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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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+ T- D6 t8 ]% b. Eglobal pop; %种群
7 P2 S- M: O- P: sglobal c1; %个体最优导向系数
5 V& B9 O: n+ O/ ^+ Qglobal c2; %全局最优导向系数
9 H Y' o. X. z% l+ bglobal gbest_x; %全局最优解x轴坐标8 C& J& o+ N. g) I
global gbest_y; %全局最优解y轴坐标# N+ B7 w! c# |, A5 g
global best_fitness; %最优解
2 o) b0 u- ]7 aglobal best_in_history; %最优解变化轨迹
) ~0 i8 E( {/ g ~5 M+ P) Bglobal x_min; %x的下限8 \. J$ F* a, h. \( Y" |2 T
global x_max; %x的上限2 H# m0 G! c0 g7 b
global y_min; %y的下限0 h0 {1 p6 d. m; s
global y_max; %y的上限" E; k; c% B& ]
global gen; %迭代次数
+ Y c/ L1 i+ ^( P5 U1 Xglobal exetime; %当前迭代次数! ^6 R5 f+ L# Q% F, S4 Z) r
global max_velocity; %最大速度
% N B7 f ~2 Z" N0 X" Y) w* K6 f+ v- P T: r3 D6 {
innitial; %初始化) h" |1 K: f5 H1 O& r- x1 V* _' c/ E9 W
$ @; g" s+ ~9 O# p. Pfor exetime=1:gen
) u4 m, N6 Y C0 C" k& V V) c outputdata; %实时输出结果
8 ?/ g7 q5 f, L5 g8 t adapting; %计算适应值* p* Q2 O. S$ m& [. X7 x
errorcompute(); %计算当前种群适值标准差# e) y9 F* W3 ^& L% d! N
updatepop; %更新粒子位置
0 q# a2 L, p6 s6 {: B) }/ B8 Q5 _ pause(0.01);1 C5 x9 w" S8 \0 X
end
, B: _# I( v3 c2 P4 s$ q2 `) q6 \/ u6 |$ |% g! j% t3 n
clear i;% Q8 j: m, W6 e7 s3 P9 z5 r
clear exetime;* f% l1 h+ u8 _2 k
clear x_max;
! B1 T; \* O7 _- Cclear x_min;
: e3 W- a+ `6 ~clear y_min;
$ j3 \# F0 A; pclear y_max;
) F$ X+ w% F8 W7 Z0 ^, D! t5 L6 N& ]7 v
) `% w" ~) G- O6 ^# \9 E5 n7 I
/ i4 Q; ~4 B9 L4 u" w# Afor i=1:popsize
: y2 ^0 ?7 U; S; K4 M8 @ pop(i,8)=100*(pop(i,1)^2-pop(i,2)^2+(1-pop(i,1))^2);
! ~% v( e7 p0 \% t1 n7 O if pop(i,7)>pop(i,8)
9 a* h. ?0 [3 m5 {7 I+ V pop(i,7)=pop(i,8);
: n$ l0 T$ M6 x pop(i,5:6)=pop(i,1:2);
3 U: A# o/ l" S. u6 e end3 g' x: x- @4 O9 o: C% e
end
& ~' @- p$ V( P+ F' V! Nif best_fitness>min(pop(:,7))
1 s; s; N" ~/ C. ~3 D+ W8 H best_fitness=min(pop(:,7));
( M6 o( x. l$ h- e gbest_x=pop(find(pop(:,7)==min(pop(:,7))),1);
( ?( y3 a; ^+ }) i0 L% D2 Q gbest_y=pop(find(pop(:,7)==min(pop(:,7))),2);
& W/ p8 J7 L8 Q- ?end4 \# o" ~2 W+ s
best_in_history(exetime)=best_fitness;
1 V6 }9 i4 M5 x* B0 u+ Ogen=100;
; _3 d) I, t/ @9 x: Z: V# Vpopsize=30;; Z* a* f' W- p* J% Z, j, c9 g' M+ {
best_in_history(gen)=inf;
: z# t9 l7 d7 g. `/ a0 Kbest_in_history(: )=inf;4 q5 T- {% w+ f+ S& |9 e3 h
max_velocity=0.3;2 @) J; o7 A0 W+ h4 S
best_fitness=inf;
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! E; M* ~9 F" [pop(popsize,8)=0;
: K. [% S! V. H. Qfor i=1:popsize
+ T5 r* g3 k5 s" @: m0 w& o9 z pop(i,1)=4*rand()-2;
4 ?- G! q( Z0 e: X$ I7 M8 i pop(i,2)=4*rand()-2;+ c8 f2 r" c' E
pop(i,5)=pop(i,1);, d, P% d- v! @( p. g
pop(i,6)=pop(i,2);
+ R% c2 k' z3 E( \ \: h' y# J5 e" ` pop(i,3)=rand()*0.02-0.01;& ]) R2 c5 a0 N* \% T( W6 e
pop(i,4)=rand()*0.02-0.01;5 z* B/ V% q2 z
pop(i,7)=inf;( g5 C# l, @2 E& a, {4 x8 g5 R
pop(i,8)=inf;: {$ i L9 g% V
end) K' k0 p4 u2 U+ O, G- q* G7 J
; V6 S! ^+ l' C6 u' f/ e1 Uc1=2;
9 i% \+ n5 _4 y. H0 Sc2=2;
9 @$ d! B' e% k2 L$ wx_min=-2;
9 ~: t: K Y5 ?y_min=-2;. i) o. g4 ^- O/ I1 F; I
x_max=2;* C" Q/ g/ D% {& X
y_max=2;) W2 `/ w" x5 u* G# w! h- j
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gbest_x=pop(1,1);* h7 T. P$ r; q
gbest_y=pop(1,2);
* Y; Q0 J" z$ L# _0 ]subplot(1,2,1);. S& X7 S5 y k, i2 T
for i=1:popsize$ _6 `) t, J- M. r. f8 K5 w
plot(pop(i,1),pop(i,2),'b*');4 c! V& m0 r. N# [; q
hold on;
, R8 Z4 @/ C2 e3 V# yend7 t5 K6 s3 t- T: l0 g" C
# V& S9 p" F9 Uplot(gbest_x,gbest_y,'r.','markersize',20);axis([-2,2,-2,2])- q: ?6 ]" k9 F4 h/ L3 N
hold off;2 Z7 Q/ ^- e( A' j# X
subplot(1,2,2);
" l: ?% Q$ V8 s2 D3 Yaxis([0,gen,-0.00005,0.00005]);
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% A+ u% h8 @7 I% E2 ^! wif exetime-1>06 U% j) K/ P- b. f& w
line([exetime-1,exetime],[best_in_history(exetime-1),best_fitness]);
7 V# ?; T i9 l hold on;2 {. B# h5 C Q3 F7 W6 L
end
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for i=1:popsize
/ E: d3 U7 b' L. a, z pop(i,3)=rand()*pop(i,3)+c1*rand()*(pop(i,5)-pop(i,1))+c2*rand()*(gbest_x-pop(i,1));
8 ^0 ?; E$ ~$ M" ? pop(i,4)=rand()*pop(i,4)+c1*rand()*(pop(i,6)-pop(i,2))+c2*rand()*(gbest_x-pop(i,2));
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if abs(pop(i,3))>max_velocity
; r, {" T; C' c) j if pop(i,3)>0! y# E, v3 O- p0 `# g
pop(i,3)=max_velocity;
* k; D7 w. [/ s$ a else
5 Z" P1 Y0 R9 X5 h) i pop(i,3)=-max_velocity;2 _/ X/ e% c" i2 }, s' c
end
; g* f% Y- P9 }/ X1 F; u' P end
0 A0 N% m: H1 r if abs(pop(i,4))>max_velocity
' V9 k- r! l$ X6 R# g if pop(i,4)>0
0 B) {; f; A: L- v0 f7 f0 E+ O pop(i,4)=max_velocity;
0 g; F5 K# w" I else: p; ?! ?6 O, u9 ]
pop(i,4)=-max_velocity;) s4 w7 [: s; ]* L: r0 O5 X; z
end: B s2 L/ g+ o$ L
end/ k* A9 Q7 D' P5 @
end
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$ V1 J5 J: Q. e! H/ Q7 A2 Ofor i=1:popsize8 l+ u) K; ]" N
pop(i,1)=pop(i,1)+pop(i,3);9 r. z* G0 i: j: h
pop(i,2)=pop(i,2)+pop(i,4);
7 W, Y- ~) r5 K4 Gend
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' J! c+ @! B% k# @$ M* M这是我的程序,但是运行结果老是出现:如下图
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