标题: 谁能帮我看看这个 pso程序错在哪里了,我是按照正确代码一点一点编的呀,求大师指导啊 [打印本页] 作者: 瞿培华 时间: 2012-2-18 17:24 标题: 谁能帮我看看这个 pso程序错在哪里了,我是按照正确代码一点一点编的呀,求大师指导啊 本帖最后由 瞿培华 于 2012-2-18 17:26 编辑 2 I2 X/ ^. j+ c7 v* _# c5 { m- G/ m ]% V
global pop; %种群/ D/ O& _0 i/ z+ r* H. L$ h! l1 {
global c1; %个体最优导向系数 p& t T0 l+ V1 {! Q6 G/ g2 e
global c2; %全局最优导向系数 - i; J" y2 ~' x, O! U5 x2 \ r8 Mglobal gbest_x; %全局最优解x轴坐标; {/ n6 M" e$ t
global gbest_y; %全局最优解y轴坐标 - w6 L" d3 y7 h0 Aglobal best_fitness; %最优解: _8 N Z# ^$ Q6 V% u
global best_in_history; %最优解变化轨迹5 K' B$ W3 a7 v
global x_min; %x的下限 . q$ ^0 E3 }+ aglobal x_max; %x的上限3 M. ?5 {- {7 g0 \
global y_min; %y的下限 ( B2 V3 N! A1 m% `3 c, L- i' hglobal y_max; %y的上限$ v0 ?$ }+ K& u0 V/ a: e
global gen; %迭代次数% f3 w, `# F4 e3 ~0 d
global exetime; %当前迭代次数 . N6 d& Z! Y+ ?- i) [6 b! \global max_velocity; %最大速度 , r5 h/ p* \: o8 c2 s% [. r: v. D+ K" ^ 6 N6 ?& ~5 V. {; }- A, ^, Oinnitial; %初始化; s' X% n5 `, ]7 P n; x/ M
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for exetime=1:gen) g$ g) m7 r2 c5 Y- V
outputdata; %实时输出结果% U' M& ?4 }9 h- m2 v- M
adapting; %计算适应值3 X9 _! V- P7 N6 M% b* w
errorcompute(); %计算当前种群适值标准差 2 K, e+ g5 r7 r/ U4 o9 h* O( x' h8 l0 L updatepop; %更新粒子位置 O4 e' p' ~ z pause(0.01); 8 q# t. X! F2 s+ v) W: Pend " t5 }7 A# G( V # } a4 S% a& \/ R! ?& O# {0 h1 y! Pclear i; 1 M+ u. L K" C4 c. k8 ?5 b+ @clear exetime; _: o( B' k: i
clear x_max;( Z) R3 m/ V0 F- q2 H
clear x_min;' D; K. V: o1 T5 m7 \7 N
clear y_min; # U# x6 a& p- R) L; t2 Q# Jclear y_max; 2 \# T" s. d m1 ] 2 E0 @, ?6 ?! t# ^) K6 x Y: L. y; X0 }" w
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for i=1:popsize + P6 w1 a% U# D- k, \. B7 ?( A pop(i,8)=100*(pop(i,1)^2-pop(i,2)^2+(1-pop(i,1))^2); ( P# r7 d; P9 o if pop(i,7)>pop(i,8) ! Z" B2 W* p" j pop(i,7)=pop(i,8); & g: E* D6 U$ K pop(i,5:6)=pop(i,1:2); 6 E& @; o" y* }+ \% I' W end5 b4 l$ e& ~8 P0 t/ |% n/ z
end |4 b( w* O) M a8 R; Hif best_fitness>min(pop(:,7)) ~, K. `8 c' g' l
best_fitness=min(pop(:,7));# h6 J6 c' K) M. S
gbest_x=pop(find(pop(:,7)==min(pop(:,7))),1); # H1 F4 z1 K e6 A gbest_y=pop(find(pop(:,7)==min(pop(:,7))),2); / ^$ h2 ~. ^7 n! N7 O* xend5 j* A- ~/ }* y N4 V; H+ R! {1 F, \
best_in_history(exetime)=best_fitness;" a# _+ A: T3 H+ Q
gen=100;7 R) q% N0 r ] d
popsize=30;1 J/ p( u' f0 t5 i- G' A' b! u
best_in_history(gen)=inf; . M3 [: F: J! F! ~- ?/ D& Hbest_in_history(: )=inf; * m" V- f& x8 {max_velocity=0.3;8 f- L1 i5 |$ }$ I9 y0 n
best_fitness=inf; 1 t. s) W% Q; f8 T) G& y) l3 W2 E; ]; ~$ \* a: O
pop(popsize,8)=0;) U3 a1 T) v6 V4 d
for i=1:popsize8 q1 C3 T" A8 {8 B! x
pop(i,1)=4*rand()-2; 6 r0 g! k5 i. C, b" r* S9 T pop(i,2)=4*rand()-2;! ?0 r2 _6 R% @% U+ @3 _' H* K, |
pop(i,5)=pop(i,1);5 e2 B/ `8 W' }0 e" P
pop(i,6)=pop(i,2);( j. [, ~- z2 U# d ?9 ~6 c2 i
pop(i,3)=rand()*0.02-0.01;8 h! B2 L- Y. J, P
pop(i,4)=rand()*0.02-0.01; 5 w- j8 [) c% V( X* X" V pop(i,7)=inf;- D+ Y6 t2 f9 t. j8 M
pop(i,8)=inf; , u* s% T9 H5 g& N3 o. O7 aend / d4 O* `5 o( j- f$ P 0 }" `! E5 |. [( I' H' w6 mc1=2; ' N2 _2 l4 k5 M+ [c2=2; 6 W, D- s( k5 m$ vx_min=-2; 4 I5 v# i9 U$ v9 D X) yy_min=-2; / K$ p8 B( J& R% x( }( t2 p; k2 Wx_max=2;" {7 L1 a S! Z+ ?5 A+ }8 O
y_max=2; 7 |( N8 I5 i( y+ P4 L+ [6 c L, [1 j" M5 o$ L# l5 p; w, @$ \
gbest_x=pop(1,1);+ A: B5 \4 q! P2 P+ `- @2 P
gbest_y=pop(1,2); $ v! O2 @( A1 A: w! Zsubplot(1,2,1); % s3 X! u: s; w% E0 p% S# ofor i=1:popsize+ T( R4 i( ?0 k+ o! a/ H
plot(pop(i,1),pop(i,2),'b*');7 J1 _# j( w8 O6 R% H+ Y) K
hold on; ( ~( x' `# O9 D' Zend : y# m) w Z# u9 `3 o0 D9 k! l2 J$ y - E! t) g( Y+ _/ Q8 Lplot(gbest_x,gbest_y,'r.','markersize',20);axis([-2,2,-2,2])$ ^& w, @5 M4 }0 P/ z0 \, ^4 t8 }
hold off;6 J& {2 l7 B7 `% U
subplot(1,2,2); ( I j- B% [: ?, gaxis([0,gen,-0.00005,0.00005]);. {# r+ P' X* w% K _+ F
* L O R7 \! R+ V$ mif exetime-1>0 # ^; v7 E2 e, n5 C: H: r line([exetime-1,exetime],[best_in_history(exetime-1),best_fitness]);) f8 d3 b" S& u' |
hold on; 5 r: [8 F. M/ Z0 V f Iend6 F7 }, J6 M( | }/ Q, ^
- N- J! `6 H8 |% yfor i=1:popsize; C7 W5 j1 A/ C+ M* M% S
pop(i,3)=rand()*pop(i,3)+c1*rand()*(pop(i,5)-pop(i,1))+c2*rand()*(gbest_x-pop(i,1));% j0 H3 \' E$ h
pop(i,4)=rand()*pop(i,4)+c1*rand()*(pop(i,6)-pop(i,2))+c2*rand()*(gbest_x-pop(i,2));' I1 l6 s4 p0 r! v3 Z1 Z* ~
# P7 `* Z# S9 v3 f6 I1 m
if abs(pop(i,3))>max_velocity2 k$ N* p2 R* T/ ?3 L) M: ]# m0 ~
if pop(i,3)>0 0 _1 f: X# \) Y% T pop(i,3)=max_velocity;# p9 T+ L( O1 o) J! f% J
else 9 |* x. }) c/ W4 A, X$ W% m8 b pop(i,3)=-max_velocity;9 X' R V0 e; L! L0 q* x
end A. }/ y1 K2 n6 g! \+ ]# x end 5 O& C! _# T" o% R: u1 Q+ ] if abs(pop(i,4))>max_velocity ; i8 f M; u% [. R& h! z/ C6 @ if pop(i,4)>0 ' L8 |9 m- p1 G9 U4 A( k- U pop(i,4)=max_velocity; 0 m/ I) P3 A1 i% N/ Q$ J0 x2 j else & m/ N) ]; c2 S pop(i,4)=-max_velocity;; i: `, O( t) r8 [
end & n: ` H. y0 r& o" `% q3 A, P% Y end / q: r& ]/ Z. Q! P# `/ b$ m8 Mend6 Q# F# u6 n8 [) A0 M5 [8 B, B+ N