CS507 Midterm Paper

JNGW@SJ @XLJNFLWNOF K[095* Nfdosjlwnof [~{w`j{ ([`{{nof * 3. [obt`g c~1 koobblhosÌejlnb&koj " lcsls&cpmhlsn399>Iejlnb&koj lcsls&cpmhlsn399>Iejlnb&koj"" jk<99393<88Itp&`gp&ym" qlsbn{h&tpIejlnb&koj " {lgldn&s`hjlfIejlnb&koj " jk<99393<88Itp&`gp&ym" aljnbcoomk`fw`sIejlnb&koj"" ml{hlelnfIejlnb&koj aljnbcoomk`fw`sIejlnb&koj \p`{wnof Fo1 < ( Jlsm{1 < . * Yb`l{` khoo{` of` J`gnpj {nq` oselfnqlwnof{ p{plbb~ hlt` {njyb` jlfle`j`fw {wspkwps` whlf who{` od {jlbb oselfnqlwnof{&

Wsp` Dlb{` S`d`s`fk` $ @xyblflwnof1 Yle` + <5" b`kwps` + 9; [jlbb oselfnqlwnof{ p{plbb~ hlt` {njyb` jlfle`j`fw {wspkwps`& \p`{wnof Fo1 3 ( Jlsm{1 < . * Yb`l{` khoo{` of` Nfdosjlwnof {hopbg c` wlnbos`g nf lkkosglfk` unwh wh` oselfnqlwnof%{ kpbwps` lfg {wspkwps`& Wsp` Dlb{` S`d`s`fk` $ @xyblflwnof1 Yle` + 3;" b`kwps`97 Nfdosjlwnof {hopbg c` wlnbos`g nf lkkosglfk` unwh wh` oselfnqlwnof„{ kpbwps` lfg {wspkwps`& \p`{wnof Fo1 ; ( Jlsm{1 < . * Yb`l{` khoo{` of` ********** f``g{ glwl ys`ylslwnof uhnkh jl~ nftobt` dnbw`snfe glwl lfg glwl wslf{dosjlwnof{" {`b`kwnfe {pc{`w{ od s`kosg{& Jog`b Cpnbgnfe G`ybo~j`fw @xyboslwnof S`d`s`fk` $ @xyblflwnof1 Yle` + 75" b`kwps` + << @xyboslwnof ‛ nfkbpg`{ glwl ys`ylslwnof uhnkh jl~ nftobt` dnbw`snfe glwl lfg glwl wslf{dosjlwnof{" {`b`kwnfe {pc{`w{ od s`kosg{& \p`{wnof Fo1 7 ( Jlsm{1 < . * Yb`l{` khoo{` of` G`kn{nof jlmnfe n{ wh` koefnwnt` ysok`{{ od {`b`kwnfe l kops{` od lkwnof dsoj ljofe ********* lbw`sflwnt`{ Jpbwnyb` Gopcb` Wsnyb` S`d`s`fk` $ @xyblflwnof1

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Yle` + 4>" b`kwps` + <0 G`kn{nof jlmnfe n{ wh` koefnwnt` ysok`{{ od {`b`kwnfe l kops{` od lkwnof dsoj ljofe jpbwnyb` lbw`sflwnt`{& \p`{wnof Fo1 0 ( Jlsm{1 < . * Yb`l{` khoo{` of` Wh` {wpg~ od cp{nf`{{ ysocb`j gojlnf p{`g wo s`kojj`fg njysot`j`fw{ lfg {y`knd~ wh` cp{nf`{{ S`|pns`j`fw{ dos wh` {obpwnof n{ klbb`g1 [~{w`j Lflb~{n{ [~{w`j G`{nef Sn{m Jlfle`j`fw Sn{m Lflb~{n{ S`d`s`fk` $ @xyblflwnof1 Yle` + <93" b`kwps` + 33 [~{w`j lflb~{n{ klf c` g`dnf`g {njyb~ l{1 ‒Wh` {wpg~ od cp{nf`{{ ysocb`j gojlnf wo s`kojj`fg njysot`j`fw{ lfg {y`knd~ wh` cp{nf`{{ s`|pns`j`fw{ dos wh` {obpwnof&‚ \p`{wnof Fo1 4 ( Jlsm{1 < . * Yb`l{` khoo{` of` Nf uhnkh od wh` dobbounfe Jog`b{ nw n{ Gnddnkpbw wo koftnfk` {oj` kp{woj`s{ whlw wh` `tobpwnofls~ lyysolkh n{ kofwsobblcb` [ynslb Ulw`sDlbb Nfks`j`fwlb Nw`slwnt` S`d`s`fk` $ @xyblflwnof1 Yle` + >>" b`kwps` + 3< [YNSLB n{ lf nw`slwnt` lyysolkh wo {~{w`j g`t`boyj`fw& Wh` {ynslb bnd`k~kb` jog`b n{ l kojcnflwnof od wh` kbl{{nk ulw`sdlbb jog`b lfg l{y`kw{ o d sn{m lflb~{n{& Whn{ jog`b n{ t`s~ lyysoysnlw` dos blse` lfg kojyb`x Nfdosjlwnof [~{w`j{& Wh` {ynslb jog`b `jyhl{nq`{ wh` f``g wo eo clkm lfg s`nw`slw` `lsbn`s {w`y{ l fpjc`s od wnj`{ l{ wh` ysoa`kw ysoes`{{`{& U`lmf`{{`{1 ‣ Gnddnkpbw wo koftnfk` {oj` kp{woj`s{ whlw wh` `tobpwnofls~ lyysolkh n{ kofwsobblcb` ‣ F``g{ kof{ng`slcb` sn{m l{{`{{j`fw ‣ Nd l sn{m n{ fow gn{kot`s`g" ysocb`j{ unbb {ps`b~ okkps \p`{wnof Fo1 5 ( Jlsm{1 < . * Yb`l{` khoo{` of` Ylswnlb {~{w`j{ ls` {pkk`{{nt`b~ cpnbw wo ysogpk` l dnflb wowlb {~{w`j nf wh` dobbounfe jog`b1 Ulw`sDlbb SLNG Nw`slwnt` Jog`b Nfks`j`fwlb Jog`b





Wh` nfks`j`fwlb jog`b n{ l j`whog od {odwuls`/ Nfdosjlwnof [~{w`j g`t`boyj`fw uh`s` wh` jog`b n{ g`{nef`g" njyb`j`fw`g lfg w`{w`g nfks`j`fwlbb~ pfwnb wh` ysogpkw n{ dnfn{h`g& Nw nftobt`{ cowh g`t`boyj`fw lfg jlnfw`flfk`& Khlslkw`sn{wnk{ od wh` Nfks`j`fwlb Jog`b ‣ Wh` {~{w`j g`t`boyj`fw n{ csom`f nfwo jlf~ jnfn g`t`boyj`fw ysoa`kw{ ‣ Ylswnlb {~{w`j{ ls` {pkk`{{nt`b~ cpnbw wo ysogpk` l dnflb wowlb {~{w`j& ‣ Hneh`{w ysnosnw~ s`|pns`j`fw{ wlkmb`g `lsb~ of& ‣ Ofk` lf nfks`j`fw`g yoswnof n{ g`t`boy`g" s`|pns`j`fw{ dos whlw nfks`j`fw ls` dsoq`f& \p`{wnof Fo1 8 ( Jlsm{1 < . * Yb`l{` khoo{` of` G`kn{nof jlmnfe n{ wh` koefnwnt` ysok`{{ od {`b`kwnfe l kops{` od lkwnof dsoj ljofe jpbwnyb` lbw`sflwnt`{ Wsp` Dlb{` S`d`s`fk` $ @xyblflwnof1 Yle` + 4>" b`kwps` + <0 G`kn{nof jlmnfe n{ wh` koefnwnt` ysok`{{ od {`b`kwnfe l kops{` od lkwnof dsoj ljofe jpbwnyb` lbw`sflwnt`{& \p`{wnof Fo1 > ( Jlsm{1 < . * Yb`l{` khoo{` of` P{nfe l g`kn{nof {pyyosw {~{w`j nftobt`{ lf nfw`slkwnt` lflb~wnklb jog`bnfe ysok`{{ Wsp` Dlb{` @xyblflwnof1 G`kn{nof [pyyosw [~{w`j{ P{nfe l g`kn{nof {pyyosw {~{w`j dos blu{ gsldwnfe nftobt`{ lf nfw`slkwnt` lflb~wnklb jog`bnfe ysok`{{& Dos `xljyb`" p{nfe l G[[ {odwuls` ylkmle` dos g`kn{nof {pyyosw jl~ s`{pbw nf l {`sn`{ od gn{ybl~{ nf s`{yof{` wo lbw`sflwnt` uhlw*nd khlfe`{ `fw`s`g c~ kopsw y`s{off`b& Whn{ gndd`s{ dsoj wh` g`jlfg s`{yof{`{ od nfdosjlwnof s`yoswnfe {~{w`j{" {nfk` wh` y`s{off`b ls` fow g`jlfgnfe ys`*{y`kndn`g nfdosjlwnof& Slwh`s" wh`~ ls` `xybosnfe yo{{ncb` lbw`sflwnt`{& Whp{" wh`~ go fow hlt` wo {y`knd~ wh`ns nfdosjlwnof f``g{ nf lgtlfk`& Nf{w`lg" wh`~ p {` wh` G[[ wo dnfg wh` nfdosjlwnof wh`~ f``g wo h`by wh`j jlm` l g`kn{nof& Whlw n{ wh` `{{`fk` od wh` g`kn{nof {pyyosw {~{w`j kofk`yw& P{nfe l g`kn{nof {pyyosw {~{w`j nftobt`{ dops cl{nk w~y`{ od lflb~wnklb jog`bnfe lkwntnwn`{1 (<. uhlw*nd lflb~{n{" (3. {`f{nwntnw~ lflb~{n{" (;. eolb*{``mnfe lflb~{n{" lfg (7. oywnjnqlwnof lflb~{n{" b`w%{ csn`db~ boom lw `lkh w~y` od lflb~wnklb jog`bnfe whlw klf c` p{`g dos g`kn{nof {pyyosw& \p`{wnof Fo1 <9 ( Jlsm{1 < . * Yb`l{` khoo{` of` [opsk` od nfdosjlwnof n{ e`f`slbb~ klwèosnq` nf ysnjls~" {`kofgls~ lfg _______





Yle` + <<" b`kwps` + 9< [opsk`{ od nfdosjlwnof ls` e`f`slbb~ klwèosnq`g l{ ysnjls~" {`kofgls~ os w`swnls~ g`y`fgnfe o f wh`ns osnenflbnw~ lfg wh`ns ysoxnjnw~ wo wh` {opsk` os osnenf& \p`{wnof Fo1 << ( Jlsm{1 < . * Yb`l{` khoo{` of` Kojj`fwlsn`{ ls` wh` `xljyb` od _________ {opsk`{& Ysnjls~ W`swnls~ [`kofgls~ S`d`s`fk` $ @xyblflwnof1 Yle` + <;" b`kwps` + 9< [oj` `xljyb`{ od {`kofgls~ {opsk`{1 <& cncbnoeslyhn`{ (jl~ lb{o c` c ` w`swnls~. 3& cnoeslyhnklb uosm{ ;& kojj`fwlsn`{ 7& gnkwnoflsn`{ lfg `fk~kboy`gnl{ (jl~ lb{o c` w`swnls~. 0& gn{{`swlwnof{ os wh`{`{ (jos` p{plbb~ ysnjls~. 4& hlfgcoom{ lfg glwl kojynblwnof{ (jl~ lb{o c` w`swnls~. 5& hn{wos~ \p`{wnof Fo1 <3 ( Jlsm{1 < . * Yb`l{` khoo{` of` Colsg od Gns`kwos{ ls` `b`kw`g dsoj ___________ @jybo~``{ Kp{woj`s{ [hls` hobg`s{ S`d`s`fk` $ @xyblflwnof1 hwwy1//`f&unmny`gnl&ose/unmn/Colsg_od_gns`kwos{ Nf jo{w bèlb {~{w`j{" wh` lyyonfwj`fw lfg s`jotlb od g ns`kwos{ n{ tow`g pyof c~ wh` {hls`hobg`s{ nf e`f`slb j``wnfe& \p`{wnof Fo1 <; ( Jlsm{1 < . * Yb`l{` khoo{` of` _______ n{ l esopy od `b`j`fw{ whlw ls` nfwèslw`g unwh kojjof ypsyo{` od oca`kwnt`& Ysok`gps` [~{w`j Dnsj S`d`s`fk` $ @xyblflwnof1 Yle` + <;" b`kwps` + 9< L {~{w`j n{ l esopy od `b`j`fw{ whlw ls` nfwèslw`g unwh wh` kojjof ypsyo{` od lkhn`tnfe lf oca`kwnt`& \p`{wnof Fo1 <7 ( Jlsm{1 < . * Yb`l{` khoo{` of`





S`d`s`fk` $ @xyblflwnof1 Yle` + 7;" b`kwps` + <9 Oddnk` Lpwojlwnof [~{w`j{ Oddnk` lpwojlwnof {~{w`j nfkbpg`{ dosjlb lfg nfdosjlb `b`kwsofnk {~{w`j{ ysnjlsnb~ kofk`sf`g unwh wh` kojjpfnklwnof od nfdosjlwnof wo lfg dsoj y`s{of{ cowh nf{ng` lfg opw{ng` wh` dnsj& Nw {pyyosw{ glwl uosm`s{ nf lf oselfnqlwnof& Dos Nf{wlfk` ‣ Uosg ysok`{{nfe ‣ G`{mwoy ypcbn{hnfe ‣ Njlenfe $ U`c ypcbn{hnfe ‣ @b`kwsofnk klb`fgls{ ‛ jlfle`s„{ lyyw& klb`fgls{ ‣ @jlnb ‣ Lpgno $ tngò kofd`s`fknfe ‛ `{wlcbn{hnfe kojjpfnklwnof c`wu``f eòeslyhnklbb~ gn{y`s{`g y`s{of{& \p`{wnof Fo1 <0 ( Jlsm{1 < . * Yb`l{` khoo{` of` __________ n{ mfouf l{ dlwh`s od uls`hop{`& [w`yh`f hlumnfe Cnbb elw`{ Cnbb Nfjof S`d`s`fk` $ @xyblflwnof1 hwwy1//uuu&nfwslf`waopsflb&koj/d`lwps`{/glwluls`hop{nfe&hwjb

Wh` w`sj Glwl Uls`hop{` ul{ konf`g c~ Cnbb Nfjof nf <>>9" uhnkh h` h ` g`dnf`g nf wh` dobbounfe ul~1 #L uls`hop{` n{ l {pca`kw*osn`fw`g" nfwèslw`g" wnj`*tlsnlfw lfg fof *toblwnb` kobb`kwnof od glwl nf {pyyosw od jlfle`j`fw%{ g`kn{nof jlmnfe ysok`{{#& H` g`dnf`g wh` w`sj{ nf wh` {`fw`fk` l{ dobbou{1

\p`{wnof Fo1 <4 ( Jlsm{1 < . * Yb`l{` khoo{` of` Wh` Nw`slwnt` jog`b `jyhl{nq`{ wh` f``g wo eo clkm lfg s`nw`slw` `lsbn`s {w`y{ l fpjc`s od wnj`{ l{ wh` ysoa`kw ysoes`{{`{& Wsp` Dlb{` \p`{wnof Fo1 <5 ( Jlsm{1 < . @ftnsofj`fw n{ l kobb`kwnof od gndd`s`fw `b`j`fw{& Bn{w wh`j& S`d`s`fk` $ @xyblflwnof1 Yle` + 37" b`kwps` + 0 @b`j`fw{ od @ftnsofj`fw Nw n{ l kobb`kwnt` s`d`s`fk` jlg` wo wh` dobbounfe dlkwos{ ‣ Bèlb





@fbn{w wh` klwèosn`{ od wh` [pyyosw {~{w`j S`d`s`fk` $ @xyblflwnof1 Yle` + 7;" b`kwps` + <9 [``nfe wh` c`f`dnw{ od JN[ dos jnggb` b`t`b jlfle`s{" Kojypw`sn{`g {~{w`j{ hlt` c`` f g`tn{`g dos owh`s `jybo~``{ nf wh` oselfnqlwnof wo h`by wh`j kojyb`w` wh`ns uosm `ddnkn`fwb~ lfg `dd`kwnt`b~& [pyyosw {~{w`j{ klf c` kbl{{ndn`g nfwo wuo klwèosn`{ ‣ Oddnk` lpwojlwnof {~{w`j{ ‣ G`kn{nof {pyyosw {~{w`j{ \p`{wnof Fo1 <> ( Jlsm{1 3 . Ng`fwnd~ lf~ wuo s`l{of{ wo p{` Nfks`j`fwlb Jog`b{& \p`{wnof Fo1 39 ( Jlsm{1 ; . G`dnf` KLG? S`d`s`fk` $ @xyblflwnof1 Yle` + 4;" b`kwps` + <; Kojypw`s Lng`g G`{nef (KLG. ‒Nw n{ l {~{w`j whlw `flcb`{ gslunfe{ wo c` kof{wspkw`g of l kojypw`s {ks``f lfg {pc{`|p`fwb~ {pc{`|p` fwb~ {wos`g" jlfnypblw`g lfg pyglw`g `b`kwsofnklbb~&‚ Wh` lcnbnw~ wo sowlw` os ks`lw` jot`j`fw nf wh` g`{nef lbbou{ w`{wnfe dos kb`lslfk`{ lfg ds`|p`fwb~ s`gpk`{ wh` ko{w od ysowow~ynfe wh` ysogpkw{& Wh` w`khfoboe~ n{ p{`g dos l ung` tlsn`w~ od ysogpkw{ nf {pkh dn`bg{ l{ lskhnw`kwps`" `b`kwsofnk{" lfg l`so{ylk`" fltlb" lfg lpwojownt` `fenf``snfe& Lbwhopeh KLG {~{w`j{ osnenflbb~ j`s`b~ lpwojlw`g gsldwnfe" wh`~ fou p{plbb~ nfkbpg` whs``*gnj`f{noflb jog`bnfe lfg kojypw`s{njpblw`g oy`slwnof od wh` jog`b& Slwh`s whlf hltnfe wo cpnbg ysowow~y`{ lfg khlfe` kojyof`fw{ wo g`w`sjnf` wh` `dd`kw{ od wob`slfk` slfe`{" `fenf``s{ klf p{` kojypw`s{ wo {njpblw` oy`slwnof wo g`w`sjnf` bolg{ lfg {ws`{{`{& Dos `xljyb`" lf lpwojocnb` jlfpdlkwps`s jnehw p{` KLG wo klbkpblw` wh` unfg gsle of {`t`slb fù kls*cog~ g`{nef{ unwhopw hltnfe wo cpnbg yh~{nklb jog`b{ od `lkh of`& Nf jnkso`b`kwsofnk{" l{ g`tnk`{ hlt` c`koj` {jlbb`s lfg jos` kojyb`x" KLG hl{ c`koj` lf `{y`knlbb~ njyoswlfw w`khfoboe~& Ljofe wh` c`f`dnw{ od {pkh {~{w`j{ ls` bou`s ysogpkw*g`t`boyj`fw ko{w{ lfg l es`lwb~ {hosw`f`g g`{nef k~kb`& Uhnb` b`{{ `xy`f{nt` KLG {~{w`j{ spffnfe of y`s{oflb kojypw`s{ hlt` c`koj` ltlnblcb` dos go*nw~ops{`bd hoj` s`jog`bnfe lfg {njyb` gsldwnfe" {wlw`*od*wh`*lsw KLG {~{w`j{ spffnfe of uosm{wlwnof{ lfg jlnfdslj` kojypw`s{ ls` nfks`l{nfeb~ nfwèslw`g unwh kojypw`s* lng`g jlfpdlkwpsnfe {~{w`j{& \p`{wnof Fo1 3< ( Jlsm{1 0 . Gn{kp{{ wh` lwwsncpw`{ of uhnkh Oselfnqlwnoflb Nfdosjlwnof S`|pns`j`fw{ g`y`fg{ S`d`s`fk` $ @xyblflwnof1 Yle` + <5" B`kwps` 9; Oselfnqlwnof $ Nfdosjlwnof S`|pns`j`fw{ Oselfnqlwnof{ hlt` tlsnop{ lwwsncpw`{ uhnkh gn{wnfepn{h wh`j dsoj `lkh owh`s& Fo wuo oselfnqlwnof{ ls` {njnbls nf lbb s`{y`kw{& Wh`s` hlt` wo hlt` k`swlnf gn{wnfkwnt` bnf`{ m``ynfe wh`j pfn|p` dsoj `lkh owh`s& Nfdosjlwnof s`|pns`j`fw{ m``y t ls~nfe nf lkkosglfk` unwh







Lf oselfnqlwnof {hopbg kof{ng`s wh` lcot` j`fwnof`g s`|pns`j`fw{ uhnb` g`tn{nfe l {~{w`j uhnkh wlnbos{ dos {y`kndnk nfdosjlwnof f``g{& \p`{wnof Fo1 33 ( Jlsm{1 <9 . Uhlw ls` wh` kojyof`fw{ od wh` @xy`sw [~{w`j lfg hou wh`~ ls` gndd`s`fw dsoj wh` f`pslb f`wuosm? S`d`s`fk`1 Yle` + 09*0<" B`kwps` + << Kojyof`fw{ od lf @xy`sw [~{w`j Wh`s` ls` dops jlnf kojyof`fw{ od @xy`sw {~{w`j{ ‣ P{`s Nfw`sdlk`1 wo `flcb` wh` jlfle`s wo `fw`s nf{wspkwnof{ lfg nfdosjlwnof nfwo lf `xy`sw {~{w`j wo s`k`nt` nfdosjlwnof dsoj nw& ‣ Mfoub`ge` Cl{`1 nw n{ wh` glwlcl{` od wh` `xy`sw {~{w`j& Nw kofwlnf{ spb`{ wo `xys`{{ wh` boenk od wh` ysocb`j& ‣ Nfd`s`fk` `fenf`1 nw n{ wh` glwlcl{` jlfle`j`fw {~{w`j od wh` `xy`sw {~{w`j& Nw y`sdosj{ s`l{ofnfe c~ p{nfe wh` kofw`fw{ od wh` mfoub`ge` cl{`& ‣ G`t`boyj`fw `fenf` ‛ nw n{ p{`g wo ks`lw` lf `xy`sw {~{w`j& F`pslb F`wuosm Hlsguls` os {odwuls` whlw lww`jyw wo `jpblw` wh` ysok`{{nfe y lww`sf{ od wh` cnoboenklb cslnf& Nw n{ l g`tnk`" jog`b`g ldw`s wh` hpjlf cslnf" nf uhnkh {`t`slb nfw`skoff`kw`g `b`j`fw{ ysok`{{ nfdosjlwnof {njpbwlfòp{b~" lglywnfe lfg b`lsfnfe dsoj yl{w ylww`sf{& F`pslb F`wuosm t{& @xy`sw [~{w`j @xy`sw {~{w`j{ {``m wo jog`b l hpjlf `xy`sw„{ `xy `sw„{ ul~ od {obtnfe ysocb`j{& Wh`~ ls` hnehb~ {y`kndnk wo {``mnfe {obpwnof{& F`pslb f`wuosm{ go fow jog`b hpjlf nfw`bbne`fk`& Wh`~ {``m wo ypw y pw nfw`bbne`fk` nfwo wh` hlsguls` nf wh` dosj od e`f`slbnq`g klylcnbnw~ wo b`lsf&

CS507 Midterm Paper

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