PX391 Nonlinearity, Chaos, Complexity Landau theory of Ferromagnets Consider system which follows the minima of the free energy F(M): F = F0 + F1M + F2 M 2 + F3 M 3 + F4 M 4 which can always be written as F = F0 '+ F2 '( M − M 0 ) 2 + F3 '( M − M 0 )3 + F4 '( M − M 0 ) 4 since both are general polynomials up to degree 4 ( M ' = M − M 0 is the reqd. transformation). Case 1: no applied field. For symmetry F3 = 0 We then have (dropping primes) F ( M ) = F0 + α (T − Tc ) M 2 + β M 4 Extrema given by dF = 2α (T − Tc ) M + 4 β M 3 = 2 M (α (T − Tc ) + 2 β M 2 ) dM i.e. at M = 0 or M 2 = α (Tc − T ) 2β But M is real so M = ± α (Tc − T ) 2β is an extremum for T < Tc Look for minima d 2F = 2α (T − Tc ) + 12β M 2 dM 2 M =0: M =± Min for T > Tc ; Max for T < Tc α (Tc − T ) 2β d 2F dM 2 = 2α (T − Tc ) + 12 β . α (Tc − T ) = −4α (T − Tc ) 2β Min for T < Tc , Max for T > Tc We have a pitchfork bifurcation at T = Tc - see plot of M (T ) 1 PX391 Nonlinearity, Chaos, Complexity As we go from T > Tc to T < Tc the system “falls” into one of the potential wells - which one is determined by fluctuations at T = Tc . Case 2: Now consider applied B field - asymmetric now F3 = γ ≠ 0 dF = 2α (T − Tc ) M + 3γ M 2 + 4β M 3 dM extrema now given by that is, at M = 0 , dF = 0 = M {2α (T − Tc ) + 3γ M + 4β M 2 } dM M= −3γ ± (9γ 2 − 4.2α (T − Tc ).4 β ) 2.4 β There are 2 real values of M when 9γ 2 > 32αβ (T − Tc ) Now write M as M= −3γ ± 3 γ 2 − γ c 2 8β Look for minima: d 2F = 2α (T − Tc ) + 6γ M + 12β M 2 dM 2 2 PX391 Nonlinearity, Chaos, Complexity M = 0 is a min at T > Tc the M ≠ 0 extrema is given by: which gives: 2α (T − Tc ) + 3γ M + 4β M 2 = 0 ( d 2F d 2F 2 = 3 γ M + 8 β M , or = M ±3 γ 2 − γ c 2 dM 2 dM 2 ) Then in addition to the M = 0 extremum we have: For γ 2 > γ c 2 For γ 2 = γ c 2 For γ 2 < γ c 2 2 real M ≠ 0 roots, one max, one min 32αβ (T − Tc ) −3γ and γ c 2 = ; this is at T > Tc 8β 9 - M is imaginary, no max/min M= also at γ c 2 = 0 T = Tc (a) is (-)ve root hence d 2F >0 dM 2 M= −3γ ± 3γ 8β i.e. M =0 or M= −6γ 8β (a) (b) -this is a min. (b) is an inflexion. Finally, for γ c 2 < 0 - we have 2 real M ≠ 0 roots, both minima, and M = 0 which is a maximum. Graphically: 3 PX391 Nonlinearity, Chaos, Complexity Now fluctuations are unimportant. 4