dynare/tests/nonlinearsolvers.m

125 lines
4.0 KiB
Matlab

source_dir = getenv('source_root');
addpath([source_dir filesep 'matlab']);
dynare_config;
cd solver-test-functions
testFailed = 0;
skipline()
disp('*** TESTING: nonlinearsolvers.m ***');
tolf = 1e-6;
tolx = 1e-6;
maxit = 50;
factor = 10;
% List of function handles
objfun = { @rosenbrock,
@powell1,
@powell2,
@wood,
@helicalvalley,
@watson,
@chebyquad,
@brown,
@discreteboundaryvalue,
@discreteintegralequation,
@trigonometric,
@variablydimensioned,
@broydentridiagonal,
@broydenbanded };
% FIXME block_trust_region (mex) or trust_region (matlab) do not work for all n (not sure we can fix that).
%
% Test mex routine
%
t0 = clock;
for i=1:length(objfun)
switch func2str(objfun{i})
case 'helicalvalley'
% FIXME block_trust_region is diverging if x(1)<0.
x = helicalvalley();
x(1) = 5;
case 'chebyquad'
% Fails with a system of 10 equations.
x = objfun{i}(nan(9,1));
case {'watson', 'brown', 'discreteintegralequation', 'discreteboundaryvalue', 'chebyquad', 'trigonometric', 'variablydimensioned', 'broydenbanded', 'broydentridiagonal'}
x = objfun{i}(nan(4,1));
otherwise
x = objfun{i}();
end
try
[x, errorflag, exitflag] = block_trust_region(objfun{i}, x, tolf, tolx, maxit, factor, true, false);
if isequal(func2str(objfun{i}), 'powell2')
if ~errorflag
testFailed = testFailed+1;
dprintf('Nonlinear solver is expected to fail on %s function but did not return an error.', func2str(objfun{i}))
end
elseif isequal(func2str(objfun{i}), 'trigonometric')
% FIXME block_trust_region (mex) fails, with exit code equal to 4, but not trust_region (matlab). Would be nice to undertsand the difference.
if ~errorflag
testFailed = testFailed+1;
dprintf('Nonlinear solver is expected to fail on %s function but did not return an error.', func2str(objfun{i}))
end
else
if errorflag || norm(objfun{i}(x))>tolf
testFailed = testFailed+1;
dprintf('Nonlinear solver (mex) failed on %s function (norm(f(x))=%s).', func2str(objfun{i}), num2str(norm(objfun{i}(x))))
end
end
catch
testFailed = testFailed+1;
dprintf('Nonlinear solver (mex) failed on %s function.', func2str(objfun{i}))
end
end
t1 = clock; etime(t1, t0)
%
% Test matlab routine
%
for i=1:length(objfun)
switch func2str(objfun{i})
case 'chebyquad'
% Fails with a system of 10 equations.
x = objfun{i}(nan(9,1));
case {'watson', 'brown', 'discreteintegralequation', 'discreteboundaryvalue', 'trigonometric', 'variablydimensioned', 'broydenbanded', 'broydentridiagonal'}
x = objfun{i}(nan(10,1));
otherwise
x = objfun{i}();
end
try
[x, errorflag, info] = trust_region(objfun{i}, x, 1:length(x), 1:length(x), true, [], tolf, tolx, maxit, factor);
if isequal(func2str(objfun{i}), 'powell2')
if ~errorflag
testFailed = testFailed+1;
dprintf('Nonlinear solver is expected to fail on %s function but did not return an error.', func2str(objfun{i}))
end
if info~=3
testFailed = testFailed+1;
dprintf('Nonlinear solver is expected to fail on %s function with info==3 but did not the correct value of info.', func2str(objfun{i}))
end
else
if errorflag
testFailed = testFailed+1;
dprintf('Nonlinear solver failed on %s function (info=%s).', func2str(objfun{i}), int2str(info))
end
end
catch
testFailed = testFailed+1;
dprintf('Nonlinear solver failed on %s function.', func2str(objfun{i}))
end
end
t2 = clock;
fprintf('\n*** Elapsed time (in seconds): %.1f\n\n', etime(t2, t0));
quit(testFailed > 0)