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matrix_fft.py
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Tue, Jun 4, 05:52

matrix_fft.py

# Copyright (C) 2018 by the RROMPy authors
#
# This file is part of RROMPy.
#
# RROMPy is free software: you can redistribute it and/or modify
# it under the terms of the GNU Lesser General Public License as published by
# the Free Software Foundation, either version 3 of the License, or
# (at your option) any later version.
#
# RROMPy 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 Lesser General Public License for more details.
#
# You should have received a copy of the GNU Lesser General Public License
# along with RROMPy. If not, see <http://www.gnu.org/licenses/>.
#
import numpy as np
from rrompy.hfengines.base import MatrixEngineBase
class matrixFFT(MatrixEngineBase):
def __init__(self):
super().__init__(verbosity = 0)
N = 100
np.random.seed(420)
self.setSolver("SOLVE")
self.npar = 1
self.nAs, self.nbs = 2, 1
self.mu0 = 0.
fftB = np.fft.fft(np.eye(N)) * N**-.5
self.As = [fftB.dot(np.multiply(np.arange(1, 1 + N), fftB.conj()).T),
- np.eye(N)]
self.bs = [np.random.randn(N) + 1.j * np.random.randn(N)]
self.thAs = self.getMonomialWeights(self.nAs)
self.thbs = self.getMonomialWeights(self.nbs)

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