/// <summary>
/// Factory method to create the required implementation of the interpolation algorithm
/// </summary>
/// <param name="fit">interpolation algorithm type</param>
/// <param name="standards">Data points to be fitted</param>
/// <returns>Interpolation algorithm</returns>
public static Interpolator Create(CurveFits fit, IEnumerable <DPoint> standards)
{
Interpolator interp = null;
//ensure points are sorted in order of x values
List <DPoint> standardsList = new List <DPoint>(standards);
standardsList.Sort((a, b) => a.X.CompareTo(b.X));
switch (fit)
{
case CurveFits.Interpolate:
interp = new SimpleInterpolator(standardsList);
break;
case CurveFits.LinearZero:
interp = new BestLineThruOriginInterpolation(standardsList);
break;
case CurveFits.Linear:
interp = new BestLineInterpolation(standardsList);
break;
case CurveFits.Quadratic:
interp = new QuadraticInterpolator(standardsList);
break;
case CurveFits.QuadraticThruZero:
interp = new QuadraticThruZeroInterpolator(standardsList);
break;
default:
break;
}
return(interp);
}
public void BestLineCalculateTest()
{
BestLineInterpolation target = new BestLineInterpolation(standards());
Assert.AreEqual("0.9406", target.RSquared().ToString("0.0000"));
//passes thru origin
Assert.AreEqual("-1.700", target.Calculate(0).ToString("0.000"));
Assert.AreEqual("2698.3", target.Calculate(1000).ToString("0.0"));
}
public void CoefficientsTest()
{
BestLineInterpolation target = new BestLineInterpolation(standards());
double[] actual;
actual = target.Coefficients();
Assert.AreEqual(2, actual.Length);
Assert.AreEqual(-2.5, actual[0]);
Assert.AreEqual(5, actual[1]);
}
/// <summary>
/// Factory method to create the required implementation of the interpolation algorithm
/// </summary>
/// <param name="fit">interpolation algorithm type</param>
/// <param name="standards">Data points to be fitted</param>
/// <returns>Interpolation algorithm</returns>
public static Interpolator Create(CurveFits fit, IEnumerable<DPoint> standards)
{
Interpolator interp = null;
//ensure points are sorted in order of x values
List<DPoint> standardsList = new List<DPoint>(standards);
standardsList.Sort((a, b) => a.X.CompareTo(b.X));
switch (fit)
{
case CurveFits.Interpolate:
interp = new SimpleInterpolator(standardsList);
break;
case CurveFits.LinearZero:
interp = new BestLineThruOriginInterpolation(standardsList);
break;
case CurveFits.Linear:
interp = new BestLineInterpolation(standardsList);
break;
case CurveFits.Quadratic:
interp = new QuadraticInterpolator(standardsList);
break;
case CurveFits.QuadraticThruZero:
interp = new QuadraticThruZeroInterpolator(standardsList);
break;
default:
break;
}
return interp;
}