found some rotations but they are not the commonly given

This commit is contained in:
Daniel Tsvetkov 2020-02-02 20:03:58 +01:00
parent 57419e8cea
commit bd2fced73e
1 changed files with 86 additions and 5 deletions

View File

@ -12,6 +12,7 @@ from load_test import sizeof_fmt
ListOrNdarray = Union[list, np.ndarray]
REPR_TENSOR_OP = ""
REPR_GREEK_BETA = "β"
REPR_GREEK_PSI = "ψ"
REPR_GREEK_PHI = "φ"
REPR_MATH_KET = ""
@ -104,6 +105,10 @@ class Matrix(object):
def complex_conjugate(self):
return Matrix(self._complex_conjugate())
@property
def human_m(self):
return humanize(self.m)
def __repr__(self):
return str(self.m)
@ -168,6 +173,15 @@ class State(Vector):
assert 0 <= phi <= 2 * np.pi
return theta, phi
def rotate_x(self, theta):
return self | Rx(theta)
def rotate_y(self, theta):
return self | Ry(theta)
def rotate_z(self, theta):
return self | Rz(theta)
def __repr__(self):
if not self.name:
if np.count_nonzero(self.m == 1):
@ -275,10 +289,10 @@ def s(q):
def humanize_num(fl, tolerance=1e-3):
if np.abs(fl) < tolerance:
return 0
if np.abs(fl.imag) < tolerance:
fl = fl.real
if np.abs(fl.real) < tolerance:
fl = 0 + 1j * fl.imag
try:
return sp.nsimplify(fl, [sp.pi], tolerance, full=True)
except:
@ -293,7 +307,10 @@ def pp(m, tolerance=1e-3):
def humanize(m):
rv = []
for element in m:
rv.append(humanize(element))
if type(element) in [np.ndarray, list]:
rv.append(humanize(element))
else:
rv.append(humanize_num(element))
return rv
@ -459,6 +476,7 @@ _1 = State([[0],
[1]],
name='1')
# |+> and |-> states
_p = State([[1 / np.sqrt(2)],
[1 / np.sqrt(2)]],
name='+')
@ -467,7 +485,32 @@ _m = State([[1 / np.sqrt(2)],
[- 1 / np.sqrt(2)]],
name='-')
well_known_states = [_p, _m]
# 4 Bell states
b_00 = State([[1 / np.sqrt(2)],
[0],
[0],
[1 / np.sqrt(2)]],
name='B00')
b_01 = State([[0],
[1 / np.sqrt(2)],
[1 / np.sqrt(2)],
[0]],
name='B01')
b_10 = State([[1 / np.sqrt(2)],
[0],
[0],
[-1 / np.sqrt(2)]],
name='B10')
b_11 = State([[0],
[1 / np.sqrt(2)],
[-1 / np.sqrt(2)],
[0]],
name='B11')
well_known_states = [_p, _m, b_00, b_01, b_10, b_11]
_ = I = UnitaryOperator([[1, 0],
[0, 1]],
@ -485,6 +528,35 @@ Z = UnitaryOperator([[1, 0],
[0, -1]],
name="Z")
# TODO: These are not the rotations that are specified commonly e.g. in
# https://www.quantum-inspire.com/kbase/rotation-operators/
# http://www.vcpc.univie.ac.at/~ian/hotlist/qc/talks/bloch-sphere-rotations.pdf
# and elsewhere.
# --------------
# Multiply the bellow ones by the following to get the commonly given
# X = [[1, -1j][-1j, 1]]
# Y = [[1, -1j][-1j, 1]]
# Z = [[1j, 0][1j, 0]]
def Rx(theta):
return UnitaryOperator([[np.cos(theta / 2), np.sin(theta / 2)],
[np.sin(theta / 2), np.cos(theta / 2)]],
name="Rx")
def Ry(theta):
return UnitaryOperator([[np.cos(theta / 2), -1j * np.sin(theta / 2)],
[1j * np.sin(theta / 2), np.cos(theta / 2)]],
name="Ry")
def Rz(theta):
return UnitaryOperator([[1j * np.power(np.e, -1j * theta / 2), 0],
[0, 1j * np.power(np.e, 1j * theta / 2)]],
name="Rz")
H = UnitaryOperator([[1 / np.sqrt(2), 1 / np.sqrt(2)],
[1 / np.sqrt(2), -1 / np.sqrt(2)], ],
name="H")
@ -525,7 +597,7 @@ def assert_not_raises(exception, msg, callable, *args, **kwargs):
def test_unitary_hermitian():
# Unitary is UU+ = I; Hermitian is U = U+
# Matrixes could be either, neither or both
# Quantum operators are described by unitary transformations
# Quantum operators are described *only* by unitary transformations
# TODO: What are Hermitians?
h_not_u = [
[1, 0],
@ -556,6 +628,12 @@ def test_unitary_hermitian():
assert_raises(TypeError, "Not a Unitary matrix", UnitaryMatrix, not_u_not_h)
def testRotPauli():
assert Rx(np.pi) == X
assert Ry(np.pi) == Y
assert Rz(np.pi) == Z
def test():
# Test properties of Hilbert vector space
# The four postulates of Quantum Mechanics
@ -600,6 +678,9 @@ def test():
assert Y | _1 == State([[-1j],
[0]])
# Test Pauli rotation gates
testRotPauli()
# III: Measurement | A quantum measurement is described by an orthonormal basis |e_j>
# for state space. If the initial state of the system is |ψ>
# then we get outcome j with probability pr(j) = |<e_j|ψ>|^2