Entanglement in quantum
information theory
Xiaoguang Wang(王晓光 )
Zhejiang Institute of Modern Physics,
Zhejiang University
Outline
1. Introduction to entanglement.
2. Entanglement measures.
3. Application of entanglement theory to
magnetic systems.
Entanglement
Product state in a composite system:
)10|01(|
2
1
|
21 ||
A pure state is entangled if it cannot be written
in the above form. For instance,
The entanglement results from the superposition
principle and the tensor product structure.
An example
Entangled or not
)11|10|01|00(|
2
1
|
)11|10|01|00(|
2
1
|
2
1
The second state is entangled, while the first one is not.
)|1||0(|
2
1
|
)1|0(|
2
1
|,|||
2
1
Entanglement
212121
2211
2
221121
212121
21
1
2
1
))(()())((
2
1
1
2
1
2
1
1
2
1
1
2
1
zz
zz
yyxxzz
i
H
From this one can prove that this is a swap
operator.
Bell states
)11|00(|
2
1
|
)11|00(|
2
1
|
)10|01(|
2
1
|
)10|01(|
2
1
|
Singlet states and triplet states
||
||
||
||
12
12
12
12
S
S
S
S
Entanglement measure and Entropy
An arbitrary bipartite pure state is given by
|)(|
)log(
),(1
21
121
2
1
Tr
TrE
TrE
von
L
jiA
m
i
n
j
ij |||
1 1
The linear entropy or Von Neumann entropy
can be used to measure the entanglement in the
above pure state
Pure State and Linear Entropy
The linear entropy and the reduced density
matrix can be written as
.)(,
),(1
**
21 AAAAAA
AAAATrE
T
.2/1)(1
)2/1,2/1(
11|00|2/1|
4
AtrE
diagA
Example, Bell states (maximally entangled states):
Schmidt decomposition
From SVD, an arbitrary pure state can be
decomposed as
''
1
' |||
kk
r
k
k
?10|01|
2
1
).(log
,1
1
2
1
2
k
r
k
kVon
r
k
kL
E
E
Linear entropy and Von Neumann entropy:
Mixed state
1,
'''
i
iii
i
i pp
A mixed state:
If a mixed state is non-separable, then the state is
entangled.
Separable state
1|,|
i
iii
i
i pp
Quantification of entanglement
Entanglement of formation
)()( BVonAVon EE
|)(|min)( }{| ii
i
iEpE i
Quantification of entanglement
For two qubits, the entanglement of
formation can be obtained from the
concurrence ,
).1(log)1(log)(
,
2
11
22
2
xxxxxh
C
hE
The concurrence itself is a good measure
of two-qubit entanglement.
Quantification of entanglement
Calculations of the concurrence
Spin flipped density matrix
).(*)(~ yyyy
The concurrence is
},,0max{ 4321 C
where k are the square roots of the four
real eigenvalues of ~ in decreasing order.
Example 1: Two-qubit pure states
.1
10|01|2/1|
C
.11|10|01|00|| dcba
2
1
)(|,|||
i iy
iC
is the complex conjugation operator.
Bell states:
.||2 bcadC
is anti-unitary time-reversal operator.
An arbitrary two-qubit state
Example 2: the Werner state
||
4
)1( 4 p
I
pw
)1(2/1|| 12S
12
4
24
)1(
S
pIp
w
}2/)13(,0max{ pC
0,3/1 Cp
Example 2: the Werner state
4
13
,0max2
4
)1(
,0max2
24
)1(
2
,0max2
4
)1(
4
)1(
2
24
)1(
24
)1(
24
)1(
12
4
p
p
p
ppp
C
p
pp
pp
pp
S
pIp
w
Example 3: Three-qubit states
.0
111|000|2/1|
C
GHZ
.3/2
100|010|001|3/1|
C
W
Two classes of three-qubit states:
Thermal entanglement
Ze kTHT /
/
The system state at finite temperature is given by
the Gibb’s density operator
Z is the partition function.
T is the temperature.
k is the Boltzmann’s constant.
As the density matrix represents a thermal state,
the entanglement in this state is called thermal
entanglement. The thermal entanglement is in
general determined by both eigenvalues and
eigenstates.
Application to magnetic systems: A
simple example
12211
2
1
SH
]1,,1[
/])sinh()[cosh(
/
12
12
x
H
T
S
ZS
Ze
Thus, the thermal state is just the Werner state
with p given by
]sinh2)cosh(4/[)sinh(2
/)sinh(2
Zp
The Werner state is naturally realized in the two-qubit
isotropic Heisenberg model. In addition, the ground state is a
singlet state, which is maximally entangled.
Application to magnetic systems: A
simple example
ee
ee
ee
eeee
Z
C
Z
ZS
Ze HT
3,0max
3
1
3,0max
22
1
)cosh(2sinh4,0max
sinh2cosh4
1
)cosh(sinh2,0max
2
)sinh()cosh(
)cosh()sinh(
)sinh()cosh(
)sinh()cosh(
1
/])sinh()[cosh(
/
12
The concurrence
3
3
,0max
2
2
e
e
C
The threshold value of T
3ln/2thT
When the temperature is larger than the threshold
value, the entanglement disappears.
Partial transpose
Definition of partial transpose
knAmlmnAkl T |||| 1
There is the following identity:
BABA
T
T
1
A conclusion
'''
ii
i
ip
unit trace, Hermitian. So it can be
considered as a legitimate density
matrix
A separable state
''*'
1
ii
i
i
T
p
'*
i
If is separable, all eigenvalues of 1
T
are non-negative. In other words, if the partially transposed
density matrix has negative eigenvalues, the state is
entangled. For 2 by 2 and 2 by 3 systems, we can further
claim that if the partially transposed density matrix has non-
negative eigenvalues, the state is not entangled.
Trace Norm, negativity, and logarithmic negativity
AAtrA 1||||Trace Norm:
Logarithmic negativity:
Negativity:
||||log)( 22
T
E
An arbitrary pure state
.2/1
10|01|2/1|
N
Bell
A pure state with Schmidt coefficients
.1
22|11|00|3/1|
N
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