chapter 6-scm_s06.ppt
TRANSCRIPT
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Chapter 6: Supply ChainManagement (SCM)
IE 3265 – POM
R. R. in!e"e#M$%MIE
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&'pi *'r $iui'n: $e+ning the iue ', SCM Ma-'r Player
'/ /e an /'r" in thi ne/ m'!el 0en!er relati'nhip $ata Management
Ma-'r Iue: 1ull/hip eet &ranp'rtati'n pr'lem 'ati'n iue
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4hat i SCM Supply Chain management !eal /ith the 'ntr'l ',
material7 in,'rmati'n7 an! +nanial 8'/ in a net/'r"'niting ', upplier7 manu,aturer7 !itriut'r7 an!ut'mer9 (Stan,'r! Supply Chain *'rum 4eite)
Call it !itriuti'n 'r l'giti 'r upply hainmanagement... In in!utry a,ter in!utry . . . eeuti;eha;e plu"e! thi 'ne !imal !iipline ' the l'a!ing
!'" an! plae! it near the t'p ', the 'rp'rateagen!a. ar!%pree! t' "n'" 'ut 'mpetit'r 'n
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@r'/ing Interet in SCM – 4hy A manu,aturing e'me m're
eBient ('r i 'ut'ure!)7 'mpaniel''" ,'r /ay t' re!ue 't
Se;eral igni+ant ue t'rie: EBient SCM at 4almart7 P7 $ell C'mputer
SCM 'ni!er the r'a!7 integrate!7;ie/ ', material management ,r'm
purhaing thr'ugh !itriuti'n &he huge gr'/th ', interet in the /e
ha pa/ne! /e%ae! m'!el ,'rupply hain: ,r'm !'t 'm9 retailer
t' 1%2%1 uine m'!el
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Ma Cut'miati'n:$eigning *inal Ch'ie int' Supply
Chain Se;eral 'mpanie ha;e een ale t'
ut 't an! impr';e er;ie y
p'tp'ning the +nal 'n+gurati'n ', thepr'!ut until the latet p'ile p'int inthe upply hain. Eample: e/lett Pa"ar! printer 'n+gurati'n
P'tp'nement ', +nal pr'gramming ',emi'n!ut'r !e;ie – all r'utine l'a!e!7'nly ertain 'ne ati;ate!
Aemle t' 'r!er rather than aemle t't'" ($ell C'mputer)
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$eign *'r 'giti: Many +rm n'/ 'ni!er SCM iue in
the !eign phae ', pr'!ut !e;el'pment
One eample i IDEA /h'e ,urniture'me in imple t' aemle "it thatall'/ them t' t're the ,urniture in theame /areh'ue%li"e l'ati'n /herethey are !iplaye! an! 'l!
Shipping 'ntainer !eign ,'r *e!E an!#PS – air,reight $unnage 'ntr'l in 1ig Aut'
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EBient $eign ', the Supplier
1ae
Part ', treamlining the upply hain ire!uing the numer an! ;ariety ',
upplier &he apanee ha;e een ;ery ue,ul in
thi arena (theyFre an Ilan! – ' gettingmaterial there ha al/ay een a pr'lem)
In the mi! =>GHF er' trimme! itnumer ', upplier ,r'm 57HHH t' ?HH.
O;erea upplier /ere h'en ae! 'n 't 'al upplier /ere h'en ae! 'n !eli;ery
pee!
In =>>67 *'r! M't'r re!ue! their upplier
'unt y m're than 6HJ
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$ell $eign the #ltimate SupplyChainK
$ell C'mputer ha een 'ne ', them't ue,ul PC retailer. 4hy &'
'l;e the pr'lem ', in;ent'rye'ming ''lete7 $ellF 'luti'n: $'nFt "eep any in;ent'ryK % All PCF are
ma!e t' 'r!er an! part hippe! !iretly,r'm manu,aturer /hen p'ile.
C'mpare t' the eperiene ', C'mpa<C'rp'rati'n – initial ue ellingthr'ugh l'/ 't retail /areh'ue utthey !i! n't garner /e%ae! ale
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$ata Ehange – A Critial I!ea E$I: Eletr'ni $ata Interhange In;'l;e the &ranmii'n ',
!'ument eletr'nially in apre!etermine! ,'rmat ,r'm 'mpanyt' 'mpany. (L't /e ae!.)
&he ,'rmat are 'mple an!
epeni;e. It appear t' e 'n the!eline a /e%ae! ytem gr'/.
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$ata an! Pr'!ut – E%
&ailing E-tailing: $iret t' ut'mer ale 'n the
/e – the '%alle! Cli" M'rt'r retailm'!el Perhap et "n'/n e%tailer i Ama'n.'m7
'riginally a /e%ae! !i'unt ''" eller &'!ay7 Ama'n.'m ell a /i!e range ',
pr'!ut (/e an thin" ', many7 many imilar'rganiati'n)
Ama'n an! 'ther pa/ne! ' alle! !'t'm9 t'" epl'i'n in the LAS$AN (=>>t' April7 2HHH)
&'!ay7 many tra!iti'nal ri" an! m'rtar9retailer al' 'er ale ';er the /e7 ',ten
at l'/er prie
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$ealing /ith $ata – the m'!ern
/ay B2B (business to business) upply hain
management:
4hile n't a ;iile an! ey9 a E%tailing7 itappear that 121 upply hain managementi the true gr'/th in!utryK
4e earhe yiel! ';er GH mathe ,'rupply hain ',t/are pr';i!er. S'me ', thema-'r player in thi mar"et egment inlu!e: Agile Software ae! in Sili'n 0alley. i2 Technologies ae! in $alla. Ariba ae! in Sili'n 0alley
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$ata &ran,er in Supply Chain:0en!'r Manage! In;ent'ry (the real
'luti'n) 4almart an! P @ &arget an! PepiC'"e
1ut Q 1arilla SpA. An Italian pata pr'!uerpi'neere! the ue ', 0MI (0en!'r Manage!In;ent'ry)
&hey 'taine! ale !ata !iretly ,r'm!itriut'r an! !ei!e 'n !eli;ery ie ae!
'n that in,'rmati'n &hi i in 'pp'iti'n t' all'/ing !itriut'r ('r
e;en retailer) t' in!epen!ently !ei!e 'n'r!er ieK
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Or!er @r'/th – &he 1ull/hip
Eet – An Imp'rtant iue
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In,'rmati'n &ran,er in SupplyChain: aue ', &he 1ull/hip
EetF *irt n'tie! y P@ eeuti;e eamining
the 'r!er pattern ,'r Pamper !ip'ale!iaper.
&hey n'tie! that 'r!er ;ariati'ninreae! !ramatially a 'ne m';e! ,r'mretailer t' !itriut'r t' the ,at'ry.
&he aue are n't 'mpletely un!ert''!
ut ha;e t' !' /ith athing ', 'r!er an!uil!ing in a,ety t'" at eah le;el Pr'lem: inreae the !iBulty ',
planning at the ,at'ry le;el
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&here ha een a Re;italiati'n inthe Analytial &''l nee!e! t'
Supp'rt SCM In;ent'ry management an! !eman!
,'reating m'!el uh a th'e !iue!
in thi 'ure &he tranp'rtati'n pr'lem an! m're
general net/'r" ,'rmulati'n ,'r !eriing8'/ ', g''! in a 'mple ytem
Analytial meth'! ,'r !etermining !eli;eryr'ute ,'r pr'!ut !itriuti'n – 'ptimall'ati'n ', ne/ re'ure
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*'uing 'n the $itriuti'n
Pr'lem: &he @'al i t' re!ue t'tal
tranp'rtati'n 't thr'ugh'ut
the upply hain #ually 'l;e! /ith 'me appr'ah
t' the &ranp'rtati'n Pr'lem9
Our appr'ah /ill e the 1alane!Matri m'!el
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et !' 'ne7 y eample:
&'
*r'mAlu
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In the &ranp'rtati'nPr'lem:
4e mut ha;e a Supply$eman!alane t' 'l;e In thi pr'lem that re
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&he &ranp'rtati'npr'lem:
@'al i t' minimie the t'tal 't ', hipping
4e /ill all'ate pr'!ut t' ell – any
all'ati'n mean the r'/ re'ure /ill hippr'!ut t' the 'lumn !eman!
&he pr'e i an iterati;e 'ne that re
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Starting /ith a 0AMS'luti'n tehni
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Phae = ', 0AM:
Step A 1 C PLr= PLr2 PLr3
$M T5
=HH
T? T3 = %'ut %% %%
E TG T?2HH
T3
=HH= = 5 %'ut
* T>2HH
T T5
=HH2 2 ?
PL= 3 H H
PL2 = 3 'ut 2
= %% 2
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C'ting &he m'!el:
Current: =HHV5 W 2HHV> W2HHV? W =HHV3 W =HHV5 X
T3>HH
1e,'re pr'ee!ing7 he" i, the *eaile'luti'n i ('r inFt) !egenerate: Lumer ', all'ati'n mut e at leat: m Wn % =
X 3 W 3 % = X 5 (/e ha;e 5 i the a';e et 'the 'luti'n i n't !egenerateK See net li!e i,
it /a) L'/7 /e mut !etermine i, itF 'ptimal 4e mut 'ntinue t' a e'n! phae t'
!etermine thiK
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$ealing /ith $egeneray (/hen iti ,'un!)
4e mut all'ate a ;ery mall am'unt ', materialm';ement (all it ε) t' any in!epen!ent ell
An in!epen!ent ell i any 'ne /here /e can not 'mplete a tepping m'ti'n9 ', 'nly h'ri'ntal an!;ertial m';ement thr'ugh +lle! ell t' return t'the 'riginating ell 4e all thi the θ%path. (thi /'ul! e !'ne y alternating a!!ing
'r utrating aignment ', material t' any +lle! ell /e tep 'n) L'te any ell /ere a path an e uil! i a !epen!ent ell
4e /'ul! a!! uBient εF t' reah all'ate! ell'unt ', m W n – = numer (ma"e the 'luti'n n'n%!egenerate)
ere ine R=C= i in!epen!ent – he" ,'r y'urel, –/e /ill +ll it /ith ε unit – thi ma"e 'ur 'luti'nn'n%!egenerate – 5 ell are all'ate!K
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Entering Phae II:$etermining Optimality
4e /ill epl're the MO$I (m'!i+e!!itriuti'n) alg'rithm
A,ter +n!ing a n'n%!egenerate initial'luti'n7 a!! a r'/ ', D -F an! a 'lumn', RiF t' the Matri
&' egin7 Aign a er' ;alue t' any R 'rD p'iti'n
*'r eah all'ate! ell7 the ,'ll'/ingeprei'n mut e ati+e!: Ri W D - W i7- X H
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Starting MO$I /ith ap'ile RD all'ati'n:
D -
Ri
A 1 C
%5 %2 %=
$M
H
T5
=HH
T?W2
T3 W2 =HH
E%2
TG W=
T?
2HH
T3
=HH
3HH
*%?
T>
2HH
T W=
T5
=HH
3HH
In!iat'r 't ,'r
thi ell (XRWDW)
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MO$I 'ntinue!:
Eamine all in!iat'r ;alue ,'r empty ell – i,all are n'n%negati;e the 'luti'n i 'ptimal
I, 'me are negati;e then !e;el'p a θ%path
eginning at m't negati;e ell (here i R3C3) C'mplete the θ%path y tepping 'nly t' +lle!
ell (an! pi;'ting) /hile alternati;elyutrating then a!!ing θ all'ati'n
A,ter 'mpleting the path7 !etermine the %θ9ell /ith the mallet
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*'rming the θ%Path (tart in R2C3)
D -
Ri
A 1 C
%5 %? %3
$M
H
T5
Wθ
T? %θ
=HH
T3
In!: H
=HH
E
H
TG
In!: W3
T?
Wθ
=HH
T3 %θ
2HH
3HH
*%
T> %θ T%
T5 3HH
Smallet %θ9 All'ate!am'unt
– i, /e ha! err'ne'uly all'ate! a een el'/ an!
re
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A,ter =HH unit re%all'ati'n – n'/re'mpute RF an! DF
In!iat'r D -
Ri
A 1 C
Cap.
%? %= H
$M
%=
T5
εW=HH
T?W2
T3W2
=HH
E%3
TG W=
T?
2HH
T3
=HH
3HH
*
%5
T>
2HH
TW=
T5
=HH
3HH
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''"ing at thi Matri
All in!iat'r are n'/ p'iti;e – thiin!iate an 'ptimal 'luti'nK
L'te thi agree /ith 'ptimal 'luti'n ,'un!earlierKKK
Rela ε ;alue t' er' – ma"e ell =7=all'ati'n =HH unit
Optimal tranp'rtati'n 't i: 5V=HH W ?V2HH W 3V=HH W >V2HH W 5V=HH X
3>HH
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et try 'ne:
&'
*r$ E * @ Cap.
A G 6 ? 2 ?
1=H 6 6 2
3
C? 2 3 G
6
$eman! 3 3 3 ?=3
=3
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1ut the &ranp'rtati'nPr'lem an e 'l;e! yPK $e+ne an
O-eti;e
*unti'n:
Su-et t':
( )1 1
:
is cell cost and is amount moved
m n
ij iji j
ij ij
c X
where
c X
= = ∗∑ ∑
1
1
i
j
for 1 i m
for 1 j nwhere:
a are all shipment from a source (capacity)
b are all shipments into a "sink" (Demand)
n
ij i j
m
ij ji
X a
X b
=
=
= ≤ ≤
= ≤ ≤
∑
∑
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Our Eample (y PS'l;er)
Variables XDM-A XDM-B XDM-C XE-A XE-B XE-C XFL-A XFL-B XFL-C
Values: 0 0 0 0 0 0 0 0 0
0VC 0 0 0 0 0 0 0 0 0 OBJ.Fn.
Costs: 5 4 3 4 3 ! " 5 0
Ca#C$ $ $ $ 0 $00
Ca#C% $ $ $ 0 300
Ca#C3 $ $ $ 0 300
De&C$ $ $ $ 0 300
De&C% $ $ $ 0 %00
De&C3 $ $ $ 0 %00
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Applying S'l;er:
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Eamining Reult:
Optimal 0alue X T3>HH (a /e,'un! y han!FK)
Ship: =HH $M%AU 2HH *%AU 2HH E%1U=HH E%CU =HH *%C
All a /e ,'un! uing the 0AM
euriti Muh *ater an! eaier uing PK
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Epani'n t' &ranhipmentPr'lem
4hen a ytem i all'/e! t' ueinterme!iate /areh'uingF ite – theyare S'ure ite 'r e;en Sin" ite in
regular tranp'rtati'n pr'lem – ,'rre!uing the t'tal 't ', tranp'rtati'n/e all the pr'lem the tranhipmentnet/'r" pr'lem
4e re
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Epani'n t' &ranhipmentPr'lem
In the general &ranhipment pr'lem the tranp'rtnet/'r" i epan!e! t' all'/ m';ement et/een
'ure an! et/een in" (an! e;en a" t' 'ther'ure)
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Epani'n t' &ranhipmentPr'lem
Etrate! ,r'm: . P. Ignii'7LinearProgramming inSingle- Multi!le-
"b#ecti$eS%stems7Prentie all=>G2 &he 'riginal
tranp'rtati'n pr'lem
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An'ther e;el ', &ranp'rt – the!eli;ery r'ute pr'lem
&hi pr'lem i uually 'ne ', ;ery large ale(laially alle! the &ra;eling Saleman Pr'lem)
1eaue ', thi7 /e typially an n't +n! an
a'lutely 'ptimal 'luti'n ut rather 'nly near'ptimal 'luti'n – a een in 'ur tet''" ere7 the "n'/n are the 't ', tra;el ,r'm p'int t'
p'int thr'ugh'ut the net/'r" an! /e try t' a;e 't yganging up9 trip
S'luti'n typially ,'ll'/ al'ng a line ', atta"ae! 'n the Aignment Pr'lem9
See an!'ut7 ,'u 'n the Sh'rtet R'ute Pr'lem
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$eli;ery Optimiati'n:
Realitially7 a !eli;ery ;ehile an'nly arry ' muh – ' thi mayre!ue eeti;ene ', 'luti'n
$eli;eryF ta"e Real &ime – againthi mut e 'ni!ere! !uringhe!uling an! r'uting
'a!ing ', ;ehile i ;ery ritialt' 'ntr'l tep 2 time – l'a! inre;ere !eli;ery 'r!erK
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''"ing at the 'ating ', Le/*ailitie:
C'ni!erati'n: a'r Climate &ranp'rtati'n iue:
Pr'imity t' mar"et Pr'imity t' upplier re'ure Pr'imity t' parent 'mpany (haring
epertie7 purhaing7 !r'p r'uting) –'ul! e plu 'r minuK
Nuality ', tranp'rtati'n ytem
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''"ing at the 'ating ', Le/*ailitie:
C'ni!erati'n7 'nt. C't t' 'perate (utilitie7 tae7 real
etate 't7 'ntruti'n) Epani'n 'ni!erati'n R''m a;ailale ,'r gr'/th C'ntruti'n t' m'!i,y truture
Any l'al inenti;e t' re%l'ate Nuality ', i,e (h''l7 rereati'nal
p'iilitie7 health are – 't7a;ailaility)
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''"ing at the 'ating ', Le/*ailitie:
M't 'rganiati'n 'mpare e;eral alternati;e &hey i!enti,y /eighting ,at'r ,'r the
harateriti then narr'/ h'ie =t 'ni!er regi'n 2n! narr'/ earh t' 'mmunitie 3r! 'ni!er pei+ ite $'ne y 'lleting !ata a!!reing the ;ari'u ,at'r
un!er tu!y
A,ter !ata i 'llete! an! /eighte!7 ma"eeleti'n (typially y tarting /ith
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'ati'n $eii'n in SCM:
In the +nal analyi the !eii'ntypially 'me !'/n t' a Center ',
@ra;ity S'luti'n9 that minimie thet'tal tra;el !itane et/een the*aility an! all p'ile C'ntat,ailitie
C'ntat ,ailitie may e 'ure ', Ra/Material 'r 'ther Supplier 'r they maye !etinati'n ,'r Pr'!ut t're! in 'rma!e at the ne/ ,aility un!er !eign
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et C'ni!er an Eample:
(/here h'ul! /e put'ur ne/ $itriuti'nCenter)
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@i;en thi in,'rmati'n:
St're'ati'n(7Y)
C. Sale
A (2.57 2.5) 51 (2.57 ?.5) 2
Ca (5.57 ?.5) =H
$ (57 2)
E (G7 5) =H
* (7 2) 2H
@ (>7 3.5) =?a
Site ', P'ile $C =U
Site ', P'ile $C 2
l i i ,
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S'luti'n i a &ype ', &ranp'rtati'n Minimiati'n:#ing Either Euli!ian 'r Reta%linear 'et
Euli!ean $itane:
Reta%inear (R) $itane:
( ) ( )2 2
: Xs or !s are map coordinates
of stores or Distribution enter
j jeuclid i DC i DC d X X Y Y
here
= − + −
j j RL i DC i DC
d X X Y Y = − + −
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L'/ 4hat
1et 'ati'n i the 'ne that minimiethe um ', the t'tal nee! ', all
$eman! time the tra;el !itanein;'l;e!:
( ) i
for all #inks
and each possible new #ource
ji euclid
all
D d ∗∑
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ea!ing t' thi analyi:
$C = 5.5 ?.5
$C 2 2
S&ORE 'ati'n Y 'ati'n $ Euli! = $ Euli! 2 $ R = $ R 2 $eman! $V$E = $V$E 2 $V$rl = $V$rl 2
A 2.5 2.5 3.6H555= ?.526>3 5 5 5 =G.H26 22.63G?6 25 25
1 2.5 ?.5 3 5.=?G=5 3 2 6 =H.2>563 6 =?
C 5.5 ?.5 H 2.>=5?6 H ? =H H 2>.=5?6 H ?H
$ 5 2 2.5?>5= 2 3 2 =.G?65 =? 2= =?
E G 5 2.5?>5= 3.=622G 3 ? =H 25.?>5= 3=.622G 3H ?H
* 2 2.>=5?6 H ? H 2H 5G.3H>52 H GH H
@ > 3.5 3.6?HH55 2.5 ?.5 3.5 =? 5H.>6H 35 63 ?>
=6.63> =?2.== 225 =G2
*r'm the Analyi: $C 2 minimie
't
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1ut i thi the Optimall'ati'n
Perhap /e 'ul! plae the CenterF at theMe!ian ', all the urrent !eman!l'ati'n
In an RF ene7 ,'rm the Cumulati;e4eighting (Cum. $eman!)
=t: 'r!er eah target l'ati'n in inreaingle;el ', an! then Y
$etermine the a;erage ', thi Cum4t ,'r Y an! plae l'ati'n the i the amea the ite that &rst e'cees this $alue
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C. 4t. A;erage i 3?
St're
$em.
''r
C.4t.
Sel. St're
$em.
Y''r
C.4t.
Sel
A 5 2.5 5 $ 2
1 2 2.5 * 2H 2 2
$ 5 =? A 5 2.5 32 V
C =H 5.5 2? V @ =? 3.5 ?6 VV
* 2H ?? VV 1 2 ?.5 ?G
E =H G 5? C =H ?.5 5G
@ =? > 6G E =H 5 6G
'ate at: (in ) an! 3.5 (in Y) a a ruleV
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Optimiati'n uing Euli!ian$itane:
=t C'mpute the Center ',@ra;ity:
( )
( )
for each location i
i i
i
i i
i
D x
X D
D y
Y D
∗
∗
∗
=
∗
=
∑∑
∑∑
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Optimiati'n:
Start /ith V7 YV !etermine! a';e a ur7 Yur
C'mpute:
St'p iterati'n /hen an! Y t'p hanging
( )
( ) ( )
( )( )
( )
( )( )
( )
2 2$
:
$
$
$
$
ii
cur i cur i
i i
new
i
i i
new
i
D g x y
x x y ythen
x g x y x
g x y
y g x y y
g x y
=
− + −
∗=
∗=
∑
∑∑∑
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&ren! in Supply Chain
Management Out'uring ', the l'giti ,unti'n
(eample: Saturn 'ut'ure! their l'giti
t' Ry!er &ru". Out'uring ',manu,aturing i a ma-'r tren! thee !ay)
M';ing t'/ar! m're /e ae!tranati'n ytem
Impr';ing the in,'rmati'n 8'/ al'ng theentire hain
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@l'al C'nern in SCM
M';ing manu,aturing 'h're t' a;e!iret 't 'mpliate an! a!!
epene t' upply hain 'perati'n7!ue t': inreae! in;ent'ry in the pipeline
In,ratruture pr'lem
P'litial pr'lem $ealing /ith 8utuating ehange rate Otaining "ille! la'r