csharpfftfsharpintegrationinterpolationlinear-algebramathdifferentiationmatrixnumericsrandomregressionstatisticsmathnet
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91 lines
4.0 KiB
91 lines
4.0 KiB
// <copyright file="LinearSplineTest.cs" company="Math.NET">
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// Math.NET Numerics, part of the Math.NET Project
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// http://numerics.mathdotnet.com
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// http://github.com/mathnet/mathnet-numerics
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// http://mathnetnumerics.codeplex.com
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//
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// Copyright (c) 2002-2014 Math.NET
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//
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// Permission is hereby granted, free of charge, to any person
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// obtaining a copy of this software and associated documentation
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// files (the "Software"), to deal in the Software without
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// restriction, including without limitation the rights to use,
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// copy, modify, merge, publish, distribute, sublicense, and/or sell
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// copies of the Software, and to permit persons to whom the
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// Software is furnished to do so, subject to the following
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// conditions:
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//
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// The above copyright notice and this permission notice shall be
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// included in all copies or substantial portions of the Software.
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//
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// THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND,
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// EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES
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// OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND
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// NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT
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// HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY,
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// WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING
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// FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR
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// OTHER DEALINGS IN THE SOFTWARE.
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// </copyright>
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using MathNet.Numerics.Interpolation;
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using NUnit.Framework;
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namespace MathNet.Numerics.UnitTests.InterpolationTests
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{
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[TestFixture, Category("Interpolation")]
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public class StepInterpolationTest
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{
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readonly double[] _t = { -2.0, -1.0, 0.0, 1.0, 2.0, 3.0 };
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readonly double[] _y = { 1.0, 2.0, -1.0, 0.0, 1.0, 0.0 };
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[Test]
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public void FirstDerivative()
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{
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IInterpolation ip = new StepInterpolation(_t, _y);
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Assert.That(ip.Differentiate(-3.0), Is.EqualTo(0.0));
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Assert.That(ip.Differentiate(-2.0), Is.EqualTo(double.NaN));
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Assert.That(ip.Differentiate(-1.5), Is.EqualTo(0.0));
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Assert.That(ip.Differentiate(-1.0), Is.EqualTo(double.NaN));
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Assert.That(ip.Differentiate(-0.5), Is.EqualTo(0.0));
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Assert.That(ip.Differentiate(0.0), Is.EqualTo(double.NaN));
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Assert.That(ip.Differentiate(0.5), Is.EqualTo(0.0));
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Assert.That(ip.Differentiate(1.0), Is.EqualTo(double.NaN));
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Assert.That(ip.Differentiate(2.0), Is.EqualTo(double.NaN));
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Assert.That(ip.Differentiate(3.0), Is.EqualTo(double.NaN));
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Assert.That(ip.Differentiate(4.0), Is.EqualTo(0.0));
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}
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[Test]
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public void DefiniteIntegral()
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{
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IInterpolation ip = new StepInterpolation(_t, _y);
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Assert.That(ip.Integrate(-3.0, -2.0), Is.EqualTo(0.0));
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Assert.That(ip.Integrate(-2.0, -1.0), Is.EqualTo(1.0));
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Assert.That(ip.Integrate(-1.0, 0.0), Is.EqualTo(2.0));
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Assert.That(ip.Integrate(0.0, 1.0), Is.EqualTo(-1.0));
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Assert.That(ip.Integrate(1.0, 2.0), Is.EqualTo(0.0));
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Assert.That(ip.Integrate(2.0, 3.0), Is.EqualTo(1.0));
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Assert.That(ip.Integrate(3.0, 4.0), Is.EqualTo(0.0));
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Assert.That(ip.Integrate(0.0, 4.0), Is.EqualTo(0.0));
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Assert.That(ip.Integrate(-3.0, -1.0), Is.EqualTo(1.0));
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Assert.That(ip.Integrate(-3.0, 4.0), Is.EqualTo(3.0));
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Assert.That(ip.Integrate(0.5, 1.5), Is.EqualTo(-0.5));
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Assert.That(ip.Integrate(-1.5, -0.5), Is.EqualTo(1.5));
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Assert.That(ip.Integrate(3.0, 4.0), Is.EqualTo(0.0));
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}
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/// <summary>
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/// Verifies that the interpolation matches the given value at all the provided sample points.
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/// </summary>
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[Test]
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public void FitsAtSamplePoints()
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{
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IInterpolation ip = new StepInterpolation(_t, _y);
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for (int i = 0; i < _y.Length; i++)
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{
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Assert.AreEqual(_y[i], ip.Interpolate(_t[i]), "A Exact Point " + i);
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}
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}
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}
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}
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