// // Math.NET Numerics, part of the Math.NET Project // http://mathnet.opensourcedotnet.info // // Copyright (c) 2009 Math.NET // // Permission is hereby granted, free of charge, to any person // obtaining a copy of this software and associated documentation // files (the "Software"), to deal in the Software without // restriction, including without limitation the rights to use, // copy, modify, merge, publish, distribute, sublicense, and/or sell // copies of the Software, and to permit persons to whom the // Software is furnished to do so, subject to the following // conditions: // // The above copyright notice and this permission notice shall be // included in all copies or substantial portions of the Software. // // THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, // EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES // OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND // NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT // HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, // WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING // FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR // OTHER DEALINGS IN THE SOFTWARE. // namespace MathNet.Numerics.Interpolation.Algorithms { using System; using System.Collections.Generic; /// /// Linear Spline Interpolation Algorithm. /// /// /// This algorithm supports both differentiation and integration. /// public class LinearSplineInterpolation : IInterpolation { /// /// Internal Spline Interpolation /// private readonly SplineInterpolation spline; /// /// Initializes a new instance of the LinearSplineInterpolation class. /// public LinearSplineInterpolation() { this.spline = new SplineInterpolation(); } /// /// Initializes a new instance of the LinearSplineInterpolation class. /// /// Sample Points t, sorted ascending. /// Sample Values x(t) public LinearSplineInterpolation( IList samplePoints, IList sampleValues) { this.spline = new SplineInterpolation(); this.Initialize(samplePoints, sampleValues); } /// /// Gets a value indicating whether the algorithm supports differentiation (interpolated derivative). /// /// /// bool IInterpolation.SupportsDifferentiation { get { return true; } } /// /// Gets a value indicating whether the algorithm supports integration (interpolated quadrature). /// /// bool IInterpolation.SupportsIntegration { get { return true; } } /// /// Initialize the interpolation method with the given spline coefficients (sorted by the sample points t). /// /// Sample Points t, sorted ascending. /// Sample Values x(t) public void Initialize( IList samplePoints, IList sampleValues) { if (null == samplePoints) { throw new ArgumentNullException("samplePoints"); } if (null == sampleValues) { throw new ArgumentNullException("sampleValues"); } if (samplePoints.Count < 2) { throw new ArgumentOutOfRangeException("samplePoints"); } if (samplePoints.Count != sampleValues.Count) { throw new ArgumentException(Properties.Resources.ArgumentVectorsSameLengths); } double[] coefficients = new double[4 * (samplePoints.Count - 1)]; for (int i = 0, j = 0; i < samplePoints.Count - 1; i++, j += 4) { coefficients[j] = sampleValues[i]; coefficients[j + 1] = (sampleValues[i + 1] - sampleValues[i]) / (samplePoints[i + 1] - samplePoints[i]); coefficients[j + 2] = 0; coefficients[j + 3] = 0; } this.spline.Initialize(samplePoints, coefficients); } /// /// Interpolate at point t. /// /// Point t to interpolate at. /// Interpolated value x(t). public double Interpolate(double t) { return this.spline.Interpolate(t); } /// /// Differentiate at point t. /// /// Point t to interpolate at. /// Interpolated first derivative at point t. /// /// public double Differentiate(double t) { return this.spline.Differentiate(t); } /// /// Differentiate at point t. /// /// Point t to interpolate at. /// Interpolated value x(t) /// Interpolated second derivative at point t. /// Interpolated first derivative at point t. /// /// public double Differentiate( double t, out double interpolatedValue, out double secondDerivative) { return this.spline.Differentiate(t, out interpolatedValue, out secondDerivative); } /// /// Integrate up to point t. /// /// Right bound of the integration interval [a,t]. /// Interpolated definite integral over the interval [a,t]. /// public double Integrate(double t) { return this.spline.Integrate(t); } } }