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I try to understand the Symmetric Logarithmic Derivative which is a central concept for Quantum Fisher Information and is the extension to the quantum world of Fisher Information. There are relatively few tutorials about the Symmetric Logarithmic Derivative : the wikipedia page the grokipedia page In the wikipedia page, an Hermitian and positive semidefinite operator $\rho$ is considered, together with $A$ an Hermitian operator. $\rho$ heavily recalls a density matrix, but trace normalization is
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Symmetric Logarithmic Derivative
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I try to understand the Symmetric Logarithmic Derivative which is a central concept for Quantum Fisher Information and is the extension to the quantum world of Fisher Information.
There are relatively few tutorials about the Symmetric Logarithmic Derivative :
the wikipedia page
the grokipedia page
In the wikipedia page, an Hermitian and positive semidefinite operator
ρ
𝜌
is considered, together with
A
𝐴
an Hermitian operator.
ρ
𝜌
heavily recalls a density matrix, but trace normalization is not required. Under these assumptions, the symmetric Logarithmic derivative
L
ρ
(A)
𝐿
𝜌
(
𝐴
)
of
A
𝐴
is defined by :
i[ρ,A]=
1
2
{ρ,
L
ρ
(A)}(1)
𝑖
[
𝜌
,
𝐴
]
=
1
2
{
𝜌
,
𝐿
𝜌
(
𝐴
)
}
(
1
)
where
[,]
[
,
]
and
{,}
{
,
}
are respectively the commutator and the anticommutator.
In the grokipedia page, a parameterized quantum state
ρ
θ
𝜌
𝜃
is defined, with
θ
𝜃
a real parameter, e.g. :
ρ
θ
=
e
−i
θ
2
σ
z
ρ
0
e
i
θ
2
σ
z
𝜌
𝜃
=
𝑒
−
𝑖
𝜃
2
𝜎
𝑧
𝜌
0
𝑒
𝑖
𝜃
2
𝜎
𝑧
for one qubit. The symmetric Logarithmic Derivative
L
θ
𝐿
𝜃
associated with quantum states
ρ
θ
𝜌
𝜃
is defined by :
∂
θ
ρ
θ
=
∂
ρ
θ
∂θ
=
1
2
[
L
θ
ρ
θ
+
ρ
θ
L
θ
]=
1
2
{
ρ
θ
,
L
θ
}(2)
∂
𝜃
𝜌
𝜃
=
∂
𝜌
𝜃
∂
𝜃
=
1
2
[
𝐿
𝜃
𝜌
𝜃
+
𝜌
𝜃
𝐿
𝜃
]
=
1
2
{
𝜌
𝜃
,
𝐿
𝜃
}
(
2
)
I do not understand the link between (1) and (2), are they the same ? In this case, we should have :
∂
ρ
θ
∂θ
=i[ρ,A],
L
ρ
(A)=
L
θ
(3)
∂
𝜌
𝜃
∂
𝜃
=
𝑖
[
𝜌
,
𝐴
]
,
𝐿
𝜌
(
𝐴
)
=
𝐿
𝜃
(
3
)
If I set :
U=
e
−i
θ
2
σ
z
⇒
∂
θ
(U)=−
i
2
σ
z
U
𝑈
=
𝑒
−
𝑖
𝜃
2
𝜎
𝑧
⇒
∂
𝜃
(
𝑈
)
=
−
𝑖
2
𝜎
𝑧
𝑈
then
∂
θ
ρ
θ
=−
i
2
σ
z
Uρ
U
†
+
i
2
Uρ
U
†
σ
z
=i[
ρ
θ
σ
z
2
−
σ
z
2
ρ
θ
]
∂
𝜃
𝜌
𝜃
=
−
𝑖
2
𝜎
𝑧
𝑈
𝜌
𝑈
†
+
𝑖
2
𝑈
𝜌
𝑈
†
𝜎
𝑧
=
𝑖
[
𝜌
𝜃
𝜎
𝑧
2
−
𝜎
𝑧
2
𝜌
𝜃
]
So choosing
A=
σ
z
2
𝐴
=
𝜎
𝑧
2
makes (1) and (2) be coherent. Is my understanding correct ?
Remark : in fact the first equality in (3) is the Von Neumann Equation if
θ
𝜃
is time.
quantum-fisher-information
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edited May 29 at 19:03
asked May 28 at 12:22
deb2014
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The answer to your question is yes they are the same. Forget about the commutator in EQ. (1), that's just von Neumann equation with Hamiltonian
A
𝐴
. –
lcv
Commented
May 29 at 14:25
@lcv for unitary operations and linear parameters only –
Quantum Mechanic
Commented
May 29 at 16:07
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They are the same if the state is evolving unitarily and the parameter couples to a Hamiltonian-type generator. Specifically, if
ρ(θ)=U(θ)ρ(0)U(θ
)
†
𝜌
(
𝜃
)
=
𝑈
(
𝜃
)
𝜌
(
0
)
𝑈
(
𝜃
)
†
and
U(θ)=exp(−iθA)
𝑈
(
𝜃
)
=
exp
(
−
𝑖
𝜃
𝐴
)
for any Hermitian
A
𝐴
then
∂ρ
∂θ
=i[ρ,A]
∂
𝜌
∂
𝜃
=
𝑖
[
𝜌
,
𝐴
]
and the two formulations of the symmetric logarithmic derivative are the same. But, if
ρ(θ)
𝜌
(
𝜃
)
depends on
θ
𝜃
in any other way, such as if
θ
𝜃
is the temperature of a thermal state, then this equivalence will no longer hold and one has to use the more general definition (2).
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answered May 29 at 16:07
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