def call_method(self, method=''):
print('TestSDP:call_method')
Xhat, edm = reconstruct_sdp(self.pts.edm,
all_points=self.pts.points,
solver='CVXOPT',
method='maximize')
return Xhat
def call_method(self, method=''):
print('TestSDP:call_method')
Xhat, edm = reconstruct_sdp(self.pts.edm,
real_points=self.pts.points,
solver='SCS',
eps=1e-10,
method='maximize')
return Xhat
def test_parameters(self):
print('TestSDP:test_parameters')
self.create_points()
epsilons = [1e-3, 1e-5, 1e-7]
options_list = [{}, {
'solver': 'CVXOPT',
'abstol': 1e-5,
'reltol': 1e-6,
'feastol': 1e-7
}]
for options, eps in zip(options_list, epsilons):
print('testing options', options, eps)
self.eps = eps
points_estimate, __ = reconstruct_sdp(self.pts.edm,
all_points=self.pts.points,
method='maximize',
**options)
error = np.linalg.norm(self.pts.points - points_estimate)
self.assertTrue(
error < self.eps,
'with options {} \nerror: {} not smaller than {}'.format(
options, error, self.eps))