source: trunk/sources/HeuristicLab.ExtLibs/HeuristicLab.ALGLIB/2.5.0/ALGLIB-2.5.0/fht.cs @ 3839

/*************************************************************************
Copyright (c) 2009, Sergey Bochkanov (ALGLIB project).

>>> SOURCE LICENSE >>>
This program 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 (www.fsf.org); either version 2 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.

A copy of the GNU General Public License is available at
http://www.fsf.org/licensing/licenses

>>> END OF LICENSE >>>
*************************************************************************/

using System;

namespace alglib
{
    public class fht
    {
        /*************************************************************************
        1-dimensional Fast Hartley Transform.

        Algorithm has O(N*logN) complexity for any N (composite or prime).

        INPUT PARAMETERS
            A   -   array[0..N-1] - real function to be transformed
            N   -   problem size
            
        OUTPUT PARAMETERS
            A   -   FHT of a input array, array[0..N-1],
                    A_out[k] = sum(A_in[j]*(cos(2*pi*j*k/N)+sin(2*pi*j*k/N)), j=0..N-1)


          -- ALGLIB --
             Copyright 04.06.2009 by Bochkanov Sergey
        *************************************************************************/
        public static void fhtr1d(ref double[] a,
            int n)
        {
            ftbase.ftplan plan = new ftbase.ftplan();
            int i = 0;
            AP.Complex[] fa = new AP.Complex[0];

            System.Diagnostics.Debug.Assert(n>0, "FHTR1D: incorrect N!");
            
            //
            // Special case: N=1, FHT is just identity transform.
            // After this block we assume that N is strictly greater than 1.
            //
            if( n==1 )
            {
                return;
            }
            
            //
            // Reduce FHt to real FFT
            //
            fft.fftr1d(ref a, n, ref fa);
            for(i=0; i<=n-1; i++)
            {
                a[i] = fa[i].x-fa[i].y;
            }
        }


        /*************************************************************************
        1-dimensional inverse FHT.

        Algorithm has O(N*logN) complexity for any N (composite or prime).

        INPUT PARAMETERS
            A   -   array[0..N-1] - complex array to be transformed
            N   -   problem size

        OUTPUT PARAMETERS
            A   -   inverse FHT of a input array, array[0..N-1]


          -- ALGLIB --
             Copyright 29.05.2009 by Bochkanov Sergey
        *************************************************************************/
        public static void fhtr1dinv(ref double[] a,
            int n)
        {
            int i = 0;

            System.Diagnostics.Debug.Assert(n>0, "FHTR1DInv: incorrect N!");
            
            //
            // Special case: N=1, iFHT is just identity transform.
            // After this block we assume that N is strictly greater than 1.
            //
            if( n==1 )
            {
                return;
            }
            
            //
            // Inverse FHT can be expressed in terms of the FHT as
            //
            //     invfht(x) = fht(x)/N
            //
            fhtr1d(ref a, n);
            for(i=0; i<=n-1; i++)
            {
                a[i] = a[i]/n;
            }
        }
    }
}