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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
# G) E* {+ ^( ]! }. Gglobal c1; %个体最优导向系数8 f; X3 b4 w; ^. b; l( d/ M
global c2; %全局最优导向系数/ R R8 g$ T, B& H1 c2 O: H8 n
global gbest_x; %全局最优解x轴坐标( W0 V* e1 u; c- m" W; Y! b
global gbest_y; %全局最优解y轴坐标
( v0 q) p) f& B9 s8 c9 iglobal best_fitness; %最优解6 ~* L9 p- `. L5 D3 O- G
global best_in_history; %最优解变化轨迹7 K2 C1 F2 u8 k+ M% r
global x_min; %x的下限
1 z T' H. s1 o4 P! n/ mglobal x_max; %x的上限
- I! b0 \# H' K2 K6 K. mglobal y_min; %y的下限' T* o+ N1 c! `; V% ]( @
global y_max; %y的上限: J( H- ]4 U5 ^' T4 F$ K
global gen; %迭代次数7 u& v, S+ A# K/ x$ E# H: i
global exetime; %当前迭代次数- l) y: ~& h+ b8 `7 q7 {
global max_velocity; %最大速度/ u( K6 F7 x2 A
# j( Z0 w1 |9 _8 N
innitial; %初始化
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for exetime=1:gen
0 Q+ o( a4 I8 H2 S0 l9 y1 x4 c outputdata; %实时输出结果! x1 ~& A3 f$ o& t. ^
adapting; %计算适应值+ X+ `" {5 A; `6 w' p. m6 d2 L
errorcompute(); %计算当前种群适值标准差
& ^' a) [0 L' D$ G updatepop; %更新粒子位置
( k. W3 {- [2 y pause(0.01);
& M# p5 R# N# P/ X5 J Hend# _) f' M6 ]: k9 _, o* M3 r' c& t
: ?7 S- N K* O3 k2 e+ F8 I5 I/ Eclear i;3 F3 W! J* b! a
clear exetime;/ t) P) j6 L- V y
clear x_max;
3 n; L) L, j2 L6 X5 Aclear x_min;
8 P i/ C, U+ `; I7 Y: ]' V" wclear y_min;- {8 y' O4 ~1 F+ w/ m" w8 A
clear y_max;
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9 Z! X* O/ H$ C! v( Wfor i=1:popsize
/ ]% D8 W! D" j9 `7 e3 m5 M: o- | pop(i,8)=100*(pop(i,1)^2-pop(i,2)^2+(1-pop(i,1))^2);
" x6 x7 C5 Q# o/ C0 _ if pop(i,7)>pop(i,8)7 |) k9 @$ x- T" Z
pop(i,7)=pop(i,8);4 {7 X) f" @) E, M% Q, e
pop(i,5:6)=pop(i,1:2);
, F5 ]9 }, x- q; J3 g" { H end7 A) x( N) w: m- W- g' N
end
1 y" q9 Z) z. O- X" c( H) M pif best_fitness>min(pop(:,7))
" X" A( z: f% W/ j# F7 S+ F3 h! J best_fitness=min(pop(:,7));1 n' K6 L# L6 s1 e
gbest_x=pop(find(pop(:,7)==min(pop(:,7))),1);
# V R L, C' A9 @( @+ N6 M; q gbest_y=pop(find(pop(:,7)==min(pop(:,7))),2);9 k. w6 J9 w" t. n/ \
end* L) m% l1 B+ Q8 l8 O- C
best_in_history(exetime)=best_fitness;) R: u3 V" c4 E% {" H% F* x. @
gen=100;
+ F' j) r9 w) n" N: b: {popsize=30;
# z j% \+ r" b$ g. x7 Cbest_in_history(gen)=inf;
) e" x# S5 X1 e _: U9 f) G; l2 bbest_in_history(: )=inf;
+ i0 B; z: O9 [3 D/ |6 mmax_velocity=0.3;
3 a4 u2 V& d0 x' y$ F7 Q+ @best_fitness=inf;
% \$ Q" o* G; @1 A. j) B- A% g7 m* c' V" S0 _
pop(popsize,8)=0;
. }! Y! Q/ Z5 |+ X Q1 ofor i=1:popsize
+ e& B$ j9 [6 F) ^& F3 \" g1 u pop(i,1)=4*rand()-2;
& x% P5 g1 c. S/ v: O' |/ Z$ f9 O pop(i,2)=4*rand()-2;
! J3 q }, l3 b6 R7 J pop(i,5)=pop(i,1);1 G" d) i0 x; n$ e+ }" u& T- z
pop(i,6)=pop(i,2);; C+ O J: x, c( E2 ^+ `- T- t& t' {
pop(i,3)=rand()*0.02-0.01;# S j" [7 G: h8 }
pop(i,4)=rand()*0.02-0.01;
* G( Y4 S0 A6 C& w+ Z9 _5 y pop(i,7)=inf;& R$ C$ T5 F/ O. Q2 p
pop(i,8)=inf;% K' x8 p$ c, P! i( |/ b& _/ I
end
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. P# \ n, z* v" z) H9 q; n- Nc1=2;
$ t% N; i6 v C% I# uc2=2;8 x! u5 h# k, M) O# `0 E/ N
x_min=-2;: X: J7 O1 I4 V3 V. J
y_min=-2;( o/ w& @0 I5 R% I4 b
x_max=2;( A# U' k# w) ]+ o
y_max=2;9 @4 ~) n: Y h8 S; O* S& e
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gbest_x=pop(1,1);
) R! x7 _! D/ q6 B( Ngbest_y=pop(1,2);: u6 z ?; u$ X: o" j; h
subplot(1,2,1);# b+ s7 {& ]' {+ s
for i=1:popsize4 T1 ~) K9 C4 ^0 v, g. g$ Z
plot(pop(i,1),pop(i,2),'b*');
6 K- c2 E5 @2 E hold on;
7 ]4 y y/ E1 N6 Z3 _end
; d/ o' z2 \" g, Q3 J
8 M( }6 C4 d- K7 rplot(gbest_x,gbest_y,'r.','markersize',20);axis([-2,2,-2,2])( l3 v' G3 M6 q( r) S' W& h9 ^( y
hold off;
: z# e- q& u- F4 ? xsubplot(1,2,2);
" _7 a$ [3 X2 N( G' Daxis([0,gen,-0.00005,0.00005]);
( X# h, }) ]* Z6 e0 \2 z
$ m& M+ {6 y! t. b4 Rif exetime-1>0* ^# Z+ N& p, H7 R& |
line([exetime-1,exetime],[best_in_history(exetime-1),best_fitness]);
4 V) z% t3 N$ `! N: K7 ^/ z hold on;+ B# |" e$ ~) P1 s, w
end9 J& C! i [: x" n! V
5 x% h$ l3 _& W4 s( Q0 c2 M4 ifor i=1:popsize$ ~/ w/ v, S* j% s
pop(i,3)=rand()*pop(i,3)+c1*rand()*(pop(i,5)-pop(i,1))+c2*rand()*(gbest_x-pop(i,1));
! Z2 L% ?3 l- l$ d0 ?2 ? pop(i,4)=rand()*pop(i,4)+c1*rand()*(pop(i,6)-pop(i,2))+c2*rand()*(gbest_x-pop(i,2));/ S3 t6 L8 a4 {, q. o
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if abs(pop(i,3))>max_velocity, Z) I, C8 \8 r9 G+ o
if pop(i,3)>01 X) ?' D B& r8 p4 j/ ~ ^
pop(i,3)=max_velocity;
8 V' M. n$ D: F& d. e9 H5 p4 H else
( k) n+ J- Q, n G, x6 C! h pop(i,3)=-max_velocity;
, O3 C! Q+ a; o+ _$ q0 Q end* J/ J8 f5 v1 ~+ y% k. r; w
end$ n+ J' l, k S+ E
if abs(pop(i,4))>max_velocity
1 c3 [, \' a/ j8 S4 F% X! T3 F% \ if pop(i,4)>0( U4 Z( F( u# ^: w' O3 v
pop(i,4)=max_velocity;$ a; _6 r- ~3 w3 \' j) D$ m2 a
else( q6 t2 b4 T/ L7 v( E+ P; R
pop(i,4)=-max_velocity;
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end
6 N# K. T0 s- z# {$ xend, \. U4 n8 j1 q( N+ Z! q/ v2 ^
: H/ x% K+ ]& G" G; {4 Y C hfor i=1:popsize" k! f: h$ ]7 V# s6 e% B! f4 K
pop(i,1)=pop(i,1)+pop(i,3);
' b4 {% x( p0 s- V' k pop(i,2)=pop(i,2)+pop(i,4);( Y! m" j! y0 o2 m. Y
end& q3 O: ?, b+ C$ X1 b
5 D' W/ h. _3 ~这是我的程序,但是运行结果老是出现:如下图
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zan
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