本帖最后由 瞿培华 于 2012-2-18 17:26 编辑 2 y) Z' v8 [ m7 q3 Q2 X" p# R
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global pop; %种群 5 e! ?% y/ n* pglobal c1; %个体最优导向系数 / m$ b- {7 Z. \! Z' |* q% a- |4 cglobal c2; %全局最优导向系数9 J1 [6 u7 j# {1 {( s
global gbest_x; %全局最优解x轴坐标 & B5 G# b& b+ F$ F4 Aglobal gbest_y; %全局最优解y轴坐标; D2 F$ B' b2 R* u! I
global best_fitness; %最优解, @$ U. s6 |# M8 @1 {- \% o6 ^6 G# |& ?* _
global best_in_history; %最优解变化轨迹4 g+ J6 h, E3 Y
global x_min; %x的下限9 g6 Z$ m# z, u$ _$ r9 l
global x_max; %x的上限 4 D$ o9 O5 S( \4 _global y_min; %y的下限, W6 ]7 o; y; ^3 |! _) `9 X3 @
global y_max; %y的上限# Q+ F5 o8 b/ @' P" |: u* Y
global gen; %迭代次数 : j5 k& I) y. C+ F( ~- m# Y( iglobal exetime; %当前迭代次数" v) q! ~6 v9 J! K2 S d; g
global max_velocity; %最大速度! o) ?2 A! @3 a3 z
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innitial; %初始化 & J- @0 ~: {4 H R$ z" A5 h4 M2 s8 t
for exetime=1:gen8 i, S- O9 \1 m8 O; E+ x
outputdata; %实时输出结果 : r |! y- a9 S( i4 J adapting; %计算适应值 2 A; \; P* y! y6 k) V errorcompute(); %计算当前种群适值标准差 ) B) E5 r& h R7 R" t7 L( { updatepop; %更新粒子位置 - P% \- }! k3 n8 ~% J9 D pause(0.01);) \! x: x6 w/ ~
end2 P; M% @$ i* E9 X) p
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clear i; # y) W8 g% |# Wclear exetime;1 ~& \ K; ~. B, @$ Q
clear x_max;/ z4 F: j6 X+ [( {+ G" v
clear x_min;6 j/ h# C7 R0 ~; X
clear y_min;% k, k: ?; P2 L1 L3 x+ F
clear y_max; 7 J: e% B* G- \7 t" H 4 K# Z! X& D @) N0 M6 c8 M$ E p M& ^3 Y0 o5 [7 @" h) X6 f; y$ X7 c
for i=1:popsize j# [* x0 A, U' l5 E6 _( N pop(i,8)=100*(pop(i,1)^2-pop(i,2)^2+(1-pop(i,1))^2); 6 P( d! s5 y* O2 B if pop(i,7)>pop(i,8) % B6 |3 M, G$ g7 X+ d* o( F pop(i,7)=pop(i,8);6 G1 ^' a+ C$ z
pop(i,5:6)=pop(i,1:2); + T+ ?- b+ h( C end* x+ n) \! {+ `
end 5 Y! M+ M- E6 F1 A$ Bif best_fitness>min(pop(:,7)) ( |9 L* ?; i3 a: G; B best_fitness=min(pop(:,7)); 9 d6 l& C! C8 Z1 b3 j1 K: s7 `$ T gbest_x=pop(find(pop(:,7)==min(pop(:,7))),1);8 ?; r: I' R2 M0 J. S" T, q
gbest_y=pop(find(pop(:,7)==min(pop(:,7))),2);/ N: F' J8 i) M
end " B% s) K& u# E6 \best_in_history(exetime)=best_fitness; 1 c% D" E3 i D( ^8 h" ?! p: g0 dgen=100; ' _) P. b6 \$ r) d8 jpopsize=30;- U( Z5 s5 U K! N8 B, I+ k0 K
best_in_history(gen)=inf; : Z$ p: _6 M% D' hbest_in_history(: )=inf; % @' ?9 b! D9 e. R3 Lmax_velocity=0.3;. [# @! R* {5 }' t1 [9 U& \
best_fitness=inf;& X4 `* M5 Z9 ?: M
1 u! D6 i* v+ hpop(popsize,8)=0;+ H! ?4 |, u( {1 n2 K
for i=1:popsize ( g7 ?0 C, o8 j) n pop(i,1)=4*rand()-2; , y$ k" O4 K# v5 y pop(i,2)=4*rand()-2;2 Z; o. f: f, n* z! b
pop(i,5)=pop(i,1);/ W1 {2 }2 j3 p( U6 t- B. X( m
pop(i,6)=pop(i,2); 0 S; B8 h' j9 A+ a9 J: I# F9 u0 U pop(i,3)=rand()*0.02-0.01; - o4 k- P9 ?/ X1 [! M( O7 ?3 R) A pop(i,4)=rand()*0.02-0.01; ; H, V# m7 w6 ?+ j pop(i,7)=inf; 4 t8 R/ S* M9 c0 ^1 b' P pop(i,8)=inf; ; N0 D# @' r( w& e4 c7 w/ s% H& bend- a0 V4 p3 A6 m' v6 Y- d
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c1=2; . ^& f" y; J- @& M: x$ h- x; T" dc2=2; - P' N& j7 J+ X8 Ix_min=-2;/ R: u9 o$ |- G; x) e' K( P
y_min=-2; 6 u1 g9 j, m! f+ k* B6 Mx_max=2; 2 M" X6 d: W) O/ ^1 Q; f2 b3 Yy_max=2; 0 ?" ]. t% p) Z( E. h 2 b7 J6 \) A1 @( ^! u# X4 ~# T( Ogbest_x=pop(1,1);, H$ M1 p8 N4 i F. j0 q
gbest_y=pop(1,2); + F0 P6 s7 S" `' ^5 C$ `9 x& Fsubplot(1,2,1); 9 |) V, @* C5 y' }: t( E& R" tfor i=1:popsize : T( E+ Y+ Z( c6 u" J. z plot(pop(i,1),pop(i,2),'b*');' ?; I8 t0 Y L) ~, h+ }( N
hold on; 6 y5 i! V* N3 z3 ~+ c" h7 G- { Yend 1 {5 B' q) f( [8 C& c5 _6 f1 a" H! m6 }
plot(gbest_x,gbest_y,'r.','markersize',20);axis([-2,2,-2,2]) ; I" u7 {( j( J5 D% G1 s* `; t' Qhold off; 7 V2 V. m# L: Y- u* Msubplot(1,2,2);& V: w1 y* r) b. |
axis([0,gen,-0.00005,0.00005]); % u& r L9 y$ X5 @6 y1 ]& j6 `$ r I2 f8 ~7 z
if exetime-1>08 T m7 b0 \9 ]- X" Z4 z
line([exetime-1,exetime],[best_in_history(exetime-1),best_fitness]); 7 X2 Z" l$ Z6 o" t3 g1 X7 u hold on;" n; z: j- \; ~2 g
end% W7 k# @$ h# _( x
. s8 n' o, B7 `for i=1:popsize 7 U, C8 b$ B3 ]: u2 {5 o t7 f pop(i,3)=rand()*pop(i,3)+c1*rand()*(pop(i,5)-pop(i,1))+c2*rand()*(gbest_x-pop(i,1)); 5 D. x7 V ]) |3 w( C pop(i,4)=rand()*pop(i,4)+c1*rand()*(pop(i,6)-pop(i,2))+c2*rand()*(gbest_x-pop(i,2)); * ?+ x8 ]( n' S+ V 8 N4 c' [, ?* O$ G4 G6 p2 K) k if abs(pop(i,3))>max_velocity! C7 o: C5 B7 ?6 e
if pop(i,3)>0 : w- T: f9 o* l( t8 n pop(i,3)=max_velocity; 8 _- f( @/ X# M$ G( a else ! S5 H+ j! |8 C9 D pop(i,3)=-max_velocity;$ T+ P5 l* c3 ?1 ^6 A) H( M: h
end9 M. D& O$ ]1 o# X3 v. B% d0 F
end' a, M m- b- B, {2 M
if abs(pop(i,4))>max_velocity7 {. o* J v" ?3 `* n
if pop(i,4)>0: b' N2 T: v& @2 ^
pop(i,4)=max_velocity;/ S' U" A) ~* ~
else 5 b) `! i/ A( {" `/ _: N pop(i,4)=-max_velocity;' r7 E) N( d$ A+ r
end 1 I2 ]8 h+ R% b |- z$ \$ x end , _; M& ]0 [/ M4 W9 l. Xend 9 y, z) I: R+ p- s. i/ Q) K $ `% R ^: I8 z7 v
for i=1:popsize( o9 A! N$ N$ {) E! g2 t
pop(i,1)=pop(i,1)+pop(i,3); 9 {; D. f' ?6 C; u3 `' W pop(i,2)=pop(i,2)+pop(i,4);% t- E4 d2 Z' b, c" u, M/ |; b, K
end & u& A8 R! J3 |' @& Z% D4 I# _3 F" v( ]- G8 @7 r
这是我的程序,但是运行结果老是出现:如下图 j* Q Z Y" t& b