// Copyright (C) Stichting Deltares 2016. All rights reserved. // // This file is part of Ringtoets. // // Ringtoets is free software: you can redistribute it and/or modify // it under the terms of the GNU General Public License as published by // the Free Software Foundation, either version 3 of the License, or // (at your option) any later version. // // This program is distributed in the hope that it will be useful, // but WITHOUT ANY WARRANTY; without even the implied warranty of // MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the // GNU General Public License for more details. // // You should have received a copy of the GNU General Public License // along with this program. If not, see . // // All names, logos, and references to "Deltares" are registered trademarks of // Stichting Deltares and remain full property of Stichting Deltares at all times. // All rights reserved. using System; using Core.Common.Base.Data; using MathNet.Numerics.Distributions; using Ringtoets.Common.Data.Properties; namespace Ringtoets.Common.Data.Probabilistics { /// /// This class is a representation of a variable derived from a probabilistic distribution, /// based on a percentile. /// public abstract class DesignVariable where DistributionType : IDistribution { private double percentile; private DistributionType distribution; /// /// Initializes a new instance of the class with /// equal to 0.5. /// /// is null. protected DesignVariable(DistributionType distribution) { Distribution = distribution; percentile = 0.5; } /// /// Gets or sets the probabilistic distribution of the parameter being modeled. /// /// is null. public DistributionType Distribution { get { return distribution; } set { if (value == null) { throw new ArgumentNullException("value", Resources.DesignVariable_GetDesignValue_Distribution_must_be_set); } distribution = value; } } /// /// Gets or sets the percentile used to derive a deterministic value based on . /// public double Percentile { get { return percentile; } set { if (value < 0.0 || value > 1.0) { throw new ArgumentOutOfRangeException("value", Resources.DesignVariable_Percentile_must_be_in_range); } percentile = value; } } /// /// Gets the design value based on the and . /// /// A design value. public abstract RoundedDouble GetDesignValue(); /// /// Determines the design value based on a 'normal space' expected value and standard deviation. /// /// The expected value. /// The standard deviation. /// The design value protected double DetermineDesignValue(double expectedValue, double standardDeviation) { // Design factor is determined using the 'probit function', which is the inverse // CDF function of the standard normal distribution. For more information see: // "Quantile function" https://en.wikipedia.org/wiki/Normal_distribution double designFactor = Normal.InvCDF(0.0, 1.0, Percentile); return expectedValue + designFactor*standardDeviation; } } }