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本帖最后由 ce958www 于 2021-2-22 16:55 编辑 / ^; r3 U5 e6 G
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麻烦大神帮忙看看这个错误提醒要怎么修改?非常感谢!
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错误使用 Idletime (line 37)0 k7 H2 ?% g* j5 G% f% d/ f
在 'Difference' 的工作进程上引发了 UndefinedFunction 错误。这可能是因为在这些工作进程上无法访问包含 'Difference' 的文件。使用& |: M; j4 _1 ^. M" m
addAttachedFiles(pool, files) 指定要附加的必要文件。请参阅 'parallel.Pool/addAttachedFiles'的相关文档以获取更多详细信息。
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出错 IDLETIME_NEH_PR_LJP (line 7)+ A& x, Y! a9 ~$ @: E& K
paRFor qq = 1:120
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' U2 M$ m9 H# a% \+ \原因:, i6 z/ R. I& Z% j
未定义与 'double' 类型的输入参数相对应的函数 'Difference'。
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代码如下:! b1 S. b, j% q" {9 ?7 u/ ]; S
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function [OUTPUT,OUTPUTTIME]=IDLETIME_NEH_PR_LJP
Y$ e) C, F/ R1 U% Take idle time as objective when insert new job to partial sequence
2 Q8 E4 @/ d+ y) o4 _, c1 _, {% martix including job operation time, n jobs and m machines
4 ]( q, I& N+ W( D% 3 y9 p |0 }& b* ]& {
/ s5 Z' B5 s! c%% read data from excel0 T' S6 X; B3 N/ z ]: ~& D
parfor qq = 1:120
! w+ q) c2 _% s5 }4 o- Dfilename='';* B! B9 k0 m7 D3 z
filename=strcat(filename,'Taillard\');+ t m* P! L& }: f [' l
filename=strcat(filename,num2str(qq));" ?8 l9 j; d& B8 v) L+ P
filename=strcat(filename,'.txt');: I( C2 [1 y1 F: M7 ^3 ?
[A]=load(filename,'%*s%n');
2 N n* _+ w9 B J, C( k( j2 j8 b7 b T=A(:,2:2:end);
0 b) e$ V0 d( i; qtic5 N! ]$ I& G. W, _
%% input variables/ B. g3 g+ B s
[n,m]=size(T);
, x! G+ x/ c* R! V% O. ?0 e+ s! {Finalsequ=zeros(1,n);( p% W! J& a2 S. V$ Q, B
H=zeros(n,m);
0 w3 F1 R. q$ v0 }S=sum(T,2);
! Z3 z0 Q0 d4 h, V$ iM=[];
) v7 L3 K# }3 ]% \% r- A$ uHH=[];" Q' z) H- e3 _/ H5 I# a6 F- U$ U
SSequ=[];
2 R& x) \+ E+ R. z" N" oSequ=[];1 t9 o! [* Z7 Q4 c) b/ o3 Y
TOTALIDLE=0;$ {8 D- f: \1 |6 n& D( A* M
AVG=[];8 K- T5 b# X8 Y( i6 |3 b5 y
DEV=[];
5 V4 ]- O6 r( U- I( v" f# bSU=[];2 K/ L2 [7 t9 l" T$ {+ f, \
SUM=[];# h8 Z/ `' A3 B5 s# C) S( z4 D. H
%% Obtain the initial sequence5 O" H/ L" A3 F* w% e. a" a7 N
for i=1:n
) U8 s2 o6 Z# l8 L: e AVG(i)=mean(T(i,: ));
# _% n: Q2 m' I. [. m0 l; e DEV(i)=std(T(i,: ));) b% s8 d* t) M) l3 ?( ?
for j=1:m
9 R' O( L2 J2 p3 Z* b1 {1 W( l SU(j)=abs(T(i,j)-AVG(i));
( b0 U& M6 v( S6 w+ ~. H& i end/ J' j0 _& f8 ?4 M! w% J
SUM(i)=AVG(i)+mean(SU(: ))+abs(nthroot(skewness(T(i,: )),3))+1/kurtosis(T(i,: ))^(1/4);
. T! H. d* b6 \" i; M# s/ I7 Nend
' w' i" ~! p$ C1 `- b" C4 L4 F[a,b]=sort(SUM,2,'descend');
7 f$ p$ c) J9 b9 t4 n7 b%% NEH-INSERTION
) W# q1 l' Z* _. m% L) z% choose first two jobs1 S4 J) @- d$ m6 n8 w5 _
H(1,: )=T(b(1),: ); % let the job with largest sum of processing times be the first job3 Y8 ^4 Z9 q8 E9 D" i
H(2,: )=T(b(2),: );. ^2 p6 S% m8 E: j' h
Sequ(1)=b(1);
6 k' O! d3 c1 b1 o+ o( @. KSequ(2)=b(2);
" ^4 ~2 y0 B' x% a- l2 qTSequ=1:n;- i$ e3 Z. R: _) t* k. M( ]
Profile=zeros(1,m-1);+ ~; Z3 ]; ~/ [+ B( j
[TOTALIDLE1,NProfile]=Idletime(H,2,TSequ(1),TSequ(2),Profile); %#ok<*NASGU,*ASGLU>- [: X [6 S1 I" @
ttt1=TOTALIDLE1;
% L, e: U+ b; S) w. `( KH(1,: )=T(b(2),: ); % let the job with the second largest sum of processing times be the first job0 w! k+ X/ c8 y U; i4 H
H(2,: )=T(b(1),: );
. |( r. o$ |% k( TSequ(1)=b(2); r; g1 h/ M& a2 |* b
Sequ(2)=b(1);7 P; E( |' [1 ?! ]; x
Profile=zeros(1,m-1);
8 N5 A' ]; e0 s3 I. F7 a0 z( N[TOTALIDLE4,NProfile]=Idletime(H,2,TSequ(1),TSequ(2),Profile); %#ok<*NASGU,*ASGLU>$ W- Q' C& D) @9 D T) |
ttt2=TOTALIDLE4;6 E& ~, M# [% t1 F) f8 q
if ttt1<ttt2 % compare the makespan.7 T1 m4 a* E9 c2 x" B: N2 z
H(1,: )=T(b(1),: );6 |( _. h. c. T0 ]+ s& ~8 [
H(2,: )=T(b(2),: );
9 N, v# T. o/ Y! R Sequ(1,1)=b(1);
/ |2 a: j( g- s* j Sequ(1,2)=b(2);
, q; C7 Q$ Q6 O5 R TTT=ttt1; %#ok<*NASGU>: `$ a1 M2 ]( q2 E4 N: ?
else
5 W9 i- j' q/ q/ ?. j7 x H(1,: )=T(b(2),: );8 R# j6 }% A( _) a e7 E p
H(2,: )=T(b(1),: );9 O* J8 U/ M, g r5 u
Sequ(1)=b(2);6 D+ u/ E& E; I2 h# d# b, `8 r' T2 W W
Sequ(2)=b(1);
8 d- }2 y/ q1 l/ Y TTT=ttt2; _8 U# {: u O% \1 J: ~ e& |
end" Q" O4 _; P6 q2 x1 j
% choose the subsequent job and add to the partial sequence
. W, X6 K( q" t; S+ c1 B) ie=zeros(n+2,m+2);% A- `( D9 H, G7 X# D1 T7 q
q=zeros(n+2,m+2);$ I! ?* _ S* }" }% l- v4 x4 B, T/ `
f=zeros(n+2,m+2);
5 T; w) q1 A5 G: iSSequ=Sequ;
. P! M, B) Q% |$ K: vfor i=3:n % insert the rest of jobs4 f- @2 S- w. _$ _6 o: p/ X3 `3 M
Sequ=SSequ;. s! F ~: H c0 \/ e$ u: Q; U! H! O% @
for d=1:i-1 % calculate earliest complection time of each job on the sequence9 Q( J0 d. h7 L8 r1 O' d8 y+ |
for y=2:m+1 2 i6 E) R) v( g
e(1,: )=0; % machine number starts from 2 to m+1
' k1 c& q! U; }, P8 o% W e( :,1)=0; 0 c1 W' q3 h0 |( e$ E: \# }: C" f) k
e(d+1,y)=max(e(d+1,y-1),e(d,y))+T(Sequ(d),y-1);$ ?8 A+ N* S- g `
end
% U+ a6 b' L d/ x" A end. S% }, {8 {* `; z: V
for x=1:i % x indicates the position where the new job is going to be inserted
9 s0 ^+ I+ M: D0 c' `& A TSequ=Sequ; ^4 _# u! H6 A/ i# S+ g' e* i
t=e;& t# B0 e" h8 R0 c! d4 ?
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TSequ(1,p+1)=TSequ(1,p);
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TSequ(1,x)=b(i);
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for p=x:i-1* H+ O5 q, a4 e) h) c8 \, i/ d
for y=2:m+1
. N' @ `6 i8 {$ S$ d# c; H9 X t(1,: )=0; % machine number starts from 2 to m+12 s# f5 G, U! s/ m4 S% V! V% \
t( :,1)=0;1 z3 Q: [5 G3 u- M
t(x+1,y)=max(t(x+1,y-1),t(x,y))+T(b(i),y-1);
; l$ L2 L4 y5 Q: u C( }4 ] t(p+2,y)=max(t(p+2,y-1),t(p+1,y))+T(TSequ(p+1),y-1);
* f' ?' Z5 [, ]3 s end
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for y=2:m+1
% ~) U6 k7 N0 b' K) F' B7 z) T t(1,: )=0; % machine number starts from 2 to m+1
: @. _" d3 I: _2 n t( :,1)=0;' Q0 ~" l' z5 _" Y9 x/ }
t(x+1,y)=max(t(x+1,y-1),t(x,y))+T(b(i),y-1);
: ?* y( R; K' Q6 w$ I; A' @ end2 b3 x( Y- @- x$ Q
it=zeros(i+1,m+1);0 m' i) @3 i% \1 o9 i' d- e/ G
for d=1:i % computate idletimie martrix
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it(1,: )=0;5 R. U! h( h) Q; {* w
it( :,1)=0;# W* l! {. V( A1 H; I2 Y1 {0 l
it(2,: )=0; # m/ T7 R) q, o1 ~" U0 y6 ~0 P
it(d+1,y)=max(0,t(d+1,y-1)-t(d,y));
4 t1 b$ X; y1 g end
" u% x& H0 B9 W6 D; K end
0 [* u& q* h' ^$ V- S( r if x==1 s4 ]: Q' z+ \' o3 o: I0 j6 d
TOTALIDLE=sum(it(: ));
+ [# r) J- k6 ]: L4 {- Q Finalsequ=TSequ;9 h/ i! F8 ~3 B C; L+ U% S
end
9 @, E; d V6 u if sum(it(: ))<TOTALIDLE5 `4 G$ v( U3 z. a# k. C* g- T- }7 i
TOTALIDLE=sum(it(: ));) P- h7 D& ?7 K
Finalsequ=TSequ;
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end8 J/ w, T9 {$ l, x4 ]2 R
SSequ=Finalsequ;
& ? u" w3 x7 v5 e) hend
: n ~" |) m. ^6 x8 i# O%% WRITE DATE INTO EXCEL/ L2 T, l0 J# _/ V
time=toc;
) m" o. Y! N1 V2 [time5 N8 t& o! f* w4 J
OUTPUT(qq,1)=TOTALIDLE;
& I5 b. u* a* I. g0 S" xOUTPUTTIME(qq,1)=time;
" n2 B7 P: f, a) h& Aend
; E/ O8 t/ ?% p0 Yend |
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