! " # ! $ %&' # # ( ( %)' # # " ! # # " *&! )+ , # - . , " .# */! 0! 1+ " N L × L! N # ρ = L×L - i = 1, 2, ..., N t hi (t)! , 2 hi (t = 0) = 0! # 3 $ %&' -# #$ i % 45' ! j " i j $ Pij (t) = 1 . 1 + exp η(hj (t) − hi (t)) %&' 6 η > 0 i ! j ! 6 " hi (t) hj (t) 1 F 7 F 1 F = 1 ! F > 1! ,, ! */+ %)' 8#$ . N # %, " ' 6 hi (t) " # (1 − µ)! 0 < µ < 1 7 # %&' $ " hj (t) − hi (t)! η ! t ( i j i ( ( # . " # %)' hi (t) ! " # hi (t) ! # ! , ! # # %hi = hj , ∀i, j ' 9 ! , , ! hi # : # ! ρ 3 *&! )+ # " # " ; # # # {h∗i }i=1,...,N 9 *0+ # # # {Pij }i=1,...,N . # &$ σ = Pij2 − Pij 1 2 2 . %)' 3 # . $ " σ = 0 σ = 1 < : $ hi Pij ! # 9 " #! # , 9 ρ " 6 i $ %&' 9 1 − ρ " " # %)' 9 ρ " 1/(N − 1) , j $ Pij (t) = 1 − Pij (t) =! # N %i = 1, ..., N ' "$ hi (t + 1) = (1 − ρ)(1 − µ)hi (t) + N ρ(1 − µ) N −1 Pij (t) hi (t) + 1 + j=1;j=i 1 − Pij (t) hi (t) − F %/' 9 N = 2 9 P12 (t) = 1 − P21 (t)! 10 0.5 N=2 0.4 5 σ 0.3 0 N=2 0.2 -5 0.1 0 0.2 0.4 ρ 0.6 0.8 -10 -10 1 !" # $ %&' ρ # σ N = 2 (' ) % # # % (F ; µ; η)" (2; 0,1; 1) * (1; 0,1; 1) % * (1; 0,1; 0,5) (' (1; 0,3; 1) + & / $ h1 (t+1) = (1−µ)h1 (t)+ρ(1−µ) P12 (t)(1+F )−F -5 h(t + 1) = (1 − µ)h(t) + ρ(1 − µ)(1 − F ) , 2 .$ h∗ = ρ(1 − µ)(1 − F ) , 2µ %0' 5 10 ," -& h∗ = h∗2 − h∗1 = 0 ρ < ρc * -% & ρ > ρc " h∗ = {0, +a, −a} . % /* ' -& * ' {(0, 0), (+a/2, −a/2), (−a/2, +a/2)} 9 " ! ! h∗1 = h∗2 = h∗ 9 . (h∗ , h∗ ) , $ h2 (t+1) = (1−µ)h2 (t)+ρ(1−µ) 1−P12 (t)(1+F ) # ! ! " ! . (h∗1 , h∗2 ) ! $ h∗1 = h∗2 9 . . $ h(t) = (h1 (t)+h2 (t))/2 $ 0 J = (1 − µ) 1−A A A 1−A , %1' $ ρη(1 + F ) , %>' 4 " $ A=− ρ < ρc = 2µ . η(1 − µ)(1 + F ) %?' @ # . & ρ σ F ! η µ 3 ρc # ? 9 %F = 1' η = 1 µ = 0,1 N=2 5 5 h* h* 0 0 -5 -10 N=2 (F = 2) -5 -15 0.2 0.4 ρ 0.6 0.8 1 0.2 0" 1$# h∗1 h∗2 $ . F = 1 η = 1 µ = 0,1/ $ " h∗1 = h∗2 = h∗ = 0 ρ = ρc $# * * h∗1 = −h∗2 = 0 % ' ρc ≈ 0,11 , " 9 . ! h∗ = h∗2 −h∗1 3 . h∗ # $ ρ(1 − µ)(1 + F ) 2 h = 1− . µ 1 + exp(ηh∗ ) ∗ . %)'! " ! , ρ < ρc : # h∗ = 0! $ h∗1 = h∗2 =< h >∗ = 0! ρ > ρc $ h∗ = 0! , ! h∗ = 0 −h∗ = 0! $ h∗1 = −h∗2 = +a/2 −h∗1 = h∗2 = −a/2 @ "# h∗1 h∗2 . / " $ h∗1 = h∗2 = h∗ = 0 ρ = ρc "# h∗1 = −h∗2 = 0 0.4 ρ 0.6 0.8 1 2" 1$# h∗1 h∗2 F = 2* µ = 0,1 η = 1,0 . " # F ! η µ .# " . /$ %&' ; F %. 0' ρc %)' ; # µ %. 1' ρc %/' ; # η %. >' ρc A ; . " ! N N / 6. $ h(t) = N 1 h (t)! Pij + N i=1 i N N P = N(N−1) ! Pji = 1 2 i=1 j=1,j=i ij 4 ! $ h(t + 1) = (1 − µ)h(t) − ρ(1 − µ)(F − 1) , 2 . : # N # 0 # 6 (h∗1 , h∗2 , . . . , h∗N ) h∗1 = h∗2 = . . . = h∗N = h∗ . # 3 2 N=2 η = 0.5 N=2 µ = 0.3 5 h* h* 1 0 0 -1 -5 -2 0.2 0.4 ρ 0.6 0.8 1 0.2 0.4 ρ 0.6 0.8 1 3" 1$# h∗1 h∗2 F = 1* µ = 0,3 η = 1,0 4" 1$# h∗1 h∗2 F = 1* µ = 0,1 η = 0,5 . $ ⎛ ⎜ J = (1 − µ) ⎝ 1−A A N−1 ... A N−1 A N−1 1−A ... ... ... ... ... ... A N−1 ... ... 1−A ⎞ ⎟ ⎠, −ρη(1+F ) *>+ A = 4 $ λ = (1 − µ)((1 − A) − A ) N − 1! λ = (1 − µ) N−1 &! " $ ρ < ρc = h2 (t+1) = h2 (t)+ρ(1−P12 (t)(1+F ))−µ tanh(h2 ). 7 0 ≤ ρc ≤ 1! # $ η(1 + F ) . 4 + η(1 + F ) *)+! # $ hi (t) $ hi (t) − µ tanh(hi (t)) < ! " ! # " #! ) ! $ h1 (t+1) = h1 (t)+ρ(P12 (t)(1+F )−F )−µ tanh(h1 ) 4µ(N − 1) , η(1 − µ)N (1 + F ) %N = 2' 9 N >> 1 $ 4µ . ρc = %B' η(1 − µ)(1 + F ) µ< %C' . ? , ! N >> 1! # ! . h∗1 = h∗2 2µ ρ < ρc = η(1+F ! ) *)+ ! # #$ " , .# %# &' 9 D $ ! Q . 8f N = 10 , F = 0,7! Q = 0,7! µ = 0,0001 η = 0,001 - INEXISTENCIA DE 0.4 µ TRANSICION TRANSICION POSIBLE 0.2 0 0 1 2 3 η . (1+F) 4 5 5" # * N >> 1* # %&' ( 1 # 9 ! # $ ρc 10 ! . 8a 8e! # # # " $ " , , # ; , , E */! 0! 1+ , $ ! # ! ! η σ(t) 8 , *?! B! C+! #! ! ! ! E " - , ! # # #! # , ! # ! - # 3 F -! G 7 2 9 = -2-<H =F)II)I&B&) *&+ - ! ! 9 - ! )II& *)+ ! ! %&CC1' */+ @ ! ! 6 %)III' ! /?/ E! *0+ 6 E! G F ! ! ! 11C %)II/' *1+ 6 E! ! %)II/' ! )/? *>+ - J ,! !" K &! L! &CC1 *?+ 6 E! # $%&%'()*! %F )II1' *B+ M F! 6 E! MMN5 N # $%&%)((*! %)II1' *C+ 3 M O ! ! B %)II1' N=3 N=4 5 h* h* 5 0 -5 0 -5 0.2 0.4 ρ 0.6 0.8 1 0.2 0.4 0.6 0.8 1 0.8 1 N=6 N=8 5 h* 5 h* ρ 0 -5 0 -5 0.2 0.4 ρ 0.6 0.8 1 0.2 0.4 ρ 0.6 300000 N = 10 5 200000 N = 10 relajación aditiva h* h* 100000 0 0 -100000 -200000 -5 -300000 0.2 0.4 ρ 0.6 0.8 1 0.1 0.2 ρ 0.3 0.4 0.5 6" 1$ -& 0 $# * $ " ./ N = 3* ./ N = 4* ./ N = 6* ./ N = 8 ./ N = 10 .$/ * N = 10* 1 &#