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麻烦大神帮忙看看我这个错误提醒要怎么修改。非常感谢!4 `' A2 d0 I7 }$ t
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错误使用 Idletime (line 37)
6 |5 Q1 v' M5 Z8 C; a+ V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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+ w% \! U" e# e) `+ x% ]出错 IDLETIME_NEH_PR_LJP (line 7)) v, J8 m& d6 A* |
paRFor qq = 1:120
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8 r' `- Y' T: b原因:
. m3 J* u! t8 }, j% K' m/ ~; P 未定义与 'double' 类型的输入参数相对应的函数 'Difference'。( i4 c. f. F- a0 N
' t' x7 R3 r% ^/ U代码如下:
% d1 c' B; s! {1 \+ dfunction [OUTPUT,OUTPUTTIME]=IDLETIME_NEH_PR_LJP5 p# T8 b! R. D7 p
% Take idle time as objective when insert new job to partial sequence2 e7 U4 Q3 F4 W
% martix including job operation time, n jobs and m machines' r1 X W( ?/ y" g& d3 F+ N
% 7 j0 ?$ T! B( ~! c; c, I4 ?2 v
( e: ]( t5 ?4 y. S%% read data from excel8 \8 K+ b8 R! l: {- s! m
parfor qq = 1:120
" ]+ |' m) g" B, f. T% Q6 u9 Kfilename='';
g9 ?& ?# O& P7 Hfilename=strcat(filename,'Taillard\');
4 p3 a& T9 p- p$ tfilename=strcat(filename,num2str(qq));
# i' [: a* R9 O' r yfilename=strcat(filename,'.txt');
; {- c) b7 h7 r0 c# e w [A]=load(filename,'%*s%n');* g1 G% g2 C G3 ?+ g* c/ t5 T, Q( ?
T=A(:,2:2:end);- c' @/ [0 `" o8 I; J, S( u
tic" W* K+ [; s7 q5 J& ?1 h
%% input variables3 K* h8 l$ ?: l) e$ @
[n,m]=size(T);
: j, I5 f' |& pFinalsequ=zeros(1,n);% i( o+ q1 `5 r1 W: }5 L g: p+ \
H=zeros(n,m);. x$ _4 G. h# o( |
S=sum(T,2);* e2 ]: ^, W7 z. U" H- G6 w
M=[];
8 f& i+ H3 w+ M6 T( WHH=[];8 q5 B+ }4 j- h" s
SSequ=[];, ?* ]$ s* k3 W# a+ H5 q
Sequ=[];
, B- M# d% Y# c. fTOTALIDLE=0;1 V( y& ]& Z+ s; z* D* s' q# L
AVG=[];
! A3 m2 p" S5 [3 a5 o8 V# ZDEV=[];
# D' l" x% g YSU=[];
; L! v) ?1 r8 g3 b# F$ s; H8 ?" ~SUM=[];
$ t: ]. {6 H6 m' h( V$ G! c& u%% Obtain the initial sequence0 K8 ^6 _) c: b' w1 p1 k9 F
for i=1:n4 a! S( [+ P- h$ b
AVG(i)=mean(T(i,: ));: E2 r* D6 \# ? p
DEV(i)=std(T(i,: ));
4 H- Q4 O; X( H8 |7 W" s: E for j=1:m
+ H" [; H4 V5 ?+ S3 t SU(j)=abs(T(i,j)-AVG(i));
: j% F8 D8 Q R( y end
3 _$ u4 |5 ~* h1 V SUM(i)=AVG(i)+mean(SU(: ))+abs(nthroot(skewness(T(i,: )),3))+1/kurtosis(T(i,: ))^(1/4);: Z. A$ _! I' d- k
end5 E4 m! A0 m; C: r# d [8 M
[a,b]=sort(SUM,2,'descend');
* U7 x, Q; V1 D2 O* B8 O%% NEH-INSERTION% \- |5 [1 T. R5 }
% choose first two jobs: D7 s# Z8 P- r; l H) j
H(1,: )=T(b(1),: ); % let the job with largest sum of processing times be the first job1 ^* F4 M8 h( b! a% }$ p
H(2,: )=T(b(2),: );; u$ p, V, }7 n4 W1 f M
Sequ(1)=b(1);. o. m; v5 l3 M6 d; {
Sequ(2)=b(2);) O4 S* V0 Y% ~8 }
TSequ=1:n;
: j+ p2 X0 l' PProfile=zeros(1,m-1);
: r6 c& E3 R, P, K# g. ^[TOTALIDLE1,NProfile]=Idletime(H,2,TSequ(1),TSequ(2),Profile); %#ok<*NASGU,*ASGLU>6 \% R" c l7 M- n! `
ttt1=TOTALIDLE1;% P! I1 b8 S' f3 [" W
H(1,: )=T(b(2),: ); % let the job with the second largest sum of processing times be the first job
4 i9 g) K. A. b1 j) ]3 q) Q9 yH(2,: )=T(b(1),: );
5 _, k0 R2 @' _/ @Sequ(1)=b(2);
+ J: F2 ^3 @( }2 l& {Sequ(2)=b(1);
" e- g7 X& Q6 v. a. g: ~% GProfile=zeros(1,m-1);
( U- _) D1 F" d2 y8 n" f% }7 M[TOTALIDLE4,NProfile]=Idletime(H,2,TSequ(1),TSequ(2),Profile); %#ok<*NASGU,*ASGLU>
4 Q# Y2 ?0 d; _5 Nttt2=TOTALIDLE4;( F" ]' G8 r1 o% J' ]4 x
if ttt1<ttt2 % compare the makespan.* i$ H" X0 \( B$ J# C
H(1,: )=T(b(1),: );+ p! K7 J$ G. e
H(2,: )=T(b(2),: );
, T# o h B" C Sequ(1,1)=b(1);
0 @0 J3 w; `$ g6 s0 `& R Sequ(1,2)=b(2);: Z9 X T- N7 |3 ?8 ~) B7 a0 S) i
TTT=ttt1; %#ok<*NASGU>" a+ F: N( B4 A. g- t. T# a* |9 A
else
! Z$ P0 J [: i4 ?7 U H(1,: )=T(b(2),: );- W ]4 U. X& `. h' @: V0 t% P
H(2,: )=T(b(1),: );
+ d2 ]" f" q: C8 C Sequ(1)=b(2);
; g5 p5 h5 ?" c1 | y; g Sequ(2)=b(1);: z7 A- r* H4 s" u6 g% k2 D
TTT=ttt2;
9 K: V3 G! k" Z0 [- `+ ^end
: m6 K% g2 Z( H+ K) N v% choose the subsequent job and add to the partial sequence
" b. m* L$ z) k, ^, z! p" ne=zeros(n+2,m+2);
# H9 B4 W8 q% g2 O) Yq=zeros(n+2,m+2);
' T* s X, {+ m# Jf=zeros(n+2,m+2);
$ E% j* l3 ]0 A, ]2 jSSequ=Sequ;
8 O9 c6 r b& `) L8 ^* \for i=3:n % insert the rest of jobs) u: p9 Q, i- G, f7 G
Sequ=SSequ;1 h; s4 Z3 j1 h6 d, K/ o- W& E
for d=1:i-1 % calculate earliest complection time of each job on the sequence
j1 H% C3 G) A9 e) } for y=2:m+1 ; O, l- f c/ O+ h% W7 g/ ]& f8 n! J
e(1,: )=0; % machine number starts from 2 to m+1
- Q. J8 P9 s6 Q" _; D e(:,1)=0;
" p* M6 i9 {# Y% ? e(d+1,y)=max(e(d+1,y-1),e(d,y))+T(Sequ(d),y-1);
I0 X0 w7 {- F! Y/ j9 t0 E) p end( S+ ^1 D* ^2 e) y4 X0 L! e
end
$ ]6 X1 Y8 v' U% s for x=1:i % x indicates the position where the new job is going to be inserted. ^& N3 o" T) b- o8 z \' e
TSequ=Sequ;8 W$ [7 m! a: M3 u* t
t=e;2 `: v0 o# c2 N! S0 [
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for p=i-1:-1:x
% G3 Q S* q2 ~0 }1 E9 G6 k$ g# n TSequ(1,p+1)=TSequ(1,p);- w7 b1 K" K) a" B; n9 _6 G% p
end
: ]7 I2 Y) [, I! ]/ C$ G0 ~" Y TSequ(1,x)=b(i);3 |7 A0 w* r V* @. t4 s. }
6 U/ D; ^2 Y; C for p=x:i-1! H$ Z8 \% U( m/ M0 Q( ^ R0 D
for y=2:m+1
& P" W) ?! O3 ~& F" v1 N: n0 \ t(1,: )=0; % machine number starts from 2 to m+1) g7 D. | B1 r' M: Y) i
t(:,1)=0;
' R' |: {& p5 ]& F, |! m t(x+1,y)=max(t(x+1,y-1),t(x,y))+T(b(i),y-1);" W6 J& _6 T; x$ E% u$ U, {% n
t(p+2,y)=max(t(p+2,y-1),t(p+1,y))+T(TSequ(p+1),y-1);5 m+ ^* |' a% u: ]9 l
end" [$ `5 d+ _5 S, D- w4 l2 A) C" a
end2 F) x( _6 H" ? }* B( a
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for y=2:m+1
/ k1 N7 N, o, H5 d5 E4 i t(1,: )=0; % machine number starts from 2 to m+13 n2 a$ v3 ^& q
t(:,1)=0;
# y- \( X/ ^5 T) G* L% z! P t(x+1,y)=max(t(x+1,y-1),t(x,y))+T(b(i),y-1);
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it=zeros(i+1,m+1);/ i1 E; o* \0 I# \
for d=1:i % computate idletimie martrix1 Y4 t' w \! {0 t
for y=2:m+1
, G5 q4 Z+ ^0 G" P6 K it(1,: )=0;; L- T# m2 O3 ?+ d: D2 m0 c
it(:,1)=0;$ G1 q, b7 e) ?" }3 i
it(2,: )=0;
/ F8 t/ e2 D4 m. o5 | it(d+1,y)=max(0,t(d+1,y-1)-t(d,y));2 G: K& x- K0 T/ m, X
end
( x& p4 g8 \6 r, d. @ end
# M5 {+ v: J# u' a+ O* n if x==1
, k. t# R: B, R TOTALIDLE=sum(it(: ));& t- {" u9 S& u. h
Finalsequ=TSequ;
9 C8 M* P2 I- b1 _ end * ?) E F+ g5 r) L; B8 w6 _5 y e
if sum(it(: ))<TOTALIDLE+ E. r. U! t1 G
TOTALIDLE=sum(it(: ));0 B7 c+ _$ S% g9 X
Finalsequ=TSequ;' O; Q9 A+ q! O6 ^) O# l1 [
end, X$ Q3 @) R0 V* O0 h2 y
end
9 \: v7 C& U7 h9 y' ]% x0 t B SSequ=Finalsequ;
& U4 r6 W2 W3 m+ M. D# Zend s9 ` i, J% _0 E5 N* V5 \* E
%% WRITE DATE INTO EXCEL7 H) g: s6 q2 y9 ^" o9 n- N
time=toc;
' s1 f4 K( q) ctime0 k1 V. f2 [8 b! l
OUTPUT(qq,1)=TOTALIDLE;. W# [& A5 c! R# Z" e. }
OUTPUTTIME(qq,1)=time;
7 O6 s6 m6 ?' c+ P3 [, U& c9 v/ Uend: l9 z) G" n i4 M. V1 X
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