.IsNaN(residualNorm) ? IterationStatus.Failure : IterationStatus.Continue;
_lastIteration = iterationNumber;
return _status;
}
///
/// Gets the current calculation status.
///
public IterationStatus Status
{
[DebuggerStepThrough]
get => _status;
}
///
/// Resets the to the pre-calculation state.
///
public void Reset()
{
_status = IterationStatus.Continue;
_lastIteration = -1;
}
///
/// Clones the current and its settings.
///
/// A new instance of the class.
public IIterationStopCriterion Clone()
{
return new FailureStopCriterion();
}
}
}