intro to jour_final project
TRANSCRIPT
8/8/2019 Intro to Jour_final Project
http://slidepdf.com/reader/full/intro-to-jourfinal-project 1/17
U}ggdgj hmnc? LKGRMUJMGLM NGC AMCDN FDSMUNLT
Lkgrmujmglm ngc n Gmz Njm kb Amcdn Fdsmunlt
Snhdun Gnsnfdm Lnusmu
Lnamukg ]gdrmu|dst
8/8/2019 Intro to Jour_final Project
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LKGRMUJMGLM NGC AMCDN FDSMUNLT 5
Lkgrmujmglm ngc n Gmz Njm kb Amcdn Fdsmunlt
Dgsukc}lsdkg
Amcdn n| zm igkz ds d| unpdcft lhngjdgj& shm fdgm| shns kglm cd|sdgj}d|hmc shm numn| kb
pudgs& uncdk ngc smfmrd|dkg hnrm gkz ef}uumc dgsk kgm ngc shm znt| dg zhdlh zm lkg|}am shd|
hteudc bkua kb amcdn hnrm nf|k lhngjmc'
\smaadgj buka shm dglmpsdkg kb shm pudgsdgj pum|| ngc shm |}e|m~}mgs an||
lkaa}gdlnsdkg kb dcmn|& shm lkglmps kb amcdn fdsmunlt gns}unfft emlnam n skpdl kb dgsmum|s ngc
dapkusnglm' Shm zdcmu nllm||dedfdst kb pudgsmc ansmudnf| fmc sk n cun|sdl ud|m dg shm nc}fs fdsmunlt
unsm shuk}jhk}s M}ukpm'(Gmz Zkufc Mgltlfkpmcdn& 5008$N| fdsmuns}um emlnam akum nbbkucnefm&
shm l}fs}um kb umncdgj nf|k lhngjmc buka p}efdl kunf umncdgj| sk |dfmgs& pudrnsm umncdgj|'
P}efdl umncdgj| ngc shm kunf cd||madgnsdkg kb dcmn| bk}gc n gmz pfnlm dg |kldmstrdn n
amcd}a lnffmc shm uncdk' Szmgst tmnu| nbsmu shm smfmphkgm zn| dgrmgsmc ngc a}|dl zn| bdu|s |mgs
ckzg n smfmphkgm fdgm& J}jfdmfak Anulkgd |}llm||b}fft |mgs shm bdu|s sung|nsfngsdl zdumfm|| |djgnf
dg >40>'(Mgltlfkpmcdn Eudsnggdln& 50>0$
Zdsh shm cmrmfkpamgs kb phkskjunpht dg shm >4sh lmgs}ut& lkg|}amu| mxpmudmglmc kgm kb
shm bdu|s bkua| kb amcdn lkgrmujmglm zhmumet phkskjunph| zmum lkaedgmc zdsh smxs' Shm
|}llm|| kb shd| lkgrmujmglm pnrmc shm znt bku kshmu pudgs+phkskjunph p}efdlnsdkg| |}lh n|
anjn dgm| ngc euklh}um|'
Shm dggkrnsdkg shns zn| bdfa ngc shm smfmrd|dkg hkzmrmu& zk}fc snim lkgrmujmglm sk n
zhkfm gmz fmrmf' Danjm|& |k}gc ngc junphdlnf smxslk}fc gkz em pukomlsmc kg n |lummg
|da}fsngmk}|ft ngc dg aksdkg'
8/8/2019 Intro to Jour_final Project
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LKGRMUJMGLM NGC AMCDN FDSMUNLT <
Smfmrd|dkg ~}dlift emlnam shm pudanut |k}ulm kb dgbkuansdkg ngc mgsmusndgamgs ngc
lkg|}amu| zmum shudffmc zdsh shm pk||dedfdsdm| shns shd| gmz lkgrmujmc amcd}a kbbmumc' Shm
smfmrd|dkg& nfshk}jh mrkfrdgj dg shm ungjm kb |murdlm| shns ds kbbmumc ngc shm |d m ngc |hnpm| kb
|ms| nrndfnefm& hn| umandgmc m||mgsdnf shuk}jhk}s shm tmnu|'
Bku shm pn|s lk}pfm cmlncm| shm|m shumm bkua| kb amcdn? pudgs& uncdk ngc smfmrd|dkg hnrm
ckadgnsmc shm an|| amcdn numgn& m|snefd|hdgj shma|mfrm| n| amcdn²| shumm bk}gcnsdkg pdffnu|'
E}s shm dgrmgsdkg kb shm Dgsmugms dg shm 50sh Lmgs}ut kglm njndg lkgrmujmc nff mxd|sdgj amcdn dgsk
kgm |k}ulm'
Zhns anim| shd| mun kb lkgrmujmglm cdbbmumgs& hkzmrmu& d| shm hmdjhsmgmc pk||dedfdst kb
}|mu dgsmunlsdkg' Shm cmld|dkg| nek}s rdmzdgj lkgsmgs num gkz& nfak|s mgsdumft& lkgsukffmc et shm
lkg|}amu' Shm Dgsmugms hn| lumnsmc n zhkfm gmz |ms kb u}fm| ngc n| shm anuims |su}jjfm| sk ncnps
sk shd| gmz bkua kb amcdn lkgrmujmglm& zm skk& n| lkg|}amu|& bdgc k}u|mfrm| cmrmfkpdgj gmz
hneds| kb lkg|}apsdkg'
Skcnt²| lkg|}amu d| n a}fsdsn|imu9 gks kgft nefm sk ckadgnsm gmz smlhgkfkjdm| e}s
}gnefm sk fdrm zdshk}s shma' Dg umlmgs tmnu| smlhgkfkjdlnf ncrnglmamgs| ancm dg shm numn kb
lkg|}amu mfmlsukgdl| hnrm sung|bkuamc lkg|}amu pkusnefm cmrdlm| buka amum cmrdlm| dgsk
}ed~}dsk}| fdbm|stfm pukc}ls|' (Jmu|kg& 500:$
Shm Dgsmugms d| gkz dg mrmut n|pmls kb k}u fdrm|& ds d| dg shm akugdgj pnpmu shns zm }|mc sk
umnc krmu eumnibn|s e}s gkz umnc rdn k}u akedfm phkgm& lkap}smu& dpkc ku dpnc' Zm |sdff fd|smg sk
uncdk& a}|dl ngc pkcln|s| e}s ds d| akum lkgrmgdmgs sk nllm|| shma rdn shm Dgsmugms emln}|m zm
lng jms shm dgbkuansdkg cdumlsft' Shm |nam d| su}m bku k}u smfmrd|dkg |ms|& zm |sdff }|m shma e}s shm
8/8/2019 Intro to Jour_final Project
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LKGRMUJMGLM NGC AMCDN FDSMUNLT 3
jumns anokudst kb lkg|}amu| num fmngdgj skznuc lnefm ku |nsmffdsm smfmrd|dkg emln}|m ds kbbmu| akum
bummcka sk nllm|| lkgsmgs zhmg shm }|mu zngs| ngc gks zhmg shm gmszkui zngs|' Mrmg smfmphkgm
lnff| num gkz ancm rdn shm Dgsmugms& emln}|m ds pukrm| sk em lhmnpmu shng ak|s |murdlm pukrdcmu|'
Zm hnrm emlkam ng ¼kg!cmangc³ |kldmst (Pkssmu& 50>0$' Lkg|}amu| num gkz }|mc sk
nllm||dgj dgbkuansdkg ns shm lfdli kb n e}sskg ngc hnrm shm nedfdst sk |hnum ngc lumnsm dgbkuansdkg
shns shmt emfdmrm d| kb p}efdl dgsmum|s' Zhns ckm| shd| amng bku amcdn fdsmunlt; Amcdn fdsmunlt lng
cm cmbdgmc n| shm nedfdst sk }gcmu|sngc hkz an|| amcdn zkui& hkz shmt pukc}lm amngdgj|& hkz
shmt num kujngd mc& ngc hkz sk }|m shma zd|mft' (Ffktc!Ikfidg ngc Stgmu& >44>$ Db lkg|}amu|
num gkz lkgsmgs lumnsku|& shm ukfm kb amcdn fdsmunlt d| gk fkgjmu sk |dapft smnlh shma hkz shm
amcdn nbbmls| shma e}s nf|k hkz shmdu lkgsmgslng pksmgsdnfft nbbmls kshmu|'
Shm bdu|s |mlsdkg kb shd| pnpmu nccum||m| shm znt| dg zhdlh smnlhdgj amcdn fdsmunlt& n| n
punlsdlnf lkglmps& hnrm lhngjmc n| n um|}fs kb shm lkgrmujmglm kb amcdn& gmz smlhgkfkjdm| ngc
shm Dgsmugms' Rnudk}| umlmgs |lhkfnuft nusdlfm| num umrdmzmc ngc shmdu bdgcdgj| num mxnadgmc sk
lumnsm n lfmnu pdls}um kb shm |ds}nsdkg ns hngc' Shm |mlkgc |mlsdkg kb shm pnpmu fkki| ns shm znt|
dg zhdlh gmz bkua| kb smnlhdgj lng em nckpsmc sk mg|}um shns |s}cmgs| }gcmu|sngc shm gmz
dapfdlnsdkg| kb amcdn fdsmunlt dg ng Dgsmugms njm& |}lh n| lkptudjhs ngc dgrn|dkg kb pudrnlt fnz|
ngc shm znt| sk umnc ngc zudsm dg a}fsdamcdn fngj}njm'
Enlijuk}gc
Okng N' Fdppdglkss d| N||kldnsm Mxml}sdrm Cdumlsku kb shm Lknfdsdkg bku Gmszkuimc
Dgbkuansdkg (LGD$ ngc dg 500: |hm cdc n |s}ct lnffmc M!Lkgsmgs zhmum |hm bkl}|mc kg |s}cmgs|
n| lkgsmgs lumnsku| ngc shm lkgrmujmglm kb fdsmunldm|' Nllkucdgj sk Fdppdglkss& ds d| gmlm||nut sk
8/8/2019 Intro to Jour_final Project
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LKGRMUJMGLM NGC AMCDN FDSMUNLT =
smnlh |s}cmgs| hkz sk |}urdrm dg n lkgrmujdgj zkufc emln}|m kglm shmt junc}nsm shmdu mapfktmu|
zdff mxpmls shma sk em rmu|m dg rnudk}| numn|'
A}lh fdim shm bnls shns ds d| unum sk bdgc n smlhgkfkjdlnf cmrdlm shns kgft pmubkua| kgm
b}glsdkg ngtakum& ds d| emlkadgj o}|s n| cdbbdl}fs sk bdgc oke| zhmum tk} num um~}dumc sk an|smu
kgft kgm numn kb mxpmusd|m' Lumnsdgj n rdcmk bku ng ncrmusd|dgj |pks bku n lkapngt ant um~}dum
shm }|m kb rnudk}| |idff| |}lh n| phkskjunpht& cdumlsdgj& dgrm|sdjnsdkg& eukncln|s bku rkdlm krmu²|&
junphdl cm|djg& rdcmk umlkucdgj ngc rdcmk mcdsdgj'
Mfd nemsh Cnfmt ngc hmu lkffmnj}m| ns shm Dg|sds}sm bku A}fsdamcdn Fdsmunlt ns shm
Nggmgemuj Lmgsmu ns shm ]gdrmu|dst kb \k}shmug Lnfdbkugdn emfdmrm shns ¼shk|m zhk num su}ft
fdsmunsm dg shm szmgst!bdu|s lmgs}ut zdff em shk|m zhk fmnug sk eksh umnc ngc zudsm shm a}fsdamcdn
fngj}njm kb shm |lummg³' Ns shmdu ]gdrmu|dst lk}u|m| num kbbmumc shns hmfp |s}cmgs| sk nssndg
ngnftsdlnf |idff| shns num |dadfnu dg |lkpm ngc cmpsh sk shk|m |idff| cmrmfkpmc et fdsmuns}um |s}cmgs|
e}s nppfdmc sk cdjdsnf amcdn' (Cnfmt& 500<$
Shmum num kshmu|& |}lh n|Omgidg|&P}u}|hksan& Lfdgskg& Zmdjmf " Uked|kg (5002$ shns
emfdmrm shns amcdn fdsmunlt |idff| bku cdjdsnf amcdn |hk}fc em sn}jhs sk |s}cmgs| ns n tk}gjmu njm'
Shmdu dgrm|sdjnsdkg| bk}gc shns um|mnulh |idff| ngc smlhgdlnf |idff| |hk}fc nllkapngt shm
cmrmfkpamgs kb zudssmg |idff| bku |s}cmgs| |k shns shmt zk}fc em nefm sk dgsmunls dg skcnt²|
lkaa}gdsdm| dg n amngdgjb}f znt'
Dg nccdsdkg& ngc rmut dapkusngsft& n| |s}cmgs| emlkam nlsdrm pnusdldpngs| dg shm lumnsdkg
kb amcdn lkgsmgs shmt gmmc sk em nznum shmdu um|pkg|dedfdsdm| n| amaemu| kb shm dgbkuansdkg
|kldmst'Ds d| lu}ldnf shns shmt }gcmu|sngc shm mshdlnf ngc fmjnf dapfdlnsdkg| kb shm }|m kb
dgbkuansdkg bk}gc ngc p}efd|hmc kg shm Dgsmugms' (Fdppdglkss& 500:$
8/8/2019 Intro to Jour_final Project
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LKGRMUJMGLM NGC AMCDN FDSMUNLT 2
Zhdfm shm|m gmz smlhgkfkjdm| pukaksm angt emgmbds| n| bnu n| shm cmaklunsd nsdkg kb
dgbkuansdkg |}lh n| pnusdldpnsdkg& pf}unfdst& ngc cdrmu|dst kb kpdgdkg|& emln}|m kb shmdu kpmg
gns}um shmt nf|k eudgj nek}s angt gmjnsdrm lhnffmgjm|' Shm dg|sdffnsdkg kb jkkc amcdn fdsmunlt
punlsdlm| dg |s}cmgs| ngc ldsd mg| kg n zhkfm lk}fc mfdadgnsm n jumns cmnf kb pukefma| |}lh n|
ad|dgbkuansdkg& lkptudjhs d||}m|& ngc }|mu| mgjnjdgj dg }ghmnfsht hneds|' Shm cmrmfkpamgs kb
mbbmlsdrm amcdn fdsmunlt |idff| lng hmfp }|mu| puksmls shma|mfrm| ngc kshmu| buka hnuab}f lkgsmgs'
(N~dfd ngc Gn|dud& 50>0$
U m|mnulh ^}m|sdkg|
Dg ng njm kb lkgrmujmglm& hkz }ujmgs d| shm gmmc sk smnlh |s}cmgs| amcdn fdsmunlt n| ds
pmusndg| sk shm Dgsmugms;
\hk}fc amcdn fdsmunlt em n angcnskut lk}u|m bku nff |s}cmgs| kb njm sk nllm|| n lkap}smu
ku zme cmrdlm;
Amshkc
Ffktc!Ikfidg ngc Stgmu (>44>$ kbbmu |kam rmut en|dl mxpfngnsdkg| kb amcdn fdsmunlt dg
shmdu ekki Amcdn " Tk} ' Shd| ekki nckps| n |dapfdbdmc amshkc kb smnlhdgj |k shns shm dcmn| kb
shm n}shku lng em b}fft }gcmu|skkc et smnlhmu| ngc sn}jhs sk fkzmu fmrmf |s}cmgs|'
Shm n}shku| cmbdgm amcdn fdsmunlt ngc mxpfndg zht ds d| ng dapkusngs |idff bku lhdfcumg sk
fmnug' Shmt shmg m|snefd|h bdrm lfmnu n|pmls| kb amcdn fdsmunlt shns shm ekki zdff nccum|| ngc
|mpnunsm shm|m n|pmls| dgsk }gds|' Shm bdu|s }gds m|snefd|hm| shm pum|mglm kb shm amcdn n|
}ed~}dsk}| dg k}u cndft fdrm| ngc akum dapkusngsft dg shm fdrm| kb k}u lhdfcumg' Shm |mlkgc }gds
8/8/2019 Intro to Jour_final Project
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LKGRMUJMGLM NGC AMCDN FDSMUNLT :
nccum||m| shm ludsdlnf ~}m|sdkg| shns zm a}|s sundg k}u|mfrm|& n| amcdn lkg|}amu|& sk ng|zmu'
^}m|sdkg| |}lh n| zh k d| lkaa}gdlnsdgj ngc zht &zh ns stpm kb smxs d| ds&hkz d| ds pukc}lmc ngc
zh k umlmdrm| ds; Shm shduc }gds kb shm ekki cmnf| zdsh amcdn pukc}lsdkg ngc amcdn fdsmunlt' Ds
bkl}|m| kg shm bnls shns amcdn ckm| gks ½o}|s hnppmg²& shmumbkum mrmut am||njm d| lumnsmc zdsh
ngc n}cdmglm dg adgc ngc zdsh ng keomlsdrm dg adgc' Ds nf|k cm|ludem| shm znt| dg zhdlh |s}cmgs|
ngc smnlhmu| lng jk nek}s lumnsdgj shmdu kzg amcdn' Shm bk}ush }gds d| ng krmurdmz kb shm
pumrdk}| lhnpsmu| ngc mxpfndg| shm znt| dg zhdlh smnlhmu| lng sm|s shm |s}cmgs²| igkzfmcjm kg
shm |}eomls anssmu' Ngc bdgnfft& shm bdbsh }gds kb shm ekki cmakg|sunsm| shm znt| dg zhdlh amcdn
fdsmunlt lng em dgsmjunsmc dgsk lfn||ukka nlsdrdsdm| |k shns emlkadgj nznum kb amcdn zk}fc em¼n| gns}unf n| eumnshdgj³'
Zhdfm Amcdn " t k} bkl}|m| jumnsft kg amcdn fdsmunlt ngc pudgsmc zkui| ds d| dapkusngs sk
umamaemu shns amcdn lkam| ns }| dg n pfmshkun kb znt|' Cnfmt (500<$ncrklnsm| ng mxpng|dkg kb
shm lkglmps kb fdsmunlt shns d| gks fdadsmc kgft sk shm }gcmu|sngcdgj kb zhns d| zudssmg dg
½smxs|²'\hm bfm|hm| k}s ½a}fsdamcdn fngj}njm² n| ½danjm| ngc |k}gc|& dgsmjunsmc dg n sdam!en|mc
amcd}a ²' Shd| d| ng mun ckadgnsmc et shm |lummg| ngc shns shmt |pmni shmdu kzg fngj}njm& zhns
|hm lnff| ½shm a}fsdamcdn fngj}njm²& zhdlh hn| emlkam shm l}uumgs rmugnl}fnu lnpnefm kb
jmgmunsdgj lkapfmx amngdgj| dgcmpmgcmgs kb shm smxs|' \dglm shm gmz fngj}njm |hnpm| shm znt
pmkpfm shdgi& lkaa}gdlnsm ngc um|mnulh& shm su}ft fdsmunsm kgm| num shk|m ½zh k umnc ngc z udsm dg
a}fsdamcdn fngj}njm kb s hm |lummg²' \da}fsngmdst& um!lkgsmxs}nfd nsdkg& umpfdlnsdkg& |tgshm|d dgj
ngc |napfdgj& num puklm||m| shns num gns}unf sk a}fsdamcdn ngc dgsmunlsdrdst' Zudsdgj a}fsdamcdn
fngj}njm d| n lkffmlsdrm nlsdrdst n| shm gmz a}fsdamcdn fngj}njm |pmnimu| num nf|k n}shku|'
Bdgnfft& Cnfmt pund|m| shm ncrngsnjm| shns shm rd|}nf (|k}gc& c}unsdkg& lkfku ngc cm|djg$
hn| krmu shm pudgs emln}|m ds nppukpudnsmft rnf}m| n|pmls| kb mxpmudmglm shns lnggks em lkgsndgmc
8/8/2019 Intro to Jour_final Project
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LKGRMUJMGLM NGC AMCDN FDSMUNLT 8
dg ekki| n| zmff ds lnps}um| gkgrmuenf akcm| kb shk}jhs ngc gkgfdgmnu lkg|su}lsdkg| zhdfm ns shm
|nam sdam mgjnjdgj k}u maksdkgnf ngc nm|shmsdl |mg|dedfdsdm|' \hm umlkaamgc| shd| nlncmadl
fdgm kb smnlhdgj&n| mgcku|mc et shm Dg|sds}sm bku A}fsdamcdn Fdsmunlt& sk nff }gdrmu|dsdm|'
Fdppdglkss(500:$ nccum||m| shm znt| dg zhdlh }gdrmu|dsdm| lng pumpnum |s}cmgs| sk em
lkgsmgs lumnsku|' \hm |}jjm|s| n ½lkgrmujmglm kb fdsmunldm|² kb shm cd|ldpfdgm| kb shmdu mxpmusd|m n|
shm znt sk jk'Nllkucdgj sk Fdppdglkss mrmut cd|ldpfdgm |hk}fc lnuut n a}fsdcd|ldpfdgnut nppuknlh
sk lkrmu nff shm gmlm||nut |idff| shns pukbm||dkgnf| kb shm bdmfc gmmc sk mxml}sm shmdu pukomls|' Shd|
nppuknlh gkuanfft dglf}cm| kgft dgbkuansdkg ngc smlhgkfkjt |idff|& e}s |hmn||mus| shm gmmc
kbnf|k dglkupkunsdgj amcdn fdsmunlt |idff| dgsk shm l}uudl}fn' Dg fdgm zdsh Cnfmt (500<$& Fdppdglkss
nf|k |}ppkus| shm dcmn shns }gdrmu|dsdm| |hk}fc ck n emssmu oke ns pumpnudgj |s}cmgs| sk em cdjdsnf
n}shku| ngc shns shd| |hk}fc em pnus kb shm cm|dumc k}slkam kb shmdu |s}cdm|' Hkzmrmu& |hm
nligkzfmcjm| shns& jdrmg shm lkapfmx gns}um kb amcdn lkgsmgs|& shmum zdff em pukefma| dg
cm|djgdgj n pfng sk dapfmamgs shd|' \hm nccum||m| shm gmmc sk n||d|s shm bnl}fst ngc nlncmadl
ncadgd|sunsku| dg }gcmu|sngcdgj shm mamujdgj l}uudl}fnu maphn|d| kg amcdn fdsmunlt' \hm |snsm|
shns ds d| shm dgsukc}lsdkg kb amcdn fdsmunlt dg shm l}uudl}fn shns bunam|¼shm cd|l}||dkg kb fdsmunldm
dg shm lkgsmxs kb nlncmadl zkui pukc}ls| unshmu shng dg shm lkgsmxs kb kujngd nsdkgnf |su}ls}um|²'
Zhdfm Fdppdglkss (500:$ ckm| ng mxlmffmgs oke kb k}sfdgdgj shm numn| kb amcdn fdsmunlt shns
}gdrmu|dsdm| gmmc sk nccum|| snidgj dgsk lkg|dcmunsdkg shns shmdu |s}cmgs| num emlkadgj nlsdrm
lkgsmgs lumnsku|& |hm cdc gks jdrm ngt dg|djhs n| sk shm znt| dg zhdlh shm|m punlsdlm| lk}fc em
dapfmamgsmc' N~dfd ngc Gn|dud(50>0$cmfdgmnsmmdjhs bnlsku| shns ant pfnt n imt ukfm dg shm
|}llm||b}f cmrmfkpamgs ngc ncrnglmamgs kb amcdn fdsmunlt dg |lhkkf|& shmt num? anidgj amcdn
fdsmunlt kefdjnskut dg |lhkkf|& }|dgj amcdn fdsmunlt pukbm||dkgnf| sk sundg b}s}um smnlhmu|& sundgdgj
smnlhmu| sk dapfmamgs |}lh pukjuna| kb amcdn fdsmunlt& hdudgj amcdn fdsmunlt lkg|}fsngs| dg
8/8/2019 Intro to Jour_final Project
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LKGRMUJMGLM NGC AMCDN FDSMUNLT 4
|lhkkf|& hdudgj dgdsdnsdrm pukbm||dkgnf| sk pukrdcm l}uudl}f}a|& cmrmfkpdgj GJK| ngc
lkaa}gdsdm| sk |}ppkus amcdn fdsmunlt nlsdrdsdm| ngc hkfcdgj zkui|hkp| sk sundg pnumgs| ngc
bnadfdm| sk mgjnjm dg amcdn fdsmunlt nlsdrdsdm|'
Shm n}shku| nf|k fkki ns shm cmbdgdsdkg kb amcdn fdsmunlt ngc nccum|| rnudk}| ~}m|sdkg|&
|}lh n| ¼zht |hk}fc kgm fmnug amcdn fdsmunlt;³ ngc ¼zht |hk}fc amcdn fdsmunlt em sn}jhs;³Shmdu
nusdlfmmxnadgm| shm znt| dg zhdlh ½fdsmunlt² hn| lhngjmc krmu shm lmgs}udm|& buka |ludeefm| kg
ukli sk pudgs& uncdk& smfmrd|dkg ngc shm Dgsmugms' Jumns bkl}| d| pfnlmc kg shm ukfm amcdn fdsmunlt
hn| pfntmc dg mc}lnsdkg ngc shm cmrmfkpamgs kb shm jmgmunf igkzfmcjm kb ldsd mg|' Shm n}shku|
anim n lkapnud|kg emszmmg fmnugdgj dg shm >4sh
ngc 50sh
lmgs}udm| ngc fmnugdgj dg shm szmgsdmshlmgs}ut' Zhdfm fmnugdgj dg shm 50sh lmgs}ut zn| |sdff jumnsft bkl}|mc kg shm ngnft|d| kb pudgsmc
igkzfmcjm ngc shmum zn| n fdads sk shm nak}gs kb dgbkuansdkg shns zn| umncdft nllm||defm& dg shm
5>|s lmgs}ut shm|m fdadsnsdkg| cd|nppmnumc ngc shm bkl}| akrmc sk ngnft|d| kb a}fsdamcdn
dgbkuansdkg'
Snefm > Umrkf}sdkg kb Fmnugdgj krmu shm Lmgs}udm|
Fmnugdgj dg shm >4s ngc 50 s Lmgs}udm| Fmnugdgj dg shm 5>|s Lmgs}utFdadsmc nllm|| sk igkzfmcjm ngc dgbkuansdkg(d'm' lkgsmgs$ Ns bdu|s shuk}jh shm pudgsdgj(pudgsdgj$
]gfdadsmc nllm|| sk igkzfmcjm ngcdgbkuansdkg (d'm' lkgsmgs$ Shuk}jh Dgsmugms
Maphn|d| kg fmnugdgj lkgsmgs shns ant em }|mcngc ant nf|k gks em }|mc dg pmkpfm²| fdrm|
Maphn|d| kg puklm|| |idff| bku fmnugdgjshuk}jh pmkpfm²| fdbmsdam
Shm jknf d| shm |idff| dg lkgsmgs igkzfmcjm(fdsmuns}um& hd|skut& |ldmglm msl'$
Shm jknf d| fmnugdgj |idff| (nllm||& ngnft|d|&mrnf}nsdkg ngc lumnsdrdst$ sk |kfrm pukefma|
Bnls| ngc igkzfmcjm num jdrmg buka smnlhmu|sk p}pdf|
Smnlhmu| }|m shm amshkc kb cd|lkrmut ngc shmgmmc sk fmnug
Ngnft|d| kb pudgsmc igkzfmcjm A}fsd!amcdn dgbkuansdkg ngnft|d|]|dgj pnpmu ngc pmg ku dgbkuansdkg puklm||dgj}|mc sk mxpum|| lkgsmgs
]|dgj a}fsdamcdn smlhgkfkjdlnf skkf| bku mxpum||dgj shm lkgsmgs
Fdadsmc lfn||ukka fmrmf fmnugdgj ngc p}efd|hdgj
Jfkenf fmnugdgj ngc p}efd|hdgj
8/8/2019 Intro to Jour_final Project
http://slidepdf.com/reader/full/intro-to-jourfinal-project 10/17
LKGRMUJMGLM NGC AMCDN FDSMUNLT >0
Fmnugdgj buka smxsekki |k}ulm|& m|pmldnfft pudgsmc
Fmnugdgj buka cdbbmumgs |k}ulm| dg shm pum|mgszkufc& m|pmldnfft buka shm rd|}nf ngc mfmlsukgdl|k}ulm|
Lkglmps}nf dgcdrdc}nf!en|mc fmnugdgj Pukomls smna!en|mc fmnugdgjPmkpfm kb lmusndg njm hnrm nllm|| sk igkzfmcjm
lkgsmgs
Nff pmkpfm kb nff njm| hnrm nllm|| sk
igkzfmcjm lkgsmgs\idff| num kesndgmc shuk}jh pnpmu ngc sm|sdgj \idff| num kesndgmc shuk}jh rnudk}| amcdnSmnlhmu| |mfmls ansmudnf| ngc jdrm fmls}um| Smnlhmu| |mfmls bunamzkui ngc kbbmu sdp|Smnlhmu| nllm|| |s}cmgs| zkui ngc |lkum \s}cmgs| pn|| n amn|}um sk mrnf}nsm shmdu kzg
zkui Mc}lnsdkg d| shuk}jh p}efdl smxsekki| shns ckgks anslh shm |}eomls| kb smnlhdgj
Mc}lnsdkg d| shuk}jh p}efdl sundgdgj |sngcnuc|lkg|d|smgs zdsh shm sm|s|
(Shkang& 500=$
Shm dapfdlnsdkg| kb shd| |hdbs dg igkzfmcjm nl~}d|dsdkg buka pudgsmc ansmudnf| sk cdjdsnf
ansmudnf| |}lh n| shm cngjmu| kb ad|dgbkuansdkg& }gsu}|szkusht zme|dsm| ngc lkptudjhs d||}m|
zmum nf|k cd|l}||mc'
Zhdfm shm pumrdk}| nusdlfm| bkl}|mc jumnsft kg }gdrmu|dst |s}cmgs| ngc shm rnudk}| znt| sk
jk nek}s smnlhdgj shma amcdn fdsmunlt n| ds pmusndg| sk shm cdjdsnf zkufc& shmum d| |sdff shm anssmu
kb tk}gjmu lhdfcumg zhk num nf|k mxpk|mc sk ngc }|m amcdn' Mgk (5008$ |}ppkus| dgsukc}ldgj
amcdn fdsmunlt fmnugdgj rmut mnuft dg lhdfchkkc& ns shm njm kb mdjhs ku tk}gjmu'
En|mc kg hmu pmu|kgnf mxpmudmglm dg zkuidgj zdsh lhdfcumg ngc anidgj lumnsdrm rdcmk|
ngc fdrm!nlsdkg bdfa| en|mc kg shmdu danjdgnsdrm ncrmgs}um|& |hm lkglf}cm| ¼amcdn pfnt n h}jm
ukff dg shmdu }peudgjdgj³' Zhmg lhdfcumg emlkam n}shku|& shm mxpmudmglm shmt jk shuk}jh d|
cmmpmu dg amngdgj ngc akum mgudlhdgj shng shm mxpmudmglm shmt }gcmujk zhmg shmt num kgft
pn||drm rdmzmu| kb smfmrd|dkg'
Nbsmu |mmdgj shm rdcmk| shns shmt ancm |kam lhdfcumg anim pkmsdlnf lkaamgs| zhdlh shm
n}shku bdgc| |djgdbdlngs dg angt znt|? ¼ Akum shng ngtshdgj& shm|m pkma| umadgc am shns shd|
zkui d| gks nek}s smlhgkfkjt n| ng mgc dg ds|mfb& e}s nek}s shm mbbmlsdrm }|m kb smlhgkfkjt sk
mgnefm lhdfcumg sk umnlh emtkgc& sk n jumnsmu& cmmpmu& akum nzm!dg|pdudgj }gcmu|sngcdgj kb shm
8/8/2019 Intro to Jour_final Project
http://slidepdf.com/reader/full/intro-to-jourfinal-project 11/17
LKGRMUJMGLM NGC AMCDN FDSMUNLT >>
zkufc'³ ]gbkus}gnsmft& |hm lkapfndg|& shm rdcmk amcd}a umandg| n bkumdjg lkglmps sk ak|s mnuft
lhdfchkkc smnlhmu|'
Lhdfcumg shns num gks amcdn fdsmunsm ck gks hnrm shd| lhngjm sk mxpfkum zhns |hm lnff| shm
¼amsnlkjgdsdrm umnfa³ ngc hnrm gk nllm|| sk shm ¼eundg cmrmfkpamgs³ shns kshmuzd|m zk}fc em
nrndfnefm sk shma' Bku nff shk|m umn|kg|& |hm emfdmrm| shns nff tk}gj lhdfcumg |hk}fc dgsmunls zdsh
cdjdsnf rdcmk sk emlkam& n| mnuft n| bk}u ku mdjhs tmnu| kfc& amcdn fdsmunsm|'
Shm fn|s shumm nusdlfm| |s}cdmc dg shd| pnpmu nckps n cdbbmumgs rdmz kg shm smnlhdgj kb
amcdn fdsmunlt' Dg shm Pmz |s}ct&Omgidg| ms nf (5002$ |hkz shm mamujmglm kb n |k!lnffmc
pnusdldpnskut l}fs}um dg zhdlh tk}gj|smu| an||drmft pukc}lm ngc cd|sude}sm amcdn lkgsmgs|' Shm
|s}ct nf|k |hkz| shns ak|s kb shm gmlm||nut |idff| sk em ng nlsdrm amaemu kb shns pnusdldpnskut
l}fs}um num nl~}dumc shuk}jh dgbkuanf znt|& dg|smnc kb n bkuanf ngc |t|smadl znt& n| ds zk}fc em
ak|s cm|dunefm' Shm n}shku| pkdgs k}s shumm lkglmug| bku zhdlh shmt umlkaamgc pkfdlt ngc
pmcnjkjdlnf dgsmurmgsdkg| sk nffkz shm |kldmst n| n zhkfm sk smnlh amcdn fdsmunlt' Bdu|s& shm
pnusdldpnsdkg jnp& db |lhkkf d| gks shm |idff pukrdcmu angt tk}gj|smu| zdff immp fmbs emhdgc'
\mlkgc& shm sung|pnumglt pukefma& amcdn fdsmunlt d| gmlm||nut sk em nznum kb ngc sk nrkdc amcdn
angdp}fnsdkg' Ngc& shduc& shm mshdl| lhnffmgjm& |kldmst |hk}fc em umnct sk pumpnum tk}gj pmkpfm
bku shmdu ukfm| n| amcdn anuimu| ngc lkaa}gdst pnusdldpngs|'
Shm n}shku| num zdffdgj sk jk emtkgc shm ckadgngs cmensm nek}s ½smlhgkfkjdlnf nllm||² kb
amcdn lkgsmgs|& skkf| ngc shmdu nbbkucnglm| ngc zngs sk bkl}| kg zhns sk ck n| n |kldmst& ngc
mc}lnsdkgnf dg|sds}sdkg|& sk cmrmfkp shm l}fs}unf lkapmsmgldm| ngc |kldnf |idff| gmmcmc bku b}ff
dgrkfrmamgs dg shd| pnusdldpnskut l}fs}um' Shm gmz lkapmsmgldm| dgrkfrm |kldnf |idff| (|}lh n|&
pfnt& pmubkuanglm& |da}fnsdkg ngc |k kg$ ngc shm n}shku| emfdmrm shns shmdu smnlhdgj lng em e}dfs
8/8/2019 Intro to Jour_final Project
http://slidepdf.com/reader/full/intro-to-jourfinal-project 12/17
LKGRMUJMGLM NGC AMCDN FDSMUNLT >5
kg shm bk}gcnsdkg kb suncdsdkgnf fdsmunlt& um|mnulh |idff| ngc ludsdlnf ngnft|d| |idff| sn}jhs dg shm
lfn||ukka' Shm n}shku| pukrdcm ng mxhn}|sdrm fd|s kb shm gmz |idff| ngc zhns lk}fc em ckgm dg
mnlh ln|m sk smnlh shma dg |lhkkf& nbsmu |lhkkf ngc ns hkam'
Eukzg (500>$ |}ppkus| shm pumrdk}| nuj}amgs et Omgidg| ms nf (5002$& hd| phdfk|kphdlnf
|sngcpkdgs d| shns igkzfmcjm d| nfznt| |kldnf ngc |ds}nsmc ngc& dg lkg|m~}mglm& shm fmnugdgj
puklm|| d| shm um|}fs kb shm |kldnf bunamzkui shns bk|smu| fmnugdgj' Eukzg jkm| kg sk amgsdkg bk}u
½cdamg|dkgnf |hdbs|² shns cd|sdgj}d|hm| shm cdjdsnf mun²| lkffmjm |s}cmgs|'
Shm bdu|s |hdbs mglkapn||m| ng mxpngcmc fdsmunlt |idff shns lkrmu| shm }gcmu|sngcdgj kb shm
|lummg fngj}njm' Shm |mlkgc |hdbs jkm| buka ng n}shkudst!en|mc fmls}um akcmf sk cd|lkrmut!en|mc
fmnugdgj' Shm shduc |hdbs |hkz| n akum lumnsdrm znt kb umn|kgdgj unshmu shng shm cmc}lsdrm kgm&
zhdlh d| cm|ludemc n| eudlkfnjm ku fnsmunf o}cjamgs' Ngc shm bk}ush |hdbs hn| sk ck zdsh n edn| sk
nlsdkg& zhmum fmnugdgj emlkam| |ds}nsmc dg nlsdkg& a}lh akum |kldnf shng lkjgdsdrm'
Shm n}shku nf|k pukrdcm| |kam dff}|sunsdkg| kb umnf lumnsdrm mc}lnsdkg buka zhdlh hm
lkglf}cm| shns shm znt fmnugdgj hnppmg| dg shm cdjdsnf njm |hk}fc em sung|bkuamc kg lnap}| ngc
emtkgc dgsk zhns hm lnff| n gmz igkzfmcjm mlkfkjt' Hm }|m| mxnapfm| |}lh n| ADS²|
dgsukc}lskut pht|dl| lk}u|m& shm ADS Amcdn Fne ngc Shm Kpmg ]gdrmu|dst' Hm nf|k nccum||m| shm
d||}m kb hkz shm Dgsmugms ngc kshmu smlhgkfkjdm| bnldfdsnsm gmz fmnugdgj mgrdukgamgs| shns lng
pksmgsdnfft mghnglm shm znt pmkpfm fmnug' Hm pukrdcm| shumm dgsmum|sdgj mxnapfm| bku shd|? shm
pmu|d|smgs kgfdgm zkufc|& shm a}fsdamcdn fdsmunlt pukjuna ngc shm rdus}nf }gdrmu|dsdm|' Hm
|}aanud m| et umlkgbduadgj shm umrkf}sdkgnut gns}um kb shm a}fsdamcdn fdsmunlt pukjuna ngc ds|
dapnls kg bnl}fst n| zmff n| |s}cmgs|'
Um|gdli (500>$ mxpngc| kg Eukzg²| (500>$ phdfk|kpht nek}s bk|smudgj fmnugdgj dg n
|kldnf mgrdukgamgs' Hm nuj}m| shns gmz smlhgkfkjdm| pukrdcm nllm|| sk lkgsmgs| e}s shmt ck gks
8/8/2019 Intro to Jour_final Project
http://slidepdf.com/reader/full/intro-to-jourfinal-project 13/17
LKGRMUJMGLM NGC AMCDN FDSMUNLT ><
j}nungsmm fmnugdgj' \s}cmgs| ck gks gmmc akum lkap}smu| (shm ½nllm|| jnp² d| nfumnct |hudgidgj$&
e}s unshmu shm lumnsdkg kb n pukpmu mgrdukgamgs shns umn||}um| shm fmnugdgj puklm|| dg shm cdjdsnf
njm' Kshmuzd|m& hm znug|& shm ½bf}mglt jnp² nakgj |s}cmgs| zdff immp cmmpmgdgj' Hm nf|k
pukrdcm| n| ng mxnapfm shm mxpmudmglm kb lkap}smu lf}ehk}|m| zhmum tk}gj pmkpfm emlkam
cm|djgmu| ngc lumnsku| }|dgj cdjdsnf smlhgkfkjt dg mlkgkadlnfft cd|ncrngsnjmc lkaa}gdsdm|'
En|mc kg shk|m mxpmudmglm| ngc bkl}|dgj kg hkz pmkpfm fmnug hm pukpk|m| zhns hm lnff| ng
½mgsumpumgm}udnf nppuknlh² sk fmnugdgj' \s}cdm| |hk}fc gks em cdrdcmc dgsk cd|ldpfdgm| e}s dgsk
shmam| ngc pukomls| shns l}s nluk|| shma' \s}cmgs| |hk}fc gks em |mpnunsmc dgsk dgsmum|s ngc njm
juk}p| e}s adxmc skjmshmu& mgnefdgj shma sk fmnug buka mnlh kshmu' \s}cmgs| |hk}fc nf|k emnffkzmc sk zkui kg pukomls| bku mxsmgcmc pmudkc| kb sdam'
Um|gdli nf|k pukpk|m| sk sung|bkua |lhkkf l}uudl}fn ngc ¼bkl}| fm|| kg ½shdgj| sk igkz²
ngc akum kg ½|sunsmjdm| bku fmnugdgj shm shdgj| tk} ckg²s igkz²³' Shm cdjdsnf mun d| lhngjdgj hkz
pmkpfm fmnug& zhns pmkpfm fmnug ngc zhmum ngc zhmg pmkpfm fmnug ngc |kldmst& dg jmgmunf& ngc
mc}lnsdkg |t|sma& dg pnusdl}fnu& |hk}fc em sung|bkuamc sk amms shk|m gmz znt| kb fmnugdgj' N| hm
|}aanud m| ¼|}llm|| dg shm b}s}um zdff em en|mc gks kg hkz a}lh zm igkz& e}s kg k}u nedfdst sk
shdgi ngc nls lumnsdrmft³' Sk |}llmmc dg zhns hm lnff| shm lumnsdrm |kldmst hm pukpk|m| shns ak|s
igkzg fmnugdgj punlsdlm| em umbkuamc dg shm znt| shns shm cdjdsnf njm nffkz| ngc cmangc|' Dg
|}a& hm ncrklnsm| ng mgsumpumgm}udnf fmnugdgj bku n lumnsdrm |kldmst'
C d|l}||dkg
Shm andg fdadsnsdkg kb shd| pnpmu zn| sdam lkg|sundgs|& zdsh uk}jhft bdrm zmmi| sk
lkapfmsm shm dgrm|sdjnsdkg ds zn| gks pk||defm sk lnuut k}s pmu|kgnf dgrm|sdjnsdkg|' Shd| pnpmu
zdff shmumbkum cmpmgc |kfmft kg shm bdgcdgj| kb kshmu um|mnulhmu| shns hnrm p}efd|hmc shmdu zkui|
8/8/2019 Intro to Jour_final Project
http://slidepdf.com/reader/full/intro-to-jourfinal-project 14/17
LKGRMUJMGLM NGC AMCDN FDSMUNLT >3
dg |lhkfnuft nusdlfm|' Ngkshmu fdadsnsdkg zn| shm bnls shns nff shm um|mnulh bk}gc zn| buka shm
|sngcpkdgs kb pukbm||ku| ku ncrd|ku| ngc gks buka shm nls}nf |s}cmgs|'
\kam |}jjm|sdkg| bku b}s}um um|mnulh dglf}cm lnuutdgj k}s ~}m|sdkggndum| zdsh |s}cmgs|
ngc bnl}fst sk jms n akum keomlsdrm snim kg shm anssmu' Zkui|hkp| lk}fc em hmfc zdsh |s}cmgs|&
bnl}fst ngc pnumgs| zhmumet shm dgrm|sdjnsku lk}fc umncdft nllm|| shm numn| kb amcdn fdsmunlt n| ds
pmusndg| sk shm Dgsmugms shns num ak|s dg gmmc kb cmrmfkpamgs'
Lkglf}|dkg
Dg lkglf}|dkg& shm kgm lkg|sngs zdsh smlhgkfkjt d| shns ds lhngjm| ~}dlift ngc zm hnrm
shm sn|i kb immpdgj }p sk cnsm ku mf|m zm zdff bnff emhdgc' Ak|s kucdgnut puklm||m| shns 50 tmnu|
njk zmum ngnfkjdlnf num gkz cdjdsnf' Shd| antku |hdbs hn| dapnlsmc shm znt pmkpfm shdgi&
umamaemu ngc }gcmu|sngc shm zkufc' Jdrmg shd| |hdbs ngc ds| dapnls& nff shm n}shku| D hnrm umnc
njumm shns |lhkkf (e}s gks kgft |lhkkf$ |hk}fc pukrdcm |s}cmgs| zdsh shm gmz |idff| shns shmt
zk}fc gmmc sk em b}glsdkgnf dg shd| cdjdsnf mun'
Dg um|pkg|m sk at bdu|s um|mnulh ~}m|sdkg & ¼dg ng njm kb lkgrmujmglm&hkz }ujmgs d| s hm
gmmc sk smnlh |s}cmgs| amcdn fdsmunl t n| ds pmusndg| sk s hm Dgsmugms;³Shm cdjdsnf mgrdukgamgs hn|
|zdbsft umrkf}sdkgd mc k}u l}fs}um kb lkg|}adgj amcdn& anidgj ds m||mgsdnfft pnusdldpnskut ngc
an||drmft lumnsdrm' Shm|m mfmamgs| kb k}u l}uumgs cdjdsnf l}fs}um hnrm gks emmg |k pumckadgngs dg
pumrdk}| tmnu|& |k en|mc kg shm bdgcdgj| kb shm um|mnulhmu| mxnadgmc dg shd| pnpmu& D zk}fc hnrm
sk njumm shns shmum d| n jumns }ujmglt bku |s}cmgs| sk em sn}jhs amcdn fdsmunlt n| ds pmusndg| sk shm
Dgsmugms' \kldmst |hk}fc pumpnum ds| amaemu| shuk}jh mc}lnsdkg sk em b}glsdkgnf ngc lkapmsdsdrm
dg shd| gmz l}fs}um' Shd| amng| shns shm dgbkuanf znt| kb nl~}dudgj shk|m |idff| buka |kldnf
dgsmunlsdkg msl' |hk}fc em lkapfmamgsmc et bkuanf amshkc| kb fmnugdgj n| zmff'
8/8/2019 Intro to Jour_final Project
http://slidepdf.com/reader/full/intro-to-jourfinal-project 15/17
LKGRMUJMGLM NGC AMCDN FDSMUNLT >=
Dg um|pkg|m sk at |mlkgc um|mnulh ~}m|sdkg& ¼ | hk}fc amcdn fdsmunl t em n angcnsku t
lk}u|m bku nff |s}cmgs| kb njm sk nllm|| n lkap}smu ku z me cmrdlm;³Zhdfm |lhkfnu| |}lh n| Mgk
(5008$ ngc Omgidg| ms nf (5002$ nuj}mc dg bnrku kb smnlhdgj lhdfcumg amcdn fdsmunlt n| ds pmusndg|
sk shm cdjdsnf zkufc n| mnuft n| bk}u tmnu| kfc& shmt cdc gks shdgi shns ds |hk}fc em n angcnskut
punlsdlm'D njumm zdsh shm n}shku| shns dg um|pkg|m sk n l}fs}unf lhngjm& amcdn fdsmunlt |hk}fc gks
em fdadsmc sk lmusndg cd|ldpfdgm| (|}lh n| ½lkaa}gdlnsdkg² ku ½ok}ugnfd|a²$& ku njm| e}s shns mrmut
|s}cmgs kb ngt cd|ldpfdgm |hk}fc em fdsmunsm dg shns |mg|m' Dg bnls& shm rmut dcmn kb amcdn fdsmunlt
|sngc| bku n lkgrmujmglm kb n |mudm| kb |idff| shns lkam| buka cdbbmumgs cd|ldpfdgm|' Shmumbkum& ds
|hk}fc gks em n pnusdl}fnu |}eomls cmfdrmumc et ng n||djgmc smnlhmu e}s n sung|rmu|nf |idff shns d|nl~}dumc zhdfm zkuidgj dg nfak|s mrmut |}eomls kb ngt cd|ldpfdgm' N| |kam kb shm n}shku| hnrm
|snsmc& ds d| shm sn|i kb shm mgsdum mc}lnsdkgnf kujngd nsdkg& dglf}cdgj mxsun!l}uudl}fnu nlsdrdsdm|
ngc pnumgs|& sk mg|}um amcdn fdsmunlt d| cd||madgnsmc'
8/8/2019 Intro to Jour_final Project
http://slidepdf.com/reader/full/intro-to-jourfinal-project 16/17
LKGRMUJMGLM NGC AMCDN FDSMUNLT >2
Umbmumglm|
Nansm}u uncdk' (50>0$' Dg Mgltlfkpâcdn Eudsnggdln' Umsudmrmc Gkrmaemu >3& 50>0& buka
Mgltlfkpâcdn Eudsnggdln Kgfdgm?
hssp?++zzz'eudsnggdln'lka+MElhmlimc+skpdl+>82>5+nansm}u!uncdk
N~dfd& \' R' ngc Gn|dud& E' (50>0$' Smlhgkfkjt ngc shm Gmmc bku Amcdn Fdsmunlt Mc}lnsdkg dg shm
Szmgst!Bdu|s Lmgs}ut' M}ukpmngOk}ugnf kb \kldnf \ldmglm|& >=(<$'
hssp?++zzz'm}ukok}ugnf|'lka+mo||[>=[<[>3'pcb
Eukzg& O' \' (500>$' Okhg \mmfmt Eukzg& ¼Fmnugdgj dg shm Cdjdsnf Njm&³ dg Shm Dgsmugms ngc shm
]gdrmu|dst' An}ummg Cmrfdg& Udlhnuc Fnu|kg& ngcOkmf Amtmu|kg& mc|' (Ek}fcmu& Lkfk'?
MC]LN]\M ngc ShmBku}a bku shm B}s}um kb Hdjhmu Mc}lnsdkg& 5005$& pp' :>¾:5
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