Teoría de Campo Medio en el modelo de Bonabeau

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 ! " # ! $ %&' # # (
( %)' # # "
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- .
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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))
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hi (t) " # (1 − µ)! 0 < µ < 1
7
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hj (t) − hi (t)! η ! t ( i j i ( ( # . "
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!
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; #
# # {h∗i }i=1,...,N 9 *0+
#
# # {Pij }i=1,...,N
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# &$
σ = Pij2 − Pij 1
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3 # . $ " σ = 0 σ = 1
< : $
hi Pij ! # 9 "
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9 ρ "
6 i $ %&' 9 1 − ρ "
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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
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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 ! .
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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 &# 
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