view scripts/general/trapz.m @ 30564:796f54d4ddbf stable

update Octave Project Developers copyright for the new year In files that have the "Octave Project Developers" copyright notice, update for 2021. In all .txi and .texi files except gpl.txi and gpl.texi in the doc/liboctave and doc/interpreter directories, change the copyright to "Octave Project Developers", the same as used for other source files. Update copyright notices for 2022 (not done since 2019). For gpl.txi and gpl.texi, change the copyright notice to be "Free Software Foundation, Inc." and leave the date at 2007 only because this file only contains the text of the GPL, not anything created by the Octave Project Developers. Add Paul Thomas to contributors.in.
author John W. Eaton <jwe@octave.org>
date Tue, 28 Dec 2021 18:22:40 -0500
parents 7854d5752dd2
children 597f3ee61a48
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########################################################################
##
## Copyright (C) 2000-2022 The Octave Project Developers
##
## See the file COPYRIGHT.md in the top-level directory of this
## distribution or <https://octave.org/copyright/>.
##
## This file is part of Octave.
##
## Octave 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.
##
## Octave 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 Octave; see the file COPYING.  If not, see
## <https://www.gnu.org/licenses/>.
##
########################################################################

## -*- texinfo -*-
## @deftypefn  {} {@var{q} =} trapz (@var{y})
## @deftypefnx {} {@var{q} =} trapz (@var{x}, @var{y})
## @deftypefnx {} {@var{q} =} trapz (@dots{}, @var{dim})
##
## Numerically evaluate the integral of points @var{y} using the trapezoidal
## method.
##
## @w{@code{trapz (@var{y})}} computes the integral of @var{y} along the first
## non-singleton dimension.  When the argument @var{x} is omitted an equally
## spaced @var{x} vector with unit spacing (1) is assumed.
## @code{trapz (@var{x}, @var{y})} evaluates the integral with respect to the
## spacing in @var{x} and the values in @var{y}.  This is useful if the points
## in @var{y} have been sampled unevenly.
##
## If the optional @var{dim} argument is given, operate along this dimension.
##
## Application Note: If @var{x} is not specified then unit spacing will be
## used.  To scale the integral to the correct value you must multiply by the
## actual spacing value (deltaX).  As an example, the integral of @math{x^3}
## over the range [0, 1] is @math{x^4/4} or 0.25.  The following code uses
## @code{trapz} to calculate the integral in three different ways.
##
## @example
## @group
## x = 0:0.1:1;
## y = x.^3;
## ## No scaling
## q = trapz (y)
##   @result{} q = 2.5250
## ## Approximation to integral by scaling
## q * 0.1
##   @result{} 0.25250
## ## Same result by specifying @var{x}
## trapz (x, y)
##   @result{} 0.25250
## @end group
## @end example
##
## @seealso{cumtrapz}
## @end deftypefn

function z = trapz (x, y, dim)

  if (nargin < 1)
    print_usage ();
  endif

  have_xy = have_dim = false;

  if (nargin == 3)
    have_xy = true;
    have_dim = true;
  elseif (nargin == 2)
    if (isscalar (y) && ! isscalar (x))
      have_dim = true;
      dim = y;
    else
      have_xy = true;
    endif
  endif

  if (have_xy)
    nd = ndims (y);
    sz = size (y);
  else
    nd = ndims (x);
    sz = size (x);
  endif

  if (! have_dim)
    ## Find the first non-singleton dimension.
    (dim = find (sz > 1, 1)) || (dim = 1);
  else
    if (!(isscalar (dim) && dim == fix (dim))
        || !(1 <= dim && dim <= nd))
      error ("trapz: DIM must be an integer and a valid dimension");
    endif
  endif

  n = sz(dim);
  idx1 = idx2 = {':'}(ones (nd, 1));  # repmat ({':'}, [nd, 1]), but faster
  idx1{dim} = 2 : n;
  idx2{dim} = 1 : (n - 1);

  if (! have_xy)
    z = 0.5 * sum (x(idx1{:}) + x(idx2{:}), dim);
  elseif (isscalar (x))
    z = x * 0.5 * sum (y(idx1{:}) + y(idx2{:}), dim);
  elseif (isvector (x))
    if (length (x) != n)
      error ("trapz: length of X and length of Y along DIM must match");
    endif
    ## Reshape spacing vector x to point along dimension DIM
    shape = ones (nd, 1);
    shape(dim) = n;
    x = reshape (x, shape);
    z = 0.5 * sum (diff (x) .* (y(idx1{:}) + y(idx2{:})), dim);
  else
    if (! size_equal (x, y))
      error ("trapz: X and Y must have same shape");
    endif
    z = 0.5 * sum (diff (x, 1, dim) .* (y(idx1{:}) + y(idx2{:})), dim);
  endif

endfunction


%!assert (trapz (1:5), 12)
%!assert (trapz (1, 1:5), 12)
%!assert (trapz (0.5, 1:5), 6)
%!assert (trapz ([1:5], [1:5]), 12)
%!assert (trapz ([1:5], [1:5]'), 12)
%!assert (trapz ([1:5]', [1:5]'), 12)
%!assert (trapz ([1:5]', [1:5]), 12)
%!assert (trapz (0:0.5:2,1:5), 6)
%!assert (trapz ([1:5;1:5].', 1), [12, 12])
%!assert (trapz ([1:5;1:5], 2), [12; 12])
%!assert (trapz (repmat (reshape (1:5,1,1,5),2,2), 3), [12 12; 12 12])
%!assert (trapz ([0:0.5:2;1:5].', [1:5;1:5].', 1), [6, 12])
%!assert (trapz ([0:0.5:2;1:5], [1:5;1:5], 2), [6; 12])
%!assert (trapz (repmat (reshape ([0:0.5:2],1,1,5),2,2), ...
%!               repmat (reshape (1:5,1,1,5),2,2), 3), [6 6; 6 6])
%!assert (trapz (0:0.5:2, [(1:5)', (1:5)']), [6, 6])
%!assert (trapz (0:0.5:2, [(1:5); (1:5)], 2), [6; 6])
%!assert (trapz (0:0.5:2, repmat (reshape (1:5,1,1,5),2,2),3), [6 6; 6 6])
%!assert <*54277> (trapz (ones (1,3), 1), zeros (1,3))
%!assert <*54277> (trapz (ones (3,1), 2), zeros (3,1))

## Test input validation
%!error <Invalid call> trapz ()
%!error <DIM must be an integer> trapz (1, 2, [1 2])
%!error <DIM must be an integer> trapz (1, 2, 1.5)
%!error <DIM must be .* a valid dimension> trapz (1, 2, 0)
%!error <length of X and length of Y.*must match> trapz ([1 2], [1 2 3])
%!error <X and Y must have same shape> trapz (ones (2,3), ones (2,4))