Data-Driven Design Paper by Extractable
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Transcript of Data-Driven Design Paper by Extractable
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7/31/2019 Data-Driven Design Paper by Extractable
1/15
L Ifrrk}~kr Mfh}{g~che ^df{ed~ Gklnkr}dcp Plpkr Mfjjc}}cfhkn Bs Kt~rlm~lbgk
Nl~l*Nrcykh Nk}ceh
Ncec~lg Ktpkrckhmk ^klj} Lrk Ifm{}kn Fh Ukb}c~k Jk~rcm} ^dl~ Nfh~ Nkjfh}~rl~k B{}chk}} Ylg{k
Lprcg 20
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7/31/2019 Data-Driven Design Paper by Extractable
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Ifrrk}~kr Mfh}{g~che
Nl~l*Nrcykh Nk}ceh
Plek 5+# lhn lykrlek ~cjk }pkh~ fh ~dk }c~k $>9+# $}kk Ice{rk =#( C~} }{rprc}che ~dl~ ~df}k
jk~rcm} ~fp ~dk gc}~ bkml{}k lgfhk ~dks nfh~ nkjfh}~rl~k ~dk ylg{k l }c~k jced~ prfycnk ~f kc~dkr m{}~fjkr}
fr ~dk b{}chk}}( ]cjpgs nrcyche jfrk ~rliicm ~f l }c~k' {hgk}} ~dl~ }c~k c} }{ppfr~kn }fgkgs bs lnykr~c}che'
nfk}h~ chncml~k ~dk |{lgc~s fi ~dk ~rliicm' l{nckhmk' fr gkln}( ]cjcglrgs' lykrlek ~cjk }pkh~ fh ~dk }c~k nfk}h~
lguls} chncml~k udk~dkr yc}c~fr} ~f ~dk }c~k lrk dlyche l pf}c~cyk ktpkrckhmk( Ch}~kln' c~ mf{gn bk l }ceh ~dl~
{}kr} lrk gf}~ fh ~dk }c~k udcgk ~rsche ~f ichn ylg{k( Ichlggs' udcgk brlhn rkmfehc~cfh' ~ff' c} hf~ l bln jk~rcm
~f jkl}{rk fh l }c~k' c~ nfk}h~ chncml~k ~dk nkerkk ~f udcmd ~dk }c~k rkchifrmk} ~dk aks brlhn l~~rcb{~k} lhn
c} l jk~rcm ~dl~ ~khn} ~f gle bkdchn ~dk m{rrkh~ }c~k ktpkrckhmk(
Lg~df{ed }c~k} lrk prcjlrcgs jkl}{rkn fh jk~rcm} ~dl~ nfh~nkjfh}~rl~k b{}chk}} ylg{k' ~df}k jk~rcm} lrk ifggfukn mgf}kgs bs ~df}k ~dl~ nf chncml~che ~dl~ l mdlhek
ch ~dk uls }c~k} lrk ylg{kn jls hf~ bk ilr bkdchn( Jk~rcm} gcak m{}~fjkr }l~c}ilm~cfh $>;+#' mfhykr}cfh rl~k
$>=+#' lhn gkln} $>2+# ~dl~ nkjfh}~rl~k dfu ukgg l }c~k c} nkgcykrche fh {}kr lhn b{}chk}} eflg} ~khn ~f bk
jfrk chifrjl~cyk udkh mfh}cnkrche }c~k pkrifrjlhmk lhn cjprfykjkh~}(
Udkh uk l}akn udl~ jk~rcm} ~dk ~klj} ~dkj}kgyk} ukrk jkl}{rknfh' ~dk lbcgc~s ~f mfjpgk~k l prfokm~ fh ~cjk fr il}~kr lhn {hnkr b{nek~ ~fppkn f{r gc}~ l~ 9;+ lhn 9>+'
rk}pkm~cykgs' ifggfukn mgf}kgs bs ~dk lbcgc~s ~f brche ~f jlrak~ hku cnkl} l~ 92+ $}kk Ice{rk >#(Udkh ~cjk
lhn b{nek~ lrk ~dk prcjlrs mfhmkrh}' c~ mlh bk ~kjp~che ~f m{~ mfrhkr} fh ~dk rk}klrmd lhn ~k}~che pdl}k} fil nk}ceh prfmk}} k}pkmclggs udkh ~dk eflg ifr ~dk }c~k c} ~f nrcyk |{lh~c~s lhn }~cmachk}} l} fppf}kn ~f
|{lgc~s fi gkln lhn lbcgc~s ifr {}kr} ~f mfjpgk~k ~dkcr eflg}(
]c~k fuhkr} lg}f dcedgced~kn }fjk fi ~dkcr aksmdlggkhek} uc~d ~dkcr ktc}~che }c~k nk}ceh lhn fp~cjczl~cfh prfmk}}k}( Jfrk ~dlh fhk*~dcrn rkpfr~kn ~dl~ aks
}~lakdfgnkr} ncnh~ ~lak ch~f mfh}cnkrl~cfh ~dk nl~l ~dks {hmfykr $=5+#' lhn' mgf}kgs rkgl~kn' ~dks }lcn ~dl~
~dks el~dkr nl~l b{~ nf hf~ {}k c~ $=>+# $}kk Ice{rk ;#( Ch f~dkr ufrn}' ~dk nl~l ~dks lrk mfggkm~che ek~}
ul}~kn( Lhkmnf~lggs' ~klj} ~kgg {} fi~kh ~dl~ ~dks }~r{eegk ~f bk jfrk m{}~fjkr*mkh~rcm lhn hf~ fykrgs
ifm{}kn fh ~dk dcedk}~ plcn pkr}fh} fpchcfh(>
Udl~ nf ~klj} mfh}cnkr udkh
kylg{l~che hku ~ffg}' ~kmdhc|{k}' fr mdlhek} ~f ~dkcr nk}ceh prfmk}}k}6 Fnngs' ~dkcr prcjlrs mfhmkrh c}
hkc~dkr dfu ukgg ~dk hku ~ffg fr ~kmdhc|{k ucgg liikm~ ~dk pkrifrjlhmk fi ~dkcr ukb}c~k fr ~klj hfr ~dk ~cjk
fr mf}~ c~ ucgg ~lak ~f cjpgkjkh~( Rl~dkr ~dksrk prcjlrcgs mfhmkrhkn uc~d ~dk kt~kh~ ~f udcmd ~dk ~kmdhc|{k
ucgg jlak ~dk ~klj jlrak~ gklnche $2=+# }fjk~dche ~dl~ c} nciicm{g~ ~f jkl}{rk lhn dl} hf bklrche fh
~dk pf~kh~clg ifr ~dk ~ffg} }{mmk}} $}kk Ice{rk 9#( Ifr ktljpgk' 99+ fi rk}pfhnkh~} chncml~k ~dl~ ~dks {}k
}fmclg jkncl ch}ced~ lhn jfhc~frche ~dl~} jfrk ~dlh 20 pkrmkh~lek pfch~} jfrk ~dlh ~df}k {}che {}kr
ch~krycku}( Udcgk bf~d ~kmdhc|{k} dkgp el~dkr icr}~*pkr}fh ikknblma fr ch}ced~} irfj m{}~fjkr}' }fmclg
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7/31/2019 Data-Driven Design Paper by Extractable
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Ifrrk}~kr Mfh}{g~che
Nl~l*Nrcykh Nk}ceh
Plek 9
jkncl jfhc~frche c} fykrgs ifm{}kn fh chncycn{lg} udf lrk lm~cyk fhgchk $lhn chnkt dced ch ~dkcr }fmclg
bkdlycfr}#' lh l~~rcb{~k ~dl~ c}h~ lguls} rkgkylh~ ~f kykrs mfjplhs(
Ice{rk =^dk ^fp ^drkk Jf}~ Mfjjfh ]c~k Jk~rcm} Nfh~ Nkjfh}~rl~k B{}chk}} Ylg{k
Bl}k? 203 ncec~lg ktpkrckhmk prfik}}cfhlg}$j{g~cpgk rk}pfh}k} lmmkp~kn#
]f{rmk? L mfjjc}}cfhkn }~{ns mfhn{m~kn bs Ifrrk}~kr Mfh}{g~che fh bkdlgi fi Kt~rlm~lbgk' Fm~fbkr 20
^klj} Lrk Eflgkn Fh ]pkkn Lhn B{nek~
Bl}k? 203 ncec~lg ktpkrckhmk prfik}}cfhlg}$j{g~cpgk rk}pfh}k} lmmkp~kn#
]f{rmk? L mfjjc}}cfhkn }~{ns mfhn{m~kn bs Ifrrk}~kr Mfh}{g~che fh bkdlgi fi Kt~rlm~lbgk' Fm~fbkr 205+
>9+
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7/31/2019 Data-Driven Design Paper by Extractable
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Ifrrk}~kr Mfh}{g~che
Nl~l*Nrcykh Nk}ceh
Plek 5
Ice{rk ;
]~lakdfgnkr} Nfh~ ^lak Ktc}~che Nl~l Ch~f Mfh}cnkrl~cfh
Bl}k? 203 ncec~lg ktpkrckhmk prfik}}cfhlg}$j{g~cpgk rk}pfh}k} lmmkp~kn#
]f{rmk? L mfjjc}}cfhkn }~{ns mfhn{m~kn bs Ifrrk}~kr Mfh}{g~che fh bkdlgi fi Kt~rlm~lbgk' Fm~fbkr 20+
24+
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2
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7/31/2019 Data-Driven Design Paper by Extractable
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Ifrrk}~kr Mfh}{g~che
Nl~l*Nrcykh Nk}ceh
Plek 4
]{ryks rk}pfhnkh~} ~kgg {} ~dl~ ~dks {}k lylrck~s fi nl~l }f{rmk} l} chp{~ ~f ~dkcr nk}ceh prfmk}}( Ici~s*~drkk pkrmkh~ rkpfr~ rke{glrgs {}che |{lgc~l~cyk
nl~l' 9>+ rke{glrgs {}k |{lh~c~l~cyk nl~l' ;3+ rke{glrgs {}k mfjpk~c~cyk jlrak~ nl~l' >5+ rke{glrgs {}k
~k}~che nl~l' lhn ;3+ rke{glrgs {}k ~dkcr ch~krhlg yc}cfh lhn rfln jlp ~f e{cnk }c~k fp~cjczl~cfh $}kk Ice{rk
5#(
Jlhs icrj} rkpfr~ ~dl~ ~dksnfh~ {}k ~kmdhc|{k} gcak mlrn }fr~che $>9+#' k~dhferlpds $>>+#' ukb}c~k }k}}cfh rkmfrnche lhn pglsblma
~ffg} $>;+#' ksk ~rlmache }~{nck} $>>+#' lhn {}lbcgc~s glb ~k}~che $=0+# $}kk Ice{rk 4#(; Ch}~kln' ~dks ifm{}
fh ~kmdhc|{k} gcak }klrmd khechk }klrmd ~krj lhlgs}c} $5;+#' bkdlycfrlg ukb lhlgs~cm} $52+#' lhn fhgchk
}{ryks lhn ikknblma ~ffg} $95+# $}kk Ice{rk 3#( Udcgk ~dk}k ~ffg} lrk bkhkicmclg' ~dks ifm{} jfrk fh ~dk
bkdlycfr {}kr} ktdcbc~ fh ukb}c~k} ~fnls lhn ~dk cjjkncl~k brklanfuh} ch ~dl~ ktc}~che ktpkrckhmk( ^dks
lrk gk}} ifm{}kn fh cnkh~cische nrcykr} fi ~dl~ bkdlycfr ch frnkr ~f nrcyk gfhe*~krj chhfyl~cfh( ^dk}k
~kmdhc|{k} ~dl~ icrj} rkgs fh lrk rkpfr~} md{rhkn f{~ bs }s}~kj} ~dl~ rk|{crk fhk*~cjk cjpgkjkh~l~cfh( ^dk
fhk} ~dks cehfrk rk|{crk chyk}~jkh~ fi ~cjk lhn rk}f{rmk} ~f ktkm{~k lhn lhlgszk klmd ~cjk ~dk ~kmdhc|{k c}
{}kn lhn' l} l rk}{g~' prfycnk nciikrkh~ rk}{g~}(
Hf~lbgs jc}}che irfj ~dk gc}~ fi irk|{kh~gs{}kn lhn hf~ m{rrkh~gs {}kn jk~dfnfgfeck} ukrk }~rl~kecm ~ffg} gcak m{}~fjkr of{rhks jlp} lhn bkdlycfrlg
}kejkh~l~cfh $pkr}fhl}#( B{~ ~dks ncn ~fp ~dk gc}~ fi ~kmdhc|{k} ~dl~ icrj} ukrk m{rrkh~gs mfh}cnkrche {}che
ch ~dkcr ukb}c~k nk}ceh lhn fp~cjczl~cfh prfmk}}( ^dcr~s*~uf pkrmkh~ fi icrj} lrk mfh}cnkrche m{}~fjkr
of{rhks jlp}' udcgk 25+ lrk mfh}cnkrche bkdlycfrlg }kejkh~l~cfh}( ^ukh~s pkrmkh~ lhn =2+ fi icrj}'
rk}pkm~cykgs' lrk lgrklns gkykrleche ~dk}k ~kmdhc|{k} ~fnls $}kk Ice{rk
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7/31/2019 Data-Driven Design Paper by Extractable
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Ifrrk}~kr Mfh}{g~che
Nl~l*Nrcykh Nk}ceh
Plek 3
Ice{rk 4
Icrj} Glrekgs Hkegkm~ \{lgc~l~cyk Rk}klrmd
Bl}k? 203 ncec~lg ktpkrckhmk prfik}}cfhlg}$j{g~cpgk rk}pfh}k} lmmkp~kn#
]f{rmk? L mfjjc}}cfhkn }~{ns mfhn{m~kn bs Ifrrk}~kr Mfh}{g~che fh bkdlgi fi Kt~rlm~lbgk' Fm~fbkr 20
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7/31/2019 Data-Driven Design Paper by Extractable
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Ifrrk}~kr Mfh}{g~che
Nl~l*Nrcykh Nk}ceh
Plek
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7/31/2019 Data-Driven Design Paper by Extractable
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Ifrrk}~kr Mfh}{g~che
Nl~l*Nrcykh Nk}ceh
Plek
-
7/31/2019 Data-Driven Design Paper by Extractable
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Ifrrk}~kr Mfh}{g~che
Nl~l*Nrcykh Nk}ceh
Plek '333kjpgfskk}
=
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7/31/2019 Data-Driven Design Paper by Extractable
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Ifrrk}~kr Mfh}{g~che
Nl~l*Nrcykh Nk}ceh
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7/31/2019 Data-Driven Design Paper by Extractable
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Ifrrk}~kr Mfh}{g~che
Nl~l*Nrcykh Nk}ceh
Lppkhnct M? Khnhf~k}
< Kylg{l~che ~dk kiikm~cykhk}} fi ~dk}k ch~krlm~cfh mdlhhkg} rk|{crk} l pfr~ifgcf fi ~ffg}' klmd uc~d }~rkhe~d} lhn
uklahk}}k} ch ~krj} fi ~dk ~spk} fi ch}ced~ ~dks prfycnk' ~dk rk}f{rmk} lhn }acgg} ~dks rk|{crk' lhn ~dkcr
{}ki{ghk}} lmrf}} mdlhhkg}( ]f{rmk? Mfjplhck} Hkkn L Pfr~ifgcf Fi ^ffg} ^f Kylg{l~k ^dk M{}~fjkr Ktpkrckhmk'
Ifrrk}~kr Rk}klrmd' Chm(' O{hk 2' 2009(
2 Rk}klrmd ~kmdhc|{k}' udcgk pgkh~ci{g' ilgg ch~f ~drkk aks b{mak~}( Ktpgfrl~frs rk}klrmd jk~dfn} {hmfykr
bkdlycfr}' kjf~cfh}' lhn nk}crk ~dl~ mlh }kkn hku mfhmkp~}( Kyfg{~cfhlrs rk}klrmd jk~dfn} mlh dkgp nkichk fr
ylgcnl~k l mfhmkp~( Kylg{l~cyk jk~dfn} dkgp cjprfyk ktc}~che ch~krilmk}( ]f{rmk? Dfu ^f Mrli~ Sf{r M{}~fjkr
Rk}klrmd Pglh' Ifrrk}~kr Rk}klrmd' Chm(' Nkmkjbkr 20' 20