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升级   33.68% TA的每日心情 | 开心 2012-2-21 11:21 |
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签到天数: 5 天 [LV.2]偶尔看看I
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本帖最后由 瞿培华 于 2012-2-18 17:26 编辑
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global pop; %种群
4 o, @6 b2 U3 u |- f3 lglobal c1; %个体最优导向系数8 x9 j( }: K; R. x
global c2; %全局最优导向系数
. M- G1 O7 t- W+ Zglobal gbest_x; %全局最优解x轴坐标# n% t/ q7 B& b3 S
global gbest_y; %全局最优解y轴坐标
. ?8 O: y' E* A5 \! B' M( Bglobal best_fitness; %最优解
& }2 G. n4 z+ L* v; q4 T) `global best_in_history; %最优解变化轨迹
# c4 _/ L) }" M, G% H* e# V ]global x_min; %x的下限
( [1 g6 r0 ^1 p9 rglobal x_max; %x的上限3 B& e+ F* f- E. R2 z" j g
global y_min; %y的下限: N% s& C" ]+ Z
global y_max; %y的上限
8 B" [' c! K' Y! u/ S: U7 }global gen; %迭代次数
7 \* }' J( h4 {0 V- X9 q: vglobal exetime; %当前迭代次数
7 B1 S# Y" \) ]! gglobal max_velocity; %最大速度1 [6 B! g% ^7 {% O/ L
. S, ?- Z( T. `innitial; %初始化# w! ?- Z9 O6 ]% D% t* Z: m x! M' }& D
7 Q9 S/ y4 k3 q4 p8 P. i3 G4 x
for exetime=1:gen
: ^7 Y/ X9 k1 y* p* m5 D: b outputdata; %实时输出结果
8 H0 F8 w+ d, S3 c adapting; %计算适应值0 Q7 j& }' d2 R% q
errorcompute(); %计算当前种群适值标准差
( ~. @% Y+ L9 {( F3 ? updatepop; %更新粒子位置+ Q3 j6 }$ s$ L
pause(0.01);/ G. ?( J8 I+ E% [% J
end
& r, O& P, X8 [7 r- x( g! V. a9 b' \2 u, l' Y& V) T
clear i;
/ g$ k6 g6 r+ Fclear exetime;0 r3 x- f! _# \9 a7 A/ _1 b
clear x_max;
3 N3 a |6 E6 w4 l9 I: Hclear x_min;7 K1 f$ E; G0 A( p! i9 {0 @
clear y_min;
- b4 Y: d+ @& F. T oclear y_max;
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0 _ d' H2 ]; F, f: r$ `! d5 Tfor i=1:popsize
0 Q% D+ h8 ], ^4 B4 U pop(i,8)=100*(pop(i,1)^2-pop(i,2)^2+(1-pop(i,1))^2);0 @5 A( ?2 F- `- f- a. _+ d
if pop(i,7)>pop(i,8)9 b: C1 Z; o" O- m; T4 E9 A" O# p6 J
pop(i,7)=pop(i,8);% a( G( u( Y/ r( X& R- l9 r" `
pop(i,5:6)=pop(i,1:2);
7 |8 m1 Z4 p# N+ F' g F1 r end
0 D4 V$ F0 Q6 Gend% x" d% y" M6 T$ |) K# A
if best_fitness>min(pop(:,7))0 |4 j( }' O, _5 B, E( v* I
best_fitness=min(pop(:,7));
}2 j/ \7 y5 q5 \. F, Q! i* H gbest_x=pop(find(pop(:,7)==min(pop(:,7))),1);
. W& g/ x4 v4 u# J gbest_y=pop(find(pop(:,7)==min(pop(:,7))),2);* Q$ s4 y2 m- R; l
end* {2 ?$ q/ \6 J' q% a2 s
best_in_history(exetime)=best_fitness;: S% M( ?3 q2 {2 A" y5 `" J/ Z
gen=100;: @: f- Q9 Y" |8 P+ B
popsize=30;' J7 a3 M9 [4 u+ d
best_in_history(gen)=inf;9 v# | e0 Y4 Q' U8 [& ]
best_in_history(: )=inf;& d, `+ T0 b s5 E4 h/ A' }1 b' [
max_velocity=0.3;/ A8 ]: X/ i/ M* A( p/ ?
best_fitness=inf;
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6 L$ P/ M- P& kpop(popsize,8)=0;4 J1 X' {" I/ c9 `( ]
for i=1:popsize
, p! T8 Y: w- d$ E6 j, h pop(i,1)=4*rand()-2;
) ?- S! S! q, I W# U pop(i,2)=4*rand()-2;5 W3 O) t5 o% b) c
pop(i,5)=pop(i,1);
9 o$ ~0 Z- D- I( _! c% p pop(i,6)=pop(i,2);
: Q5 d, {* y7 X+ y9 }: j9 P$ ~* R pop(i,3)=rand()*0.02-0.01;
) [; B' U5 g5 x' a2 k; o pop(i,4)=rand()*0.02-0.01;
: C+ u/ J( K/ ~ i pop(i,7)=inf;6 M/ E9 I+ r9 Q! ]
pop(i,8)=inf;
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( Y( W5 p0 Q, P" Ac1=2;9 ]3 Z' M% }1 |/ d& |2 z
c2=2;/ ]- l' T5 u4 D) }5 l
x_min=-2;' T: l7 V1 `6 c5 Q+ K
y_min=-2;
! K6 t* ?3 G2 d0 n7 g: { m3 t- _x_max=2;# K6 Z4 I* x" w: b) H* q- Y' F9 k6 x
y_max=2;7 p4 l6 I8 T {% y# Q0 X2 N
P+ Z T+ T, x3 x9 s' B
gbest_x=pop(1,1);
5 Q* r3 w( s) Q- s4 Z2 w6 I Wgbest_y=pop(1,2);
9 Q& n% j$ n2 `' Osubplot(1,2,1);2 p" k& t* C5 K, y6 E5 |
for i=1:popsize) h! v! ]% G6 ~+ w
plot(pop(i,1),pop(i,2),'b*');: h7 T* ]; W0 I: a! [5 F. @
hold on;$ M% P' Y# f- d( A5 E* [
end; ^2 u# Q9 c* i8 z+ N" }
' F) W) `$ G. c, Vplot(gbest_x,gbest_y,'r.','markersize',20);axis([-2,2,-2,2])
+ T# A3 c5 |2 E( W( b% ^hold off;; n# V/ V4 x a2 }8 Z9 x6 E1 w, b. c
subplot(1,2,2);
7 B# `( D: E; xaxis([0,gen,-0.00005,0.00005]);
3 K! G& K" @9 D& L6 d( Y& Y
) z) i* |5 v8 f8 C2 Z M& w# cif exetime-1>0
# K4 c/ U# j% P0 y$ t* J& `* ` line([exetime-1,exetime],[best_in_history(exetime-1),best_fitness]);
% @& u8 o# n) X0 V hold on;& u {0 J- T: o
end
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for i=1:popsize2 \+ k0 W/ |$ ]+ s5 t
pop(i,3)=rand()*pop(i,3)+c1*rand()*(pop(i,5)-pop(i,1))+c2*rand()*(gbest_x-pop(i,1));# w2 O0 O* k" q
pop(i,4)=rand()*pop(i,4)+c1*rand()*(pop(i,6)-pop(i,2))+c2*rand()*(gbest_x-pop(i,2));
4 T" |0 {3 F2 X4 G3 R& {
4 V: m. X; E6 x" R' o if abs(pop(i,3))>max_velocity! a' t% K1 i" }: K
if pop(i,3)>0; M0 V. a% O! X: K
pop(i,3)=max_velocity;
; \: U' X( y: l else
/ O( `9 `5 W0 |/ l$ E* c5 k j6 k pop(i,3)=-max_velocity;
9 v, ?3 i& Z% M: {2 B) | end
! f8 J f) D# h; H- W2 j4 u4 U: V end
2 R* @$ Z! Q+ ~0 U6 ~+ G6 F if abs(pop(i,4))>max_velocity
! b1 v# `( U3 X( ^/ F if pop(i,4)>0
: r2 Y* r: J# c* O" ] pop(i,4)=max_velocity;
/ W! f/ d4 D6 M, G' } else
: F/ w$ }8 U0 k0 W. g* w: I% p, _ pop(i,4)=-max_velocity;" I ~: J3 D/ p5 b% Z, k
end2 N- N% j; P# v' X4 N) D: H3 z
end7 h$ p: _* \0 l9 }9 a B; ~
end
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' J1 c) q! J# D. N! G4 G! l+ sfor i=1:popsize# F5 p- \9 X3 Z
pop(i,1)=pop(i,1)+pop(i,3);
3 D- s% M. `/ x: f pop(i,2)=pop(i,2)+pop(i,4);( c' K, ^1 J4 K1 v' z8 W
end1 @0 F7 ?) D" `% h( \' E
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这是我的程序,但是运行结果老是出现:如下图: C1 ~( i; I/ b/ n4 H) V
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zan
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