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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 # w3 C% o1 g1 j2 ^! A& Y9 D% l
% C9 e+ i* F, p Y/ B: G2 `# nglobal pop; %种群
1 r$ S2 T `# y' z Jglobal c1; %个体最优导向系数
5 K3 X" ?2 N6 _1 R8 T; dglobal c2; %全局最优导向系数9 N8 M9 r3 u2 Z1 y+ y& S
global gbest_x; %全局最优解x轴坐标7 K( C9 I$ `' k
global gbest_y; %全局最优解y轴坐标
8 ?, R$ T) b9 m2 b$ } \global best_fitness; %最优解
3 G# q. j2 [/ rglobal best_in_history; %最优解变化轨迹: J( t2 v9 M" u0 W# s+ \
global x_min; %x的下限! x. N, C- u- {5 f; R( L5 ]
global x_max; %x的上限 e8 K7 h! Z% T
global y_min; %y的下限& D+ q, v. F! ~( ] M2 u
global y_max; %y的上限
( C0 e$ W" J, b/ y) e# h0 r3 `7 tglobal gen; %迭代次数 ~& I0 B7 q0 A( E# X1 S7 S4 b9 ]
global exetime; %当前迭代次数& v! R* E2 s* O' V4 W, V
global max_velocity; %最大速度
, O4 y Q1 g; s) M! Z2 e( u4 E( o! w3 @3 N% j
innitial; %初始化
9 ]- m* p4 j& s5 u+ l4 a7 Q, S5 h2 A
for exetime=1:gen
1 {* ^( }2 S- h) Q outputdata; %实时输出结果
9 n9 K o" H6 K. O adapting; %计算适应值
& u' p0 q7 Q- N errorcompute(); %计算当前种群适值标准差
0 P+ k* u7 K0 T5 T/ K updatepop; %更新粒子位置
3 f( ?$ _+ S( A+ `. r; l/ { pause(0.01);
$ n3 b1 p5 x4 ^2 ~- |: m. I% }% gend
5 c. [2 b- q, _4 j2 \7 V9 B! j0 T/ Z l" M
clear i;
: J$ a; W) V% [/ u c& o' i" L6 n' bclear exetime;; O1 P! N4 M V& \/ ^
clear x_max;
! n- t W1 w6 o4 L( j* l ~clear x_min;# O/ Z J2 F |9 H" Z
clear y_min;* b& M+ b# I: e
clear y_max;
& p( n+ i; V4 @% R( T4 ?+ [) x* U( }( l" Y8 v# y
) {7 x% Q0 n7 ~+ s0 Y
7 _$ k5 J% B, z% O) @% y Q+ xfor i=1:popsize3 h" Z3 S) g7 C
pop(i,8)=100*(pop(i,1)^2-pop(i,2)^2+(1-pop(i,1))^2);
6 \/ s4 L9 ?. |- ]9 v$ N' A! f if pop(i,7)>pop(i,8) i+ i* ^9 Q( t( T. y7 n
pop(i,7)=pop(i,8);9 J3 z9 k9 W, T7 ^3 k% p4 o' T
pop(i,5:6)=pop(i,1:2);
% `' Z; n1 f# k& t) q* w0 _ end/ e% J- o. N$ u: N% v V
end
4 q( f Q" c+ O6 b: {( t3 pif best_fitness>min(pop(:,7))
1 C0 G6 r. F" I best_fitness=min(pop(:,7));
% ?' e! h* Z' _1 Q( Y gbest_x=pop(find(pop(:,7)==min(pop(:,7))),1);
: q- R0 s4 |% _. y! \% W" A- A gbest_y=pop(find(pop(:,7)==min(pop(:,7))),2);
) E V. T: r# e9 q( m' Fend+ _! I! n: }+ h: R! T% T
best_in_history(exetime)=best_fitness;3 I* c; ~$ @. d! B+ e5 n) D
gen=100;' D0 e, ^" z+ T$ Z0 W2 Y# h$ `* ` ?
popsize=30;
/ E! e7 [. k9 p, W/ L4 ?: h0 ]best_in_history(gen)=inf;
# O$ _: I8 q. ?8 dbest_in_history(: )=inf;% Y* N5 T3 D3 B' t
max_velocity=0.3;
. q( n6 ^" Q9 f$ q* [best_fitness=inf;
: [ w8 f" d2 K, r. J3 i
- _- E' d9 o9 `' A: c5 ?pop(popsize,8)=0;
2 e7 P" v7 Y6 mfor i=1:popsize
# p9 I, e1 |0 ~7 S+ J( c+ I pop(i,1)=4*rand()-2;
- D" @. ~ w3 C4 H5 p1 _ pop(i,2)=4*rand()-2;
9 M/ X/ ~" b) D8 {; T pop(i,5)=pop(i,1);
( J5 p3 |3 x" ~) ^, {5 F pop(i,6)=pop(i,2);* |# |0 }! R! z+ s( L) O* T% W. d, c
pop(i,3)=rand()*0.02-0.01;; n1 N) f8 M3 D: [1 O# A. j
pop(i,4)=rand()*0.02-0.01;
2 e% k. X4 z6 i* R8 V+ _ pop(i,7)=inf;3 ^9 f) h8 Z, q" d: C
pop(i,8)=inf;
" ? }4 V/ Z6 T! H3 L' qend) R' J: n5 P$ h8 Q
6 [; K) C. @% T- }- U2 |c1=2;
, a& T8 U. P' R7 i' C/ [c2=2;: H0 t& a% m0 }( w
x_min=-2;8 b7 X& Y3 B( i2 H9 r
y_min=-2;
; P. d6 J( a8 M. @% m6 ux_max=2;% @& K2 Y7 `1 C+ a0 `; Q) @
y_max=2;1 a' t& h- j: m# [3 Z0 f( U" E& L. F
; R: A" }* e: a9 R) lgbest_x=pop(1,1);
8 f y5 L8 x6 [) B) jgbest_y=pop(1,2);
7 ]1 `. Y: d" [( ysubplot(1,2,1);
8 ^# L1 V% r O+ _for i=1:popsize1 W# [$ p- p6 n) `( o
plot(pop(i,1),pop(i,2),'b*');
0 `$ {; s; q" F Y9 U6 t hold on;
0 x I2 _( e6 P- Z/ V" }/ l# Q5 O( Gend9 t1 |% G) y/ x
/ L, K6 R ?: v4 ]1 Qplot(gbest_x,gbest_y,'r.','markersize',20);axis([-2,2,-2,2])" r& C# W* X0 K: H
hold off;
% F6 O7 b4 U; i" _3 Ysubplot(1,2,2);' a* y4 X( O% i$ W8 x' X/ H3 s
axis([0,gen,-0.00005,0.00005]);
+ G' `% O& n0 o' @# O) n# b6 B% S6 ?# }( X( {0 m$ I3 S+ |
if exetime-1>05 v3 A6 u2 `9 l4 k f
line([exetime-1,exetime],[best_in_history(exetime-1),best_fitness]);
8 K. z+ \' d8 N, p- J2 } hold on;
) ?& J+ t* K9 P# ?) I8 i) xend' ]- f- g7 C! {5 h3 k
# [, r. h8 [, W& {5 E; |9 m! p7 ofor i=1:popsize2 p) m/ T+ _1 S( _
pop(i,3)=rand()*pop(i,3)+c1*rand()*(pop(i,5)-pop(i,1))+c2*rand()*(gbest_x-pop(i,1));
. W. C0 F" E. j' K+ Q+ p pop(i,4)=rand()*pop(i,4)+c1*rand()*(pop(i,6)-pop(i,2))+c2*rand()*(gbest_x-pop(i,2));: f3 }# {$ e' D% Y# m
& k; t" r0 ] m( ^0 ?0 S' L
if abs(pop(i,3))>max_velocity
# W9 T" Y4 d9 b if pop(i,3)>0
; U- O2 i/ K, S9 a pop(i,3)=max_velocity;$ Y7 l6 z6 A: p) L
else
8 ^& m5 E8 s0 t pop(i,3)=-max_velocity;! \: r; w$ U9 c, b E
end
0 g4 \* p2 `6 V: i5 f6 ^# A- g2 z end3 T1 O' H2 i/ N: `, H W
if abs(pop(i,4))>max_velocity: a1 Q7 w2 T* Z4 u/ A Q9 S
if pop(i,4)>0
& {7 R% G) R% M5 @0 x pop(i,4)=max_velocity;
7 B; v1 J- p0 z4 D; x1 k4 ~! i6 D else
: P! D5 o% v3 }9 A5 @. k1 T pop(i,4)=-max_velocity;% \4 `. u5 R+ C% M* F
end+ S+ U- Y7 r# S1 J' m! {
end
% T1 R8 a: f0 }) S3 E' Z( Hend+ ^+ I7 d H) H, R/ V3 \
7 a7 w7 C7 M; W& m& G1 z$ r6 O& afor i=1:popsize
! _! }$ W4 u! t/ _/ ` pop(i,1)=pop(i,1)+pop(i,3);
, c9 j* I2 Z6 E% i% g0 w5 J pop(i,2)=pop(i,2)+pop(i,4);
3 M% P8 n. @' }1 m+ {end
- ^7 A: X% F$ i& o
0 `& M. s, Q8 _5 [) G这是我的程序,但是运行结果老是出现:如下图7 Q! k! z ~; g2 Z$ V* M. G1 o
* ~7 d* n) z$ A* \6 @) M: I  2 ]& Q3 Z3 g/ @6 |* |& N$ t
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