ising model & spin representations wayne m. lawton department of mathematics national university...
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ISING MODEL & SPIN REPRESENTATIONS
Wayne M. Lawton
Department of Mathematics
National University of Singapore
2 Science Drive 2
Singapore 117543
Email [email protected] (65) 874-2749Fax (65) 779-5452
ONE-DIMENSIONAL MODEL
R1}{-1, X:E N
N
1i
N
1i
)i(sH)1i(s)i(s E(s)
Partition Function
R
kT
1,E(s))exp(-) Z(
Xs
Energy Function
RR:Z
ONE-DIMENSIONAL MODEL
N1N3221
PTracePPP ) Z( ssssss
Transfer Matrix
)H(
)H(
ee
ee)P(
Trace Formula
22RR:P
42 e)H(sinh)Hcosh(e
TWO-DIMENSIONAL MODEL
)s,,s(),,,( n1n1
n
1)(E),(E )E( 112
2nN
n
1iii2 ss ),(E
n
1i
n
1ii1ii1 sHss )(E
TWO-DIMENSIONAL MODEL
nPTrace ) Z(
Transfer Matrix
Trace Formula
nn 22RR:P
)(E),(EexpP 12
Problem : Compute the largest eigenvalue of P
PROBLEM FORMULATION
123 VVVP
n
1iiiss1 ssexp )V(
Factorization
n
1issss 1iinn11ss2 ssexp )(V
n
1issss inn11ss3 Hsexp )(V
PROBLEM FORMULATION
IZYX 222
Pauli spin matrices
10
01Z,
0i
i0Y,
01
10X
0XZZXZYYZYXXY iYZX,iXYZ,iZXY
sinhXcoshe X
siniZcose Zi
PROBLEM FORMULATION
construct
IXIIX
n,1,
IYIIY
IZIIZ
For distinct subscripts everything commutes For any subscript, the Pauli matrix relations hold
by tensor products of n factors
For nn 22 matrices
PROBLEM FORMULATION
Xe)2sinh(2ee
eea
2e tanh 1
2n1 V)2sinh(2aa V
n
1XXX
1 e ee V
n
11ZZ
2 e V
n
1ZH
3 e V
CLIFFORD ALGEBRA
ijijji 2
Generated by n2,,1i, i
that satisfy the anticommutation rule
1211 Y,Z Example
214213 YX,ZX
k1k1k2k1k11k2 YXX,ZXX
CLIFFORD ALGEBRA
n2
2
1
n2,n22,n21,n2
n2,22221
n2,11211
n2
2
1
C)SO(2n, For any orthogonal matrix
the entries below satisfy the anticommutation rules
SPIN REPRESENTATION
n2,,1i),(S)(S 1ii
n2n2CC)SO(2n,:S Lemma 1.There existssuch that
Proof For planar rotators
2kj2kj2sincosexp)(S
sincos)(S)(S kj1
j
cossin)(S)(S kj1
k
)|k(j,
SPIN REPRESENTATION
ie Lemma 2.The eigenvalues of
are 1 with multiplicity (2n-2) and
)(S
,YZ,XZ 21k21j
)|(jk
The eigenvalues of are 2ie
each with multiplicity 1n2
Proof First part is trivial. For the second, choose
222kj iZYX
IIe0
0eI)(S
2i
2i
SPIN REPRESENTATION
Lemma 3 Let
)(S
where
)|()|()|( n21 }n2,,2,1{},,,,,,{
and },,{ n1 are complex numbers. Then
2n
21 expexp)(S
has eigenvalues ni1i e,,e
has eigenvalues 2/)ni2i1i(ie
Proof Obvious
SOLUTION
If there is no external magnetic field (H=0), then
21VVV
logn
1
nlim)]2sinh(2log[
2
1)(Zlog
N
1
Nlim
where is the largest eigenvalue of
n
1jjX
1 e V
n
1k1kZkZ
2 e V
SOLUTION
implies that
n
1j
n
1j1j2j2ijX
1 e e V
1ZnZ1n
1j
1jZjZ2 ee V
jjj1j2j2 iXZY
1n,,1j,ZiZYZX 1jjj1jjj21j2
)XX(ZiZ n1n1n21
SOLUTION
1n
1j
j21j2in21Ui2 e e V
n21 XXX U
n
1k
1k2k2i1n
1j
j21j2in21Ui eee V
21 etanh0,,
SOLUTION
)UI()UI(U,UI)UI(U
,I U,iU 2n221
n
n21i2
UIn21i2
UIUn21i eee
n
1k
1k2k2i1n
1j
j21j2in21i eee V
V2
UIV
2
UIV
SOLUTION
RXX U
The matrix U commutes with both
(however
I0
0IU~
RUR 1-
B0
0AV~
B0
0AV~
VV and VV and do not commute with each other
as erroneously claimed in line 7, page 380 Huang)
therefore
and
SOLUTION
To find the eigenvalues of VV and
we first find the 2n x 2n rotation matrices
such that )2i|(1,2n)S(V
1n
1j
n
1k)i2|1k2,k2()i2|j2,1j2(
and
)i|n2,1n2()i|4,3()i|2,1(
)i2|n2,1( )i2|1n2,2n2()i2|3,2(
SOLUTION
A0B
AB
0BAB
BBA
**
*
cosh2cosh2h2insicosh2
h2insicosh2-cosh2cosh2A
h2ins0.5sinh2-hcosisinh2-
hinsisinh2h2ins0.5sinh2-B
2
2
SOLUTION
1n2,,1,0k,e kk
2sinh2sinhnkcos2cosh2coshoshc k
)0.5(exp Vof ig.e 2n220
)0.5(exp Vof ig.e 1n231
)0.5(exp of ig.elargest 1n231
SOLUTION
2coth2coshD
dt
0
)t2cos211(Dlog2
1log
n
1
nlim
D
2
REFERENCES
K. Huang, Statistical Mechanics, Wiley, 1987
N. Hurt and R. Hermann, Quantum StatisticalMechanics and Lie Group Harmonic Analysis,Math. Sci. Press, Brookline,
B. Kaufman, “Crystal statistics, II. Partitionfunction evaluated by spinor analysis”, PhysicalReview 76(1949), 1232-1243.
E. Ising, Z. Phys. 31(1925)
R. Herman, Spinors, Clifford and CayleyAlgebra,Interdisciplinary Mathematics, Vol. 17, Math. Sci.Press, Brookline, Mass. 1974.
REFERENCES
D. H. Sattinger and O. L. Weaver, Lie Groupsand Algebras with Applications to Physics,Geometry, and Mechanics, Springer 1986.
L. Onsager, Crystal statistics, I. “A two-dimensionalmodel with an order-disorder transition”, PhysicalReview 65, (1944), 117.
T. D. Schultz, Mattis, D. C. and E. H. Lieb, “Twodimensional Ising model as a soluble problem ofmany fermions”, Reviews of Modern Physics,36 (1964), 856-871.C. Thompson, Mathematical Statistical Mechanics,MacMillan, New York, 1972.