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matrix_random.py
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Sat, May 4, 20:03

matrix_random.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.scipy_engines import EigenproblemEngine
class matrixRandom(EigenproblemEngine):
def __init__(self):
N = 100
np.random.seed(420)
d1 = np.random.randn(N)
Q1, _ = np.linalg.qr(np.random.randn(N, N))
d2 = np.random.randn(N)
Q2, _ = np.linalg.qr(np.random.randn(N, N))
A = np.eye(N)
B = Q1.dot(np.multiply(d1, Q1.conj()).T)
C = Q2.dot(np.multiply(d2, Q2.conj()).T)
f = np.random.randn(N) + 1.j * np.random.randn(N)
super().__init__([A, B, C], f, verbosity = 0)

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