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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!
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# c1 m4 k; k2 c! f* A错误使用 Idletime (line 37)( e( ]3 Y" A1 ]
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。! ^' `7 s: a2 o6 G. {$ `
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& W, J& z% S" i+ b+ l. p8 r# V出错 IDLETIME_NEH_PR_LJP (line 7)7 t+ j; t8 n4 q4 c0 A0 v7 O+ O# c
paRFor qq = 1:120) D# Y, S+ T8 O- q8 V
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2 v- {- F) F# q2 z; i7 m原因:
& P: b- B& T4 Z 未定义与 'double' 类型的输入参数相对应的函数 'Difference'。6 `( d! t& `. v" f" z Y
5 f& c1 K5 F% u V0 {; q6 j代码如下:$ u/ j: u) V/ B+ q
function [OUTPUT,OUTPUTTIME]=IDLETIME_NEH_PR_LJP* k3 v( M5 `$ g& r2 J# N3 _+ O2 ^- Y* r
% Take idle time as objective when insert new job to partial sequence
. {+ e3 Z0 m9 A8 l% martix including job operation time, n jobs and m machines7 S5 ^1 X- R" K2 F
% ) u5 p6 f5 Q5 u6 H. s% ^( i' k
: R1 s* c4 H9 d& h" i* L! j' }%% read data from excel" n' Y/ L1 Z1 R+ B0 B
parfor qq = 1:120$ i) B1 f% l. ^" L' |# T
filename='';5 P- m' A+ u- ~; G* n
filename=strcat(filename,'Taillard\');
, p6 W. k$ ^+ j9 rfilename=strcat(filename,num2str(qq));( L7 o2 `' B B' O9 A
filename=strcat(filename,'.txt');
1 v3 h9 K4 @2 L1 @, I8 V [A]=load(filename,'%*s%n');4 _$ X% T3 V$ a5 e8 D
T=A(:,2:2:end);
6 S' C) Q! @3 T5 Wtic
2 C. m2 {! N% U8 W# s5 w4 {8 ]%% input variables
3 J6 `! ?- b/ w; V8 s; o2 E[n,m]=size(T); t0 ? j1 s9 Q8 e; T9 f
Finalsequ=zeros(1,n);+ N* |" Q0 T7 c% Y6 x$ j
H=zeros(n,m);
4 R6 F' M8 X; x) r$ v' P6 {S=sum(T,2);
1 K% s% W( S3 l4 h6 B# o G: AM=[];
( P" |2 l3 r( S/ T2 lHH=[];
+ e% O3 s, o! \. hSSequ=[];
( ^3 O( p2 R7 L4 ZSequ=[];- }* w6 X0 L; j7 g% Z& @
TOTALIDLE=0;
$ g- o0 B0 q/ Z* ~3 m' rAVG=[];. C- Z2 f5 X9 F: z
DEV=[];
1 }2 k S/ ]# i& M* O0 E- jSU=[];$ D& w: S/ `+ z. E
SUM=[];
" U# h- J+ ^4 i) c%% Obtain the initial sequence
; e5 k7 \# X% M2 [1 W. ofor i=1:n
! O- g' T% {5 ]4 e AVG(i)=mean(T(i,: ));. O) b& Q5 D' P7 o% Q' s
DEV(i)=std(T(i,: ));
( `" M! U% I3 U i: A for j=1:m/ l, e ]9 F/ \5 L ~9 E
SU(j)=abs(T(i,j)-AVG(i));' ~1 G3 A6 ~- w+ P$ r1 R. W
end
# _& C8 N2 J) j SUM(i)=AVG(i)+mean(SU(: ))+abs(nthroot(skewness(T(i,: )),3))+1/kurtosis(T(i,: ))^(1/4);
% K- w8 K9 K9 E2 O+ ^" ^+ }: oend
$ e1 n0 ~9 Q4 r# I) E+ R( w# A[a,b]=sort(SUM,2,'descend');; y' B2 }& u/ {
%% NEH-INSERTION
! A& c# e* d+ W6 |% choose first two jobs
. s% `: _9 W6 C2 U# RH(1,: )=T(b(1),: ); % let the job with largest sum of processing times be the first job. H( T/ G* D4 j( w+ h
H(2,: )=T(b(2),: );4 A! Z( z# U+ N( ]$ J9 P6 {
Sequ(1)=b(1);
4 _7 M8 l: Z$ y8 o. s& nSequ(2)=b(2);8 j+ l1 a% }% E$ K& K$ B
TSequ=1:n;
! G9 G/ q/ [3 B' b- A* \& Y- t5 w9 tProfile=zeros(1,m-1);7 t4 W+ r; y; n. l
[TOTALIDLE1,NProfile]=Idletime(H,2,TSequ(1),TSequ(2),Profile); %#ok<*NASGU,*ASGLU>4 s0 d+ t2 C% F/ ?
ttt1=TOTALIDLE1;' H! t) w$ o5 W" W) R5 H' T/ H
H(1,: )=T(b(2),: ); % let the job with the second largest sum of processing times be the first job |! Y/ H$ g( v' M3 _8 b
H(2,: )=T(b(1),: );
B. [( S3 g |4 h& pSequ(1)=b(2);
2 g4 \% w$ [# ?. y. CSequ(2)=b(1);. w7 t: ~+ B5 F; W8 X
Profile=zeros(1,m-1); c! t2 S3 K0 R3 F. X
[TOTALIDLE4,NProfile]=Idletime(H,2,TSequ(1),TSequ(2),Profile); %#ok<*NASGU,*ASGLU>
3 k6 V5 ] Z7 Q# [6 xttt2=TOTALIDLE4;6 h. @& P' \) q7 n. ?
if ttt1<ttt2 % compare the makespan.
/ C+ |/ Z7 U# u. r" h& I H(1,: )=T(b(1),: );; d5 I% I' M* v
H(2,: )=T(b(2),: );
" x4 ^ y1 e6 @6 \/ S Sequ(1,1)=b(1);
/ ~& F# t" z: L Sequ(1,2)=b(2);
& f6 ?! C" N/ W- @' P# v8 M( T TTT=ttt1; %#ok<*NASGU>2 {3 z& C) m' S% s3 G/ n; V3 _
else
0 n) u4 K. m; k% z7 h' T- q H(1,: )=T(b(2),: );
% Y6 c4 Y6 |) B" S& W H(2,: )=T(b(1),: );% r: b8 g; e) \
Sequ(1)=b(2);
: N" U! M, l9 n& h0 T2 t( Z; ? Sequ(2)=b(1);
4 C( W# o! t+ R7 Q3 [: a TTT=ttt2;& z- L1 A" O! a Q, e J
end/ D4 Y) G, D3 ^/ H+ ]4 N8 |2 y
% choose the subsequent job and add to the partial sequence
; @ C# y- ~; ne=zeros(n+2,m+2);
0 r" J6 @0 t. y' g, s5 b# Y% }, ]q=zeros(n+2,m+2);2 o c* _0 ]5 c) ]( b
f=zeros(n+2,m+2);% ^1 X5 Y+ i' O/ i5 X0 i
SSequ=Sequ;7 G) ~ l/ G8 `( a
for i=3:n % insert the rest of jobs
6 E8 Z$ e. t& O) S4 H, s Sequ=SSequ;
1 v B" l- t; v4 { f7 v for d=1:i-1 % calculate earliest complection time of each job on the sequence& ]: }. c/ S5 Y+ @, b
for y=2:m+1
' U/ v/ S D9 [+ Y e(1,: )=0; % machine number starts from 2 to m+1
% s/ c, R W! H3 v- }* ]! H# u% l e(:,1)=0; 7 a6 |3 `' \3 e0 V3 D+ r! N m5 x1 B2 S
e(d+1,y)=max(e(d+1,y-1),e(d,y))+T(Sequ(d),y-1);) A( X7 I% G# E7 [' _' o( j# C* c! A3 H
end" h% U; w# f; |8 D+ m% A$ _4 R
end( t. k% ]+ V% ^+ ~9 H9 } t& M
for x=1:i % x indicates the position where the new job is going to be inserted
9 l! M( @5 {$ k2 v3 {+ g TSequ=Sequ;" p; ?9 f' g# ]$ j" ? [! T* F
t=e;
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for p=i-1:-1:x# Y- r' l! X& w" V, @% o: f# t
TSequ(1,p+1)=TSequ(1,p);
1 T" o' W4 Q6 [( ]; t end
+ h/ X/ k4 a N, J TSequ(1,x)=b(i);+ B* {# |; c7 b0 C+ H
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for p=x:i-1
. b8 E# ]6 `9 g% {6 f; s$ y for y=2:m+11 L E4 f. ]5 v' E
t(1,: )=0; % machine number starts from 2 to m+1
5 m5 X1 ^5 v9 n) A t(:,1)=0;+ b( j$ u. E$ ]7 Q) e) U4 J
t(x+1,y)=max(t(x+1,y-1),t(x,y))+T(b(i),y-1);
- S* r# i0 D- m, |; Q% Y t(p+2,y)=max(t(p+2,y-1),t(p+1,y))+T(TSequ(p+1),y-1);* o0 `. Z8 {5 Q% m$ m+ _ q4 K
end
0 [8 p2 x% J( D" T& J ? end0 D3 l: U/ M6 w" J" P
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for y=2:m+1
. M" P: |+ O& v t(1,: )=0; % machine number starts from 2 to m+1
) H# Q8 q" R2 v- x3 S; v2 n t(:,1)=0;
% s$ f4 B0 V4 M3 {* t t(x+1,y)=max(t(x+1,y-1),t(x,y))+T(b(i),y-1);
7 N. |+ @: b/ E3 t. k7 k& p/ `) f end
& M" I) n& \7 | it=zeros(i+1,m+1);
( J. A. Q' I3 D6 i9 A for d=1:i % computate idletimie martrix4 J9 T# `6 c; S
for y=2:m+1 4 L# _4 K/ E1 z7 l% v, q' H
it(1,: )=0;
! R* l: u6 l& ~0 G8 o it(:,1)=0;
+ p. T% C2 K# K/ [ it(2,: )=0; . y" d$ v2 ^9 Z. [4 B
it(d+1,y)=max(0,t(d+1,y-1)-t(d,y));
/ |3 z+ r- Y5 D# a* C- ~ end/ n/ X, n* d4 m) u% I
end# m; c. M Z6 n9 c
if x==1+ i2 f* d* L% f' z5 c
TOTALIDLE=sum(it(: ));
, j. l' f* V3 K; ?, E Finalsequ=TSequ;
/ Q: ~( r: l* _ end # J7 k4 o- u* z' a5 e9 A* d
if sum(it(: ))<TOTALIDLE
2 ~4 a' A& C9 R" ]8 L* E TOTALIDLE=sum(it(: ));
6 @( |- t3 @* x Finalsequ=TSequ;
' v* E4 M; F5 H$ I- e2 a end
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SSequ=Finalsequ;
! f1 ? \: V0 g) L* t: V& @' Vend' I5 f% }: Z: ~
%% WRITE DATE INTO EXCEL
* J: Z2 i# }) h* B" u5 J# _8 L' Ktime=toc;% y8 M8 q; f- U9 k
time9 x4 `/ H3 U7 Y/ P9 V
OUTPUT(qq,1)=TOTALIDLE;
, V1 C; q: T6 h+ @; b- HOUTPUTTIME(qq,1)=time;6 [7 Q) J. D5 E% \) N
end
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