function [g, badg, f0, f1, f2] = numgrad3(fcn,f0,x,epsilon,varargin) % Computes the gradient of the objective function fcn using a three points % formula if possible. % % Adapted from Sims' numgrad routine. % % See section 25.3.4 in Abramovitz and Stegun (1972, Tenth Printing, December) Handbook of Mathematical Functions. % http://www.math.sfu.ca/~cbm/aands/ % Original file downloaded from: % http://sims.princeton.edu/yftp/optimize/mfiles/numgrad.m % Copyright (C) 1993-2007 Christopher Sims % Copyright (C) 2008-2012 Dynare Team % % This file is part of Dynare. % % Dynare 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. % % Dynare 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 Dynare. If not, see . h = epsilon; n = length(x); g = zeros(n,1); H = 2*h; badg=0; for i=1:n xiold = x(i); x(i) = xiold+h; f1 = feval(fcn, x, varargin{:}); x(i) = xiold-h; f2 = feval(fcn, x, varargin{:}); g0 = (f1-f2)/H; if abs(g0)< 1e15 g(i)=g0; else g(i)=0; badg=1; end x(i) = xiold; end