6
 Ek|iha kj Ckbp|vl Hppanchvnkis $ECH. NSSI5 ?>76"8>0<! Zka|bl NZ! Nss|l 6! 0?88 883 B) Pli|mhflzn h! %! I) @dhsmh `!8 ! P) _h`| c!0   H`svhcv " Vhjjnc hiha~sns ns v~pnchaa~ ck|ivllf `~ vdl |sl kj nivlblfnh~ ikfls! wdksl kal ns vk plv|` vdl vhjjnc jakw hif vd|s ckij|sl hi ltvliha k`slzl) S|cd nivlblfnhnls hl chaalf bntls) Wl hfflss hvvhcms vdhv ltpaknv vdl vnbnig `ldhznk| kj VC_ hif kvdl pkvkckas hif hppanchvnkis ni akw"ahvlic~ hiki~bnv~ ilvwkms) Nivlblfnhnls flah~ hif lk|vl ltcdhiglf blsshgls! lkfl vdlb! phf vdln snul! k pljkb kvdl kplhvnkis s|cd h bnt ilvwkm vk dhifal bhna vhjjnc) Bntls dhzl `lli |slf ni bhi~ hiki~bk|s ckbb|inchvnki s~svlbs hif hl s|ppkslf vk pkznfl ck|ivl blhs|ls vk fljlhv vhjjnc hiha~sns hvvhcms) Vdll hl bhi~ hvvhcms vdhv kcc| ni vdl ilvwkms s|cd hs Snimdkal hvvhcms! Wkbdkal hvvhcms! hif jakw cklahvnki hvvhcms hif sk ki) Wl jkc|s ki h phvnc|ah cahss kj vhjjnc hiha~sns hvvhcms! mikwi hs jakw cklahvnki hvvhcms! `~ wdncd hi hfzlsh~ hvvlbpvs vk hiha~sl vdl ilvwkm vhjjnc hif cklahvl vdl vhjjnc kj h jakw kzl hi nip|v anim wnvd vdhv kzl hi k|vp|v anim) Jakw"cklahvnki hvvhcms hvvlbpv vk lf|cl vdl hiki~bnv~ flgll `~ lsvnbhvnig vdl phvd kj jakws vdk|gd vdl bnt ilvwkm) Vwk cahssls kj cklahvnki blvdkfs hl ckisnfllf! ihbla~ vnbl"fkbhni blvdkfs hif jlx|lic~"fkbhni blvdkfs) Ni vdl vnbl fkbhni! svhvnsvncha nijkbhvnki h`k|v hvl fnsvn`|vnkis ns ckaalcvlf hif |slf vk nflivnj~ vdl vhjjnc flpliflic~) Ni vdl jlx|lic~ fkbhni! nv nflivnjnls vhjjnc snbnahnvnls `~ ckbphnig vdl Jk|nl splcvh kj vnbnig fhvh) Vdl lbpnncha ls|avs pkznflf ni vdns phpl gnzl hi nifnchvnki vk flsngils kj Bnt ilvwkms h`k|v hppkpnhvl ckijng|hvnkis hif blcdhinsbs vk `l |slf vk ck|ivl jakw"cklahvnki hvvhcms)  Niflt Vlbs " Bnt! hiki~bnv~! jakw"cklahvnki hvvhcm! nivlblfnhnls ikfl! slc|nv~) N) NIVPKF\CVNKI Vdl Nivlilv ns h gak`ha s~svlb kj nivlckiilcvlf ckbp|vl ilvwkms vdhv |sl vdl svhifhf Nivlilv _kvkcka S|nvl $VC_+N_. vk slzl `naankis kj |sls wkafwnfl) Nv ns h ilvwkm kj ilvwkms vdhv ckisnsvs kj bnaankis kj pnzhvl! p|`anc! hchflbnc! `|snilss! hif gkzlibliv ilvwkms! kj akcha vk gak`ha sckpl! vdhv hl animlf `~ h `khf hh~ kj lalcvkinc! wnlalss hif kpvncha ilvwkmnig vlcdikakgnls) Vdl Nivlilv chnls h zhsv higl kj nijkbhvnki lsk|cls hif slzncls! s|cd hs vdl nivl"animlf d~plvltv fkc|blivs kj vdl Wkaf Wnfl Wl` $WWW. hif vdl nijhsv|cv|l vk s|ppkv lalcvkinc bhna) Bhi|scnpv lclnzlf! 00"Kcv"0?88) B) Pli|mhflzn  h!% ! Flphvbliv kj Ckbp|vl Scnlicl hif Lignillnig! S)H)Lignillnig Ckaalgl! Cdliihn) L"bhna5  cslli|mhflzn83Ogbhna)ckb  I) @dhsmh  `!8 ! Flphvbliv kj Nijkbhvnki Vlcdikakg~! F) Phighhehi F) Shm|ivdhah lignillnig! Cdliihn) L"bhna5  nv`dhsmhhiOgbhna)ckb P) _h`| c!0 ! Hssnsvhiv _kjlssk! Flphvbliv kj Nijkbhvnki Vlcdikakg~! F) Phighhehi F) Shm|ivdhah lignillnig! Cdliihn) L"bhna5  fppnvOgbhna)ckb Bksv vhfnvnkiha ckbb|inchvnkis blfnh nica|fnig vlalpdkil! b|snc! jnab! hif vlalznsnki hl lsdhplf k lfljnilf `~ vdl Nivlilv! gnznig `nvd vk ilw slzncls s|cd hs Zkncl kzl Nivlilv _kvkcka $ZkN_. hif N_VZ) Nv dhs `lnig nflivnjnlf vdhv lic~pvnki hakil fkls ikv pkznfl slc|nv~ jk h |sl! snicl vhjjnc hiha~sns chi lhsna~ |ickzl nijkbhvnki h`k|v vdl phvncnphivs ni h fnsvn`|vlf hppanchvnki) Vdl hiki~bnv~ kj vdl s~svlb ns hvvhcmlf lnvdl `~ ltcdhigl kj phcmlvs k znh vdl lic~pvnki) F|l vk vdns vdl hiki~bnv~ kj vdl |sl ns lf|clf) Vdlljkl h ljjncnliv lic~pvnki chi `l |slf vk plzliv phcmlv ckivliv nisplcvnki) Glilhaa~ vhjjnc kcc|s ni h ckiglsvlf ilvwkm wdll vdl hiki~bnv~ hif pnzhc~ kj |sl ns ckbpalvla~ flsvk~lf) Vhjjnc hiha~sns ns v~pnchaa~ ck|ivllf `~ vdl |sl kj nivlblfnh~ ikfls! wdksl kal ns vk plv|` vdl vhjjnc jakw hif vd|s ckij|sl hi ltvliha k`slzl) S|cd nivlblfnhnls $kjvli chaalf bntls. flah~ hif lk|vl ltcdhiglf blsshgls! lkfl vdlb! phf vdln snul! k pljkb kvdl kplhvnkis) Ni vdl plznk|s lslhcdnig phpls vdl hiki~bnv~ kj vdl s~svlb ns |nilf `~ zhnk|s mnifs kj hvvhcms vdhv kcc| ni vdl ilvwkm) Skbl kj vdl hvvhcms vdhv kcc| ni vdl ilvwkm s|cd hs Snim"Dkal hvvhcm! Wkb"Dkal hvvhcm hif Jakw"Cklahvnki hvvhcm) Ni vdns phpl! wl jkc|s ki h phvnc|ah v~pl kj hvvhcm chaalf hs Jakw"Cklahvnki hvvhcm wdksl kal ns vk lf|cl vdl hiki~bnv~ kj vdl |sl ni h ckiglsvlf ilvwkm) Ni glilha! jakw cklahvnki hvvhcms hvvlbpvs vk lf|cl vdl hiki~bnv~ kj vdl |sl! cklahvnki hiha~uls vdl vhjjnc ki h slv kj anims nisnfl vdl ilvwkm hif lf|cl vdl slc|nv~ hif dlaps vdl hfzlsh~ nflivnj~ vdl phvd kj h jakw hif ckislx|liva~ lzlha kvdl cnvncha nijkbhvnki lahvlf vk vdl jakw) Vdl ckiglsvnki wnaa kcc| f|l vk vdl `kvvalilcms kcc|s ni vdl ilvwkm) Sk vdhv vdl ilvwkm ns ikv ljjncnliv hif slc|lf vk slif vdl fhvh snicl vdl fhvh bngdv `l aksv) Vk kzlckbl vdns! hi Nivlblfnhvl ikfl ns |slf vk slif vdl fhvh ni h slc|lf bhiil kzl vdl ilvwkm) Vdl kal kj vdl Nivlblfnhvl ikfl ns vk plv|` vdl vhjjnc jakw hif vd|s ckij|sl hi ltvliha k`slzl) Ni vdns phpl! wl jkc|s ki slc|lf hagknvdbs hif skbl vlcdinx|ls mikwi hs @hvcdnig hif lckfnig vlcdinx|ls vk nbpkzl vdl hiki~bnv~ kj vdl |sls ni vdl ilvwkm) @hvcdnig svhvlgnls hl flsngilf vk plzliv ikv kia~ snbpal vnbnig hiha~sns hvvhcms! `|v hask pkwlj|a vncmal hvvhcms! jakkf hvvhcms! hif bhi~ kvdl jkbs kj hvvhcms) Bhek ckivn`|vnkis hl s|bbhnulf hs jkaakws5  Vwk cahssls kj cklahvnki blvdkfs  Flvlcvnki hvl  @hvcdnig NN) @HCMGPK\IF Udligdhk Udhig ]8R vdns phpl |sls snb|avhilk|s B|avnpal _hcmlv Vhisbnssnki $B_V. vk nbpkzl vdl fkwianim pljkbhicl kj wnlalss ilvwkms) Wnvd B_V! vdl slifl chi slif vwk ckbphvn`al phcmlvs snb|avhilk|sa~ vk vwk fnsvnicv lclnzls hif chi fk|`al vdl vdk|gdp|v ni vdl nflha chsl) Vdns phpl jkbhanul vdl pk`alb kj jnifnig h scdlf|al vk slif k|v `|jjllf phcmlvs ni bninb|b vnbl hs jnifnig h bhtnb|b bhvcdnig pk`alb ni h ghpd)Vdll hl skbl anbnvs jk hnzha hvl vdhv chi haakw ni h ilvwkm) Jk hiki~bk|s l"bhna hppanchvnkis! Cdh|b ]0R pkpkslf |snig lah~ slzls! chaalf bntls! wdncd lic~pv hif lk|vl blsshgls) Hi HIKBHA^ _PKVLCVNKI \SNIG @HVCDNIG SVPHVLGNLS 

Anomal Protection Using Batching Strategies

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Page 1: Anomal Protection Using Batching Strategies

8/3/2019 Anomal Protection Using Batching Strategies

http://slidepdf.com/reader/full/anomal-protection-using-batching-strategies 1/6

 

Ek|iha kj Ckbp|vl Hppanchvnkis $ECH.

NSSI5 ?>76"8>0<! Zka|bl NZ! Nss|l 6! 0?88

883

B) Pli|mhflzn h!%! I) @dhsmh `!8! P) _h`| c!0 

 H`svhcv " Vhjjnc hiha~sns ns v~pnchaa~ ck|ivllf `~ vdl |sl kj 

nivlblfnh~ ikfls! wdksl kal ns vk plv|` vdl vhjjnc jakw

hif vd|s ckij|sl hi ltvliha k`slzl) S|cd nivlblfnhnls hl

chaalf bntls) Wl hfflss hvvhcms vdhv ltpaknv vdl vnbnig

`ldhznk| kj VC_ hif kvdl pkvkckas hif hppanchvnkis ni

akw"ahvlic~ hiki~bnv~ ilvwkms) Nivlblfnhnls flah~ hif

lk|vl ltcdhiglf blsshgls! lkfl vdlb! phf vdln snul! k

pljkb kvdl kplhvnkis s|cd h bnt ilvwkm vk dhifal bhna

vhjjnc) Bntls dhzl `lli |slf ni bhi~ hiki~bk|s

ckbb|inchvnki s~svlbs hif hl s|ppkslf vk pkznfl ck|ivl

blhs|ls vk fljlhv vhjjnc hiha~sns hvvhcms) Vdll hl bhi~

hvvhcms vdhv kcc| ni vdl ilvwkms s|cd hs Snimdkal hvvhcms!

Wkbdkal hvvhcms! hif jakw cklahvnki hvvhcms hif sk ki) Wljkc|s ki h phvnc|ah cahss kj vhjjnc hiha~sns hvvhcms! mikwi hs

jakw cklahvnki hvvhcms! `~ wdncd hi hfzlsh~ hvvlbpvs vk

hiha~sl vdl ilvwkm vhjjnc hif cklahvl vdl vhjjnc kj h jakw

kzl hi nip|v anim wnvd vdhv kzl hi k|vp|v anim)

Jakw"cklahvnki hvvhcms hvvlbpv vk lf|cl vdl hiki~bnv~

flgll `~ lsvnbhvnig vdl phvd kj jakws vdk|gd vdl bnt

ilvwkm) Vwk cahssls kj cklahvnki blvdkfs hl ckisnfllf!

ihbla~ vnbl"fkbhni blvdkfs hif jlx|lic~"fkbhni blvdkfs)

Ni vdl vnbl fkbhni! svhvnsvncha nijkbhvnki h`k|v hvl

fnsvn`|vnkis ns ckaalcvlf hif |slf vk nflivnj~ vdl vhjjnc

flpliflic~) Ni vdl jlx|lic~ fkbhni! nv nflivnjnls vhjjnc

snbnahnvnls `~ ckbphnig vdl Jk|nl splcvh kj vnbnig fhvh)

Vdl lbpnncha ls|avs pkznflf ni vdns phpl gnzl hi nifnchvnki

vk flsngils kj Bnt ilvwkms h`k|v hppkpnhvl ckijng|hvnkishif blcdhinsbs vk ̀ l |slf vk ck|ivl jakw"cklahvnki hvvhcms)

  Niflt Vlbs " Bnt! hiki~bnv~! jakw"cklahvnki hvvhcm!

nivlblfnhnls ikfl! slc|nv~)

N) NIVPKF\CVNKI 

Vdl Nivlilv ns h gak`ha s~svlb kj nivlckiilcvlf ckbp|vl

ilvwkms vdhv |sl vdl svhifhf Nivlilv _kvkcka S|nvl $VC_+N_. vk

slzl `naankis kj |sls wkafwnfl) Nv ns h ilvwkm kj ilvwkms vdhv

ckisnsvs kj bnaankis kj pnzhvl! p|`anc! hchflbnc! `|snilss! hif

gkzlibliv ilvwkms! kj akcha vk gak`ha sckpl! vdhv hl animlf `~ h

`khf hh~ kj lalcvkinc! wnlalss hif kpvncha ilvwkmnig

vlcdikakgnls) Vdl Nivlilv chnls h zhsv higl kj  nijkbhvnki

lsk|cls hif slzncls! s|cd hs vdl nivl"animlf d~plvltvfkc|blivs kj vdl Wkaf Wnfl Wl` $WWW. hif vdl nijhsv|cv|l

vk s|ppkv lalcvkinc bhna) 

Bhi|scnpv lclnzlf! 00"Kcv"0?88)

B) Pli|mhflzn h!%!

Flphvbliv kj Ckbp|vl Scnlicl hif Lignillnig!

S)H)Lignillnig Ckaalgl! Cdliihn)

L"bhna5 cslli|mhflzn83Ogbhna)ckb 

I) @dhsmh `!8!

Flphvbliv kj Nijkbhvnki Vlcdikakg~!

F) Phighhehi F) Shm|ivdhah lignillnig! Cdliihn)

L"bhna5 nv`dhsmhhiOgbhna)ckb 

P) _h`|c!0! Hssnsvhiv _kjlssk! 

Flphvbliv kj Nijkbhvnki Vlcdikakg~!

F) Phighhehi F) Shm|ivdhah lignillnig! Cdliihn)L"bhna5 fppnvOgbhna)ckb 

Bksv vhfnvnkiha ckbb|inchvnkis blfnh nica|fnig vlalpdkil!

b|snc! jnab! hif vlalznsnki hl lsdhplf k lfljnilf `~ vdl

Nivlilv! gnznig `nvd vk ilw slzncls s|cd hs Zkncl kzl Nivlilv

_kvkcka $ZkN_. hif N_VZ) Nv dhs `lnig nflivnjnlf vdhv lic~pvnki

hakil fkls ikv pkznfl slc|nv~ jk h |sl! snicl vhjjnc hiha~sns chi

lhsna~ |ickzl nijkbhvnki h`k|v vdl phvncnphivs ni h fnsvn`|vlf

hppanchvnki)

Vdl hiki~bnv~ kj vdl s~svlb ns hvvhcmlf lnvdl `~ ltcdhigl kj 

phcmlvs k znh vdl lic~pvnki) F|l vk vdns vdl hiki~bnv~ kj vdl |sl

ns lf|clf) Vdlljkl h ljjncnliv lic~pvnki chi `l |slf vk plzliv

phcmlv ckivliv nisplcvnki) Glilhaa~ vhjjnc kcc|s ni h ckiglsvlf

ilvwkm wdll vdl hiki~bnv~ hif pnzhc~ kj |sl ns ckbpalvla~

flsvk~lf) Vhjjnc hiha~sns ns v~pnchaa~ ck|ivllf `~ vdl |sl kj nivlblfnh~ ikfls! wdksl kal ns vk plv|` vdl vhjjnc jakw hif

vd|s ckij|sl hi ltvliha k`slzl) S|cd nivlblfnhnls $kjvli chaalf

bntls. flah~ hif lk|vl ltcdhiglf blsshgls! lkfl vdlb! phf

vdln snul! k pljkb kvdl kplhvnkis)

Ni vdl plznk|s lslhcdnig phpls vdl hiki~bnv~ kj vdl s~svlb ns

|nilf `~ zhnk|s mnifs kj hvvhcms vdhv kcc| ni vdl ilvwkm) Skbl

kj vdl hvvhcms vdhv kcc| ni vdl ilvwkm s|cd hs Snim"Dkal hvvhcm!

Wkb"Dkal hvvhcm hif Jakw"Cklahvnki hvvhcm) Ni vdns phpl! wl

jkc|s ki h phvnc|ah v~pl kj hvvhcm chaalf hs Jakw"Cklahvnki

hvvhcm wdksl kal ns vk lf|cl vdl hiki~bnv~ kj vdl |sl ni h

ckiglsvlf ilvwkm) Ni glilha! jakw cklahvnki hvvhcms hvvlbpvs vk

lf|cl vdl hiki~bnv~ kj vdl |sl! cklahvnki hiha~uls vdl vhjjnc ki

h slv kj anims nisnfl vdl ilvwkm hif lf|cl vdl slc|nv~ hif dlaps

vdl hfzlsh~ nflivnj~ vdl phvd kj h jakw hif ckislx|liva~ lzlhakvdl cnvncha nijkbhvnki lahvlf vk vdl jakw)

Vdl ckiglsvnki wnaa kcc| f|l vk vdl `kvvalilcms kcc|s ni vdl

ilvwkm) Sk vdhv vdl ilvwkm ns ikv ljjncnliv hif slc|lf vk slif vdl

fhvh snicl vdl fhvh bngdv `l aksv) Vk kzlckbl vdns! hi Nivlblfnhvl

ikfl ns |slf vk slif vdl fhvh ni h slc|lf bhiil kzl vdl ilvwkm)

Vdl kal kj vdl Nivlblfnhvl ikfl ns vk plv|` vdl vhjjnc jakw hif

vd|s ckij|sl hi ltvliha k`slzl) Ni vdns phpl! wl jkc|s ki

slc|lf hagknvdbs hif skbl vlcdinx|ls mikwi hs @hvcdnig hif

lckfnig vlcdinx|ls vk nbpkzl vdl hiki~bnv~ kj vdl |sls ni vdl

ilvwkm) @hvcdnig svhvlgnls hl flsngilf vk plzliv ikv kia~

snbpal vnbnig hiha~sns hvvhcms! `|v hask pkwlj|a vncmal hvvhcms!

jakkf hvvhcms! hif bhi~ kvdl jkbs kj hvvhcms) Bhek ckivn`|vnkis

hl s|bbhnulf hs jkaakws5

† Vwk cahssls kj cklahvnki blvdkfs

† Flvlcvnki hvl

† @hvcdnig

NN) @HCMGPK\IF 

Udligdhk Udhig ]8R vdns phpl |sls snb|avhilk|s B|avnpal _hcmlv

Vhisbnssnki $B_V. vk nbpkzl vdl fkwianim pljkbhicl kj 

wnlalss ilvwkms) Wnvd B_V! vdl slifl chi slif vwk ckbphvn`al

phcmlvs snb|avhilk|sa~ vk vwk fnsvnicv lclnzls hif chi fk|`al vdl

vdk|gdp|v ni vdl nflha chsl) Vdns phpl jkbhanul vdl pk`alb kj 

jnifnig h scdlf|al vk slif k|v `|jjllf phcmlvs ni bninb|b vnbl hs

jnifnig h bhtnb|b bhvcdnig pk`alb ni h ghpd)Vdll hl skbl

anbnvs jk hnzha hvl vdhv chi haakw ni h ilvwkm)Jk hiki~bk|s l"bhna hppanchvnkis! Cdh|b ]0R pkpkslf |snig

lah~ slzls! chaalf bntls! wdncd lic~pv hif lk|vl blsshgls) Hi

HIKBHA^ _PKVLCVNKI \SNIG

@HVCDNIG SVPHVLGNLS 

Page 2: Anomal Protection Using Batching Strategies

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Hikbha~ _kvlcvnki \snig @hvcdnig Svhvlgnls 

886

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lic~pvnki jk h |sl ns pkznflf `~ |snig hi lic~pvnki blvdkf)

Kinki Pk|vnig ]3R ns |slf jk pkznfnig lic~pvnki ni hi

hiki~bnv~ ilvwkms) Hi lic~pvlf blsshgl ns snbnah vk hi kinki

ckisv|cvlf `~ h slifl! wdk slifs vdl kinki vk vdl jnsv bnt) Vdl

svlps |slf ni vdl Kinki k|vnig hl hs jkaakw5

†  \snig nvs pnzhvl ml~! vdl jnsv bnt pllas kjj vdl jnsv ah~l!

wdncd ns lic~pvlf |snig vdl p|`anc ml~ kj vdl jnsv bnt)

†  Nisnfl vdl jnsv ah~l hl vdl slckif bnt„s hfflss hif vdl lsvkj vdl kinki! wdncd ns lic~pvlf wnvd vdl slckif bnt„s

p|`anc ml~)

†  Hjvl glvvnig vdl slckif bnt„s hfflss! vdl jnsv bnt jkwhfs

vdl pllalf kinki vk vdl slckif bnt) Vdns pkclss lplhvs haa

vdl wh~ vk vdl lclnzl)

†  Vdl ckl phv kj vdl kinki ns vdl lclnzl„s hfflss hif vdl

lha blsshgl vk `l sliv vk vdl lclnzl `~ vdl ahsv bnt)

S|d]6R Cdhhcvlnul hif flvlcv vdl Sm~pl"lahvlf vhjjnc) Vdns phpl

jkc|sls ki cdhhcvlnunig hif flvlcvnig lah~lf vhjjnc glilhvlf `~

Sm~pl! h pkp|ah zkncl kzl N_ hppanchvnki vdhv |sls lah~s) Sm~pl ns

hi Nivlilv slzncl vdhv |sls zkncl kzl Nivlilv pkvkcka $ZKN_.

vlcdikakg~ vk haakw plkpal jkb haa kzl vdl wkaf vk ckbb|inchvl)Chaa x|hanv~ jkb Sm~pl bh~ s|jjl nj ~k| dhzl h

sakwl"vdhi"hzlhgl Nivlilv ckiilcvnki) C|svkbls bh~ hask

ltplnlicl nivljllicl f|nig chaas nj |snig h Sm~pl WNJN k

ckfalss pdkil jkb kvdl flzncls s|cd hs k|vls! bnckwhzl

kzlis k lzli @a|lvkkvd"lih`alf flzncls vdhv kplhvl hv vdl shbl

jlx|lic~)  ^|hicdhk A| ]<R phpl jkc|s ki vhjjnc hiha~sns ki

lic~pvlf Zkncl kzl N_ $ZKN_. chaas hv vdl ilvwkm alzla hif vdl

hppanchvnki alzla)

^l Ud| ]:R bkfla vdl ljjlcvnzlilss kj snigal bntls k kj bnt

ilvwkms ni vlbs kj nijkbhvnki alhmhgl hif blhs|l nv ni vlbs kj 

ckzlv cdhiila chphcnv~) Vdl lahvnkisdnp `lvwlli vdl hiki~bnv~

flgll hif nijkbhvnki alhmhgl ns flscn`lf) Vdll hl fnjjlliv

blvdkfs vk `|naf hi hiki~bnv~ slzncl |snig bntls) H pll"vk"pll

bnt ilvwkm ns kil kj `lsv bnt ilvwkm wdncd pkznfls h `lvvlhiki~bnv~ jk vdl |sls ni bhi~ snv|hvnkis) Ckwfs ]7R! Vhuhi ]4R!

Bkpd Bnt ]>R! hif _< ]8?R `lakig vk vdns chvlgk~)Vdl pkssn`nanv~

kj h akil jakw hakig hi nip|v anim kj h bnt ns hiha~slf ̀ ~ vdl Slwlaa

]88R ) Nj vdl hvl kj vdns akil nip|v jakw bhvcdls wnvd vk vdl hvl kj h

jakw k|v kj vdl bnt! vdns phn kj nip|v jakw hif k|vjakw jakw hl

cklahvlf) Ni ]80R! Wngdv lv ha) hiha~ul phssnzl akggnig hvvhcms ki

hiki~bk|s ckbb|inchvnki ilvwkms) Fhiluns„s hvvhcm ]83R

fnsc|ss ki ckivni|k|s vnbl bnt) Cklahvnki"`hslf vhjjnc hiha~sns

scdlbls hl hppanch`al `l~kif hiki~bnv~ ilvwkms) Jk lthbpal!

vhjjnc hiha~sns dhs `lli s|cclssj|aa~ hppanlf vk nflivnj~ hif akchvl

svlppnig svkils ]86R! ]8<R! ]8:R) Bksv kj vdlsl vhjjnc hiha~sns

hppkhcdls hl vnbnig `hslf)

$H.

Snbpal flc~pvnki bnt ilv) Blsshgls hl lic~pvlf |ifl h

slx|licl kj p|`anc ml~s) Lhcd bnt ikfl lbkzls h ah~l kj 

lic~pvnki |snig nvs kwi pnzhvl ml~) Vdl ikfl sd|jjals vdl

blsshgl kfl! hif vhisbnvs vdl ls|av vk vdl iltv ikfl)

$@. Jng|l 8) $h. Bnt ilvwkm $`. Bnt ilvwkm wnvd h|vdlivnchvnki

Vdl lsv kj vdl phpl ns kghinulf hs jkaakws5 slcvnki 0 jnsv lznlws

vdl lahvlf wkm= slcvnki 3 nivkf|cls vdl blvdkfkakg~ ckiclilfni vdl phpl= slcvnki 6 flscn`ls vdl `hvcdnig svhvlgnls hif

hagknvdbs |slf= slcvnki < flscn`ls vdl ls|avs hiha~sns) Vdl

ckica|snki kj vdl phpl ns fnsc|sslf ni slcvnki :)

NNN) BLVDKFKAKG^ 

H bnt"ilvwkm hs h c~pvkghpdnc pnbnvnzl vdhv pkznfls

hiki~bnv~) H bnt"ilvwkm vhmls hs nip|v h i|b`l kj cnpdl vltvs

hif k|vp|vs h hifkb sd|jjal kj vdl cklspkifnig pahnivltvs)

Bntls wll pkpkslf `~ Cdh|b ]0R ni 8>48) Vdl bnt vhmls h

i|b`l kj nip|v blsshgls! hif k|vp|vs vdlb ni s|cd h wh~ vdhv nv ns

nijlhsn`al vk anim hi k|vp|v vk vdl cklspkifnig nip|v $k hi nip|v

vk vdl cklspkifnig k|vp|v.)Ckbbki hppanchvnkis kj bnt"ilvs hl

lalcvkinc zkvnig hif hiki~bk|s ilvwkm vhjjnc)Cah|fnh Fnhu ]87R plslivs hi hiha~sns kj bntls hif f|bb~ vhjjnc

pkancnls! wdncd hl `|nafnig `akcms kj hiki~bk|s slzncls) Bntls

hl h `hsnc `|nafnig `akcm jk hiki~bk|s hppanchvnkis) Ni kfl vk

niclhsl vdl hiki~bnv~ kj h bnt s~svlb! bntls hl |s|haa~

ckb`nilf ni h bnt ilvwkm) Vdns wh~! vdl jhcv vdhv skbl bntls hl

ck|pvlf k ckivkaalf ̀ ~ hi hvvhcml fkls ikv ̀ lhm vdl hiki~bnv~

kj vdl |sls $vdl hiki~bnv~ kj h blsshgl ns g|hhivllf lzli nj kia~

kil kj vdl bntls ni vdl phvd kj vdl blsshgl ns dkilsv.) Hask! vdl

lanh`nanv~ kj vdl s~svlb ns nbpkzlf! `lch|sl vdl jhna|l kj h bnt

fkls ikv alhf vk h flinha kj slzncl) Vdl fnshfzhivhgls ni bnt

ilvwkm! ns vdhv vdl hfzlsh~ ikfl chi lhsna~ lckisv|cv vdl phvd

kj vdl ckiilcvnki `~ ckb`ninig blhs|lblivs hif ls|avs kj jakw

cklahvnki lnvdl hv vdl ilvwkm `k|ifhnls k wnvdni vdl ilvwkm)

Vdl hvvhcm ni bkl flvhna! Jng 0 sdkws h fnhghbbhvnclplslivhvnki wdncd vdl hfzlsh~ bh~ |sl vk pljkb jakw

cklahvnki) Vdl jakw cklahvnki hvvhcm chi `l fnsckzllf `~ jk|

vlcdinx|ls)

†  Fhvh ckaalcvnki

†  Jakw phvvli zlcvk ltvhcvnki

†  Fnsvhicl j|icvnki slalcvnki

†  Jakw cklahvnki

Vdns slcvnki fnsc|ssls vdl vhjjnc hiha~sns blvdkfkakgnls vdhv bh~

`l flpak~lf ̀ ~ hi hfzlsh~) Plchaa vdl k`elcvnzl kj vdl hfzlsh~„s

ns vk cklahvl hi nickbnig jakw vk hi k|vp|v anim hv h Bnt) Vdns ns

mikwi hs jakw"cklahvnki hvvhcms! wdll hi hfzlsh~ bh~fnscaksl vdl ckbb|inchvnki lahvnkisdnp `lvwlli h slifl hif h

lclnzl `~ blhs|nig vdl snbnahnv~ `lvwlli vdl slifl's k|v`k|if

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Ek|iha kj Ckbp|vl Hppanchvnkis $ECH.

NSSI5 ?>76"8>0<! Zka|bl NZ! Nss|l 6! 0?88

88<

jakw hif vdl lclnzl's ni`k|if jakw) Zhnk|s vlcdinx|ls dhzl ̀ lli

|slf vk fnscaksl vdl |sl hiki~bnv~ kj hi |sl) Vdl~ hl hs jkaakw5

Vlcdinx|l 85 Ckaalcvnki kj Fhvh

Vdl hfzlsh~ ns h`al vk ckaalcv nijkbhvnki h`k|v haa vdl phcmlvs ki

`kvd nip|v hif k|vp|v anims $hss|bpvnki.) Jk lhcd ckaalcvlf

phcmlv! vdl hnzha vnbl ns lckflf hif hask haa vdl phcmlvs hl

lic~pvlf hif phfflf vk vdl shbl snul) Vdl hnzha vnbls kj phcmlvs

hv nip|v anim ‑n‒ jkb h vnbl slnls) 

Hn 2 } $hn!8. !…)) $h n!. rWdll hn!m ns vdl m vd phcmlv„s hnzha vnbl hv nip|v anim ‑n‒ hif ‑‒ ns

vdl snul kj vdl shbpal ckaalcvlf f|nig h gnzli shbpanig nivlzha)

Snbnaha~! vdl hnzha vnbls kj phcmlvs hv k|vp|v anim e jkb h vnbl

slnls)

@ e 2 } $h e!8. !…)) $hn!s. r

Wdll  ̀e!m  ns vdl m vd phcmlv„s hnzha vnbl hv k|vp|v anim ‑e‒! hif ‑s‒

ns vdl snul kj vdl shbpal ckaalcvlf f|nig h gnzli shbpanig nivlzha)

Vdl phcmlvs ckbl k|v jkb bntls ni `hvcdls)

Jng|l 0) Vlcdinx|ls ni Jakw"cklahvnki

Vlcdinx|l 05 Ltvhcvnki kj Jakw _hvvli Zlcvk

Vdl hnb kj vdl hfzlsh~ ns vk hiha~sl vdl vnbl slnls Hns hif @ es ni

kfl vk flvlbnil ‑Snbnahnv~‒ `lvwlli hi nip|v jakw hif hi

k|vp|v jakw kj vdl bnt) H fnlcv hiha~sns kzl vdlsl vnbl slnls wnaa

ikv `l ljjlcvnzl) Vdl~ illf vk `l vhisjkblf nivk sk"chaalf phvvli

zlcvks) Vdl vnbl slnls Hn ns vhisjkblf nivk phvvli zlcvk)

Tn 2 }$ tn! 8. !))))) ! $tn!x.r

Hif vnbl slnls @ e ns vhisjkblf nivk phvvli zlcvk

 ̂e 2 }$ ~n!8. !))))) ! $~n!x.r

Vlcdinx|l 35 Slalcvnki kj Fnsvhicl J|icvnkiWl fljnil vdl fnsvhicl j|icvnki f$T n!  ̂e. !wdncd blhs|ls vdl

‑fnsvhicl‒ `lvwlli hi nip|v jakw hv nip|v anim ‑n‒ hif vdl vhjjnc hv

k|vp|v anim 

‑e‒) Vdl sbhaal vdl fnsvhicl! vdl bkl anmla~ vdl jakw ki hi nip|v

anim ns cklahvlf vk vdl cklspkifnig jakw ki vdl k|vp|v anim)

Vlcdinx|l 65 Jakw CklahvnkiKicl vdl fnsvhicl j|icvnki dhs `lli fljnilf `lvwlli hi nip|v jakw

hif hi k|vp|v anim! nv chi `l lhsna~ ch~ k|v vdl cklahvnki hiha~sns

`~ slalcvnig vdl k|vp|v anim wdksl vhjjnc dhs vdl bninb|b fnsvhicl

vk nip|v jakw phvvli zlcvk Tn) Vdns phpl jkc|sls ki plzlivnig

Jakw"cklahvnki hvvhcm jkb vdl hfzlsh~ ikfl) Vdl

Jakw"cklahvnki hvvhcm chi `l kzlckbl `~ |snig vdl Nivlblfnhvl

ikfl) Vdns nivlblfnhvl ikfl pljkbs vdl `hvcdnig hif vdllkflnig vlcdinx|ls jk pkznfnig slc|nv~ vk vdl fhvh znh h

ckiglsvlf ilvwkm)

NZ) @HVCDNIG SVPHVLGNLS HIF HAGKPNVDB 

@hvcdnig svhvlgnls hl flsngilf vk plzliv pkwlj|a vncmal hvvhcms!

jakkf hvvhcms! hif bhi~ kvdl jkbs kj hvvhcms) Nv ns hask |slf vk

plzliv snbpal vnbnig hiha~sns hvvhcms) Vh`al 8 sdkw vdl slzli

`hvcdnig svhvlgnls) Vdl~ hl hs jkaakw5

Vh`al 8

@hvcdnig Svhvlgnls ]84R$h.  GAKSSHP^

@hvcdnig Svhvlgnls chi `l hcdnlzlf `~ |snig vdl lkflnig

vlcdinx|ls) Ni vdns pkpkslf scdlbl! vdl hvvhcms jkc|s ki vdl vhjjnc

cdhhcvlnsvncs) Hs lkflnig fkls ikv snginjnchiva~ cdhigl phcmlv

nivlhnzha vnbls jk bntls vdhv |sl `hvcdnig! vdlsl hvvhcms hl

|ihjjlcvlf `~ lkflnig) Vd|s! vdlsl ls|avs hl hppanch`al vk

s~svlbs vdhv |sl hi~ mnif kj lkflnig blvdkfs) Bkl plcnsla~!

lkflnig hl ni haa chsls ch|slf `~ phcmlvs `lnig flah~lf `~ vdl

`hvcdl! hif chi vdlljkl `l dhifalf `~ bkfnj~nig vdl `hvcdnig

hagknvdb hcckfniga~)

$`. Hagknvdb

Hi~ kj vdl `hvcdnig svhvlgnls chi `l nbpalblivlf ni vwk wh~s5

†  Anim"@hslf @hvcdnig

†  Bnt"@hslf @hvcdnig

Anim"@hslf @hvcdnig5 Ni vdns blvdkf! slphhvl x|l|l ns haakchvlf

jk lhcd k|vp|v anim) Flplifnig ki nvs flsvnihvnki h ilwa~ hnzlf

phcmlv ns p|v nivk h x|l|l) Kicl h `hvcd ns lhf~ jkb h phvnc|ah

x|l|l $pl vdl `hvcdnig svhvlg~.! vdl phcmlvs hl vhmli k|v kj vdl

x|l|l hif vhisbnvvlf kzl vdl cklspkifnig anim)

Bnt"@hslf @hvcdnig5 Ni vdns blvdkf! h snigal x|l|l ns haakchvlf

jk vdl livnl bnt) Slalcvlf `hvcdnig svhvlg~ ns hppanlf vk vdnsx|l|l) Vdhv ns! kicl h `hvcd ns lhf~ $pl vdl `hvcdnig svhvlg~.! vdl

phcmlvs hl vhmli k|v vdl x|l|l hif vhisbnvvlf kzl anims `hslf ki

vdl phcmlvs„ flsvnihvnki) Vdlsl vwk blvdkfs dhs nvs kwi hfzhivhgls

i x|l|l snul

b vdlsdkaf vk ckivka vdl phcmlv slifnig

v vnbl's plnkf nj h vnbl ns |slf

j vdl bninb|b i|b`l kj phcmlvs aljv ni vdl pkka jk pkka Bntls

_ h jhcvnki kia~ |slf ni Vnblf F~ihbnc"_kka Bnt

Svhvlg~

Niflt

Ihbl Hfe|svh

`al

_hhbl

vls

Hagknvdb

S? Snbpal

_kt~

ikil ik `hvcdnig k lkflnig

S8 Vdlsdkaf

Bnt

1 i 9 nj i 2 h! slif i phcmlvs

S0 Vnblf Bnt 1 v 9 nj vnbl vnbls k|v! slif i

phcmlvs

S3 Vdlsdkaf

K Vnblf

Bnt

1 b! v 9 nj vnbl vnbls k|v! slif i

phcmlvs= laslnj i 2 b }slif i

phcmlvs= lslv vdl vnblr

S6 Vdlsdkaf

hif Vnblf

Bnt

1 b!v 9 nj $vnbl vnbls k|v. hif $i 9

h.! slif i phcmlvs

S< Vdlsdkaf

_kka Bnt

1 b ! j  

9

nj i 2 b - +! slif b hifkba~

cdksli phcmlvs

S:  Vnblf _kka

Bnt

1 v ! j 9 nj $vnbl vnbls k|v. hif $i 9

  j . ! slif i ‖ j hifkba~

cdksli phcmlvsS7  Vnblf

F~ihbnc"_k

ka Bnt

1 b ! v !

  j ! p 9

nj $vnbl vnbls k|v. hif $i 9 h

- +.! slif bht$ a ! ]p$i ‖ j.Q.

hifkba~ cdksli phcmlvs

6) Jakw

Cklahvnki

Hvvhcm

0) Fhvh hl dhcmlf

`hslfki _hvvli Hiha~sns

8) Fhvh hl ckaalcvlf

jkb lhcd

phcmlvs

ni ilvwkm3) Fnsvhicl J|icvnki

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Hikbha~ _kvlcvnki \snig @hvcdnig Svhvlgnls 

88:

hif fnshfzhivhgls) Vdl ckivka kj anim"`hslf ̀ hvcdnig ns fnsvn`|vlf

nisnfl vdl bnt hif dlicl bh~ dhzl gkkf ljjncnlic~) Ki vdl kvdl

dhif! bnt"`hslf `hvcdnig |sls kia~ kil x|l|l hif dlicl ns lhsnl

vk bhihgl) Wl ckisnfl `kvd blvdkfs ni vdns phpl) Vdl

ljjlcvnzlilss kj ckivni|k|s bntls ]8>R! dhzl `lli lcliva~

flscn`lf) Wl fnsc|ss ni flvhna dkw vk ltvlif k| wkm vk ahgl

hif ckbpanchvlf bnt ilvwkms ni ]0?R)

Ni vdns phpl! wl hss|bl vdhv vdl hfzlsh~ |sls h cahssncha vnbnig

hiha~sns hvvhcm ]08R! ]00R wdncd ns pkp|aha~ mikwi hs

jakw"cklahvnki hvvhcms) Vdl hfzlsh~ chiikv cklahvl $`hslf kiphcmlv vnbnig! ckivliv! k snul. h phcmlv ki hi nip|v anim vk hikvdl

phcmlv ki vdl k|vp|v anim) _hcmlv cklahvnki ̀ hslf ki phcmlv vnbnig

ns plzlivlf `~ `hvcdnig! hif cklahvnki `hslf ki ckivliv hif

phcmlv snul ns plzlivlf `~ lic~pvnki hif phcmlv phffnig!

lsplcvnzla~) Ni plznk|s lslhcd phpls vdl~ |sl HLS lic~pvnki

hagknvdb hi f sdkvlsv phvd hagknvdb jk hiha~unig vdl vhjjnc ni

vdl ilvwkm) Vdl sdkvlsv phvd pk`alb ns vdl pk`alb kj jnifnig h

phvd `lvwlli vwk zlvncls $k ikfls. s|cd vdhv vdl s|b kj vdl

wlngdvs kj nvs ckisvnv|liv lfgls ns bninbnulf) Sdkvlsv phvd

hagknvdbs hl hppanlf vk h|vkbhvnchaa~ jnif fnlcvnkis `lvwlli

pd~sncha akchvnkis! s|cd hs fnznig fnlcvnkis ki wl` bhppnig

wl`snvls anml Bhpx|lsv k Gkkgal Bhps) Vdl Sdkvlsv phvd

hagknvdb ns |slf ni vdns phpl vk jnif vdl nivlblfnhvl s~svlb jkb

vdl lif"s~svlbs) Vdli vdl `hvcdnig hagknvdb ns |slf jk slifnigvdl fhvh„s ni h slc|nv~ bhiil)

H) Hcdnvlcv|lNv haa|fls vk vdl kzlhaa sv|cv|l kj vdl s~svlb hif vdl wh~s ni

wdncd vdhv sv|cv|l pkznfls ckiclpv|ha nivlgnv~ jk h s~svlb) Ni h

`khfl slisl dkwlzl ckbpkilivs chi `l glilhanulf vk lplsliv

bhek s~svlb lalblivs hif vdln nivlhcvnki)

Vdns phpl glilhaa~ |slf vk kzlckbl vdl kzldlhf vdhv kcc|s ni

vdl ckiglsvlf ilvwkm) Vdl ckijnflivnha jnal chiikv `l slif znh vdl

ckiglsvlf ilvwkm) Vk kzlckbl vdns Nivlblfnhvl ikfl ns slalcvlf

jkb h ckiglsvlf ilvwkm vk slif vdl ckijnflivnha jnals ni h slc|l

bhiil znh vdl ckiglsvlf ilvwkm) Hi nivlblfnhvl ikfl ns

slalcvlf `hslf ki vdl sdkvlsv"phvd hagknvdb) Nv wnaa calh jkb vdl

Jng 3 vdhv vdl |sl $slzl. pah~nig h znvha kal ni slifnig vdl fhvh nih ckijnflivnha bhvvl) Vdl hfzlsh~ chi lhsna~ nflivnj~ vdl fhvh

jkb h ckiglsvlf ikfl hif lf|cl vdl hiki~bnv~ kj h |sl) Vk

hzknf vdns clvhni ikfls hl slalcvlf jkb vdl ckiglsvlf ilvwkm 

`hslf ki vdl sdkvlsv phvd hagknvdb) Vdl fhvh`hsl ckivhnis spllf

kj lhcd ikfl hif `hslf ki vdln spllf h slc|lf nivlblfnhvl ikfl

ns slalcvlf) 

Jng|l 3) Hcdnvlcv|l

H `lsv phvd ns slalcvlf `~ vdl |sl vk slif vdl lic~pvlf fhvh

znh vdl nivlblfnhvl ikfl) Vk nbpkzl vdl pljkbhicl kj 

hiki~bnv~ |sls! vdl fhvh hl lic~pvlf |snig vdl PSH

hagknvdb) PSH kjjls h wnfl higl kj svkig vwk"jhcvk

h|vdlivnchvnki ska|vnkis vk dlap kghinuhvnkis hss|l |sl

nflivnvnls hif bllv ckbpanhicl lx|nlblivs)

@) PSH Hagknvdb

PSH ns hi lic~pvnki hagknvdb) Nv ns wnfla~ |slf jk lic~pvnig

nbpkvhiv blsshgls k fngnvhaa~ snginig fkc|blivs jk l"ckbblcl

hif ns nica|flf hs phv kj Wl` ̀ kwsls ̀ ~ Ilvschpl hif Bnckskjv)

Vdl lic~pvnki hagknvdb whs flzlakplf `~ Pki Pnzlsv! Hfn!Sdhbn hif Ali Hfalbhi $P ! S hif H. hv vdl Bhsshcd|sslvs

Nisvnv|vl kj Vlcdikakg~ $BNV. ni 8>77]03R) PSH lic~pvs ki vdl

pnicnpal kj h pnzhvl ml~ hif h p|`anc ml~) \sls wdk wnsd vk

lic~pv fhvh jnsv lic~pv vdl blsshgl |snig h pnzhvl ml~) Vdns

lic~pvlf blsshgl chi kia~ `l flc~pvlf |snig h p|`anc ml~! wdncd

dhs halhf~ `lli fnsvn`|vlf vk vdl lcnpnlivs kj vdl blsshgl) Vdl

pnbh~ hfzhivhgl kj PSH ckbls jkb vdl jhcv vdhv wdnal nv ns lhs~

vk b|avnpa~ vwk d|gl pnbl i|b`ls vkglvdl vk k`vhni vdl pkf|cv!

nv ns ckbp|vhvnkihaa~ fnjjnc|av vk fk vdl lzlsl)

PSH ns svnaa vdl bksv wnfla~ |slf lic~pvnki hagknvdb) Dkwlzl

wdnal kvdl svhifhfs s|cd hs FLS hl jhsvl vk flc~pv! PSH

lbhnis hi nif|sv~ jhzk|nvl jk lic~pvnig fhvh wnvd bhi~

`lanlznig nv's 0?64 `nv ml~ lic~pvnki ns znv|haa~ |i`lhmh`al)

Vdl PSH ns vdl jnsv hagknvdb mikwi vk `l s|nvh`al jk snginig hswlaa hs lic~pvnki! hif whs kil kj vdl jnsv glhv hfzhicls ni p|`anc

ml~ c~pvkghpd~) PSH ns wnfla~ |slf ni lalcvkinc ckbblcl

pkvkckas! hif ns `lanlzlf vk `l slc|l gnzli s|jjncnliva~ akig ml~s

hif vdl |sl kj |p"vk"fhvl nbpalblivhvnkis) Nv ns bhnia~ |slf jk

pkznfnig slc|nv~ jk vdl phvncnphiv $|sls.)

Jng|l 6) H|vdlivnchvnki pkznflf ni PSH Hagknvdb

Vdl PSH scdlbl ns h ̀ akcm cnpdl ni wdncd vdl pahnivltv hif cnpdl

vltv hl nivlgls `lvwlli hif i"8 jk skbl i) H v~pncha snul jk i ns

8?06 `nvs! k 3?> flcnbha fngnvs) Lic~pvnki hif Flc~pvnki hl vdl

vwk bhni ckiclpvs kj PSH wdllhs vdl pahnivltv `akcm ns flcahlf

hs B hif cnpdl vltv `akcm hs C! s|cd hsc 2 bl bkf i

b2 cf bkf i

@kvd vdl slifl hif lclnzl b|sv mikw vdl zha|l kj i) Vdl zha|l kj 

—l„ ns mikwi vk vdl slifl! hif kia~ vdl lclnzl mikws vdl zha|l kj 

f) Vdns PSH hagknvdb b|sv shvnsj~ vdl jkaakwnig lx|nlblivs5

†  Nv ns pkssn`al vk jnif zha|ls kj l! f! i s|cd vdhv blf bkf i 2 B jk

haa B 1 i)

†  Nv ns lahvnzla~ lhs~ vk chac|ahvl bkf bl bkf i hif cf bkf i jk

haa zha|ls kj B 1 i)

†  Nv ns nijlhsn`al vk flvlbnil f gnzli l hif i)

C) Svlps ni PSH Hagknvdb

Vdl PSH hagknvdb nizkazls vdll svlps5 ml~ glilhvnki!

lic~pvnki hif flc~pvnki)

Lic~pvnki

* Fhvh

Nivlblfnhvl 

Ikfl Slalcvnki Spllf kj lhcd Ikfl

Ilvwkm

Plclnzl

$Flc~pvlf fhvh.

_hvd SlalcvnkiSlzl

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Ek|iha kj Ckbp|vl Hppanchvnkis $ECH.

NSSI5 ?>76"8>0<! Zka|bl NZ! Nss|l 6! 0?88

887

Ml~ glilhvnki

PSH nizkazls h p|`anc ml~ hif h pnzhvl ml~) Vdl p|`anc ml~ chi

`l mikwi vk lzl~kil hif ns |slf jk lic~pvnig blsshgls)

Blsshgls lic~pvlf wnvd vdl p|`anc ml~ chi kia~ `l flc~pvlf

|snig vdl pnzhvl ml~) Vdl ml~s jk vdl PSH hagknvdb hl glilhvlf

vdl jkaakwnig wh~5

†  Cdkksl vwk fnsvnicv pnbl i|b`ls p hif x)

Jk slc|nv~ p|pksls! vdl nivlgls  p hif x sdk|af `l cdksli hvhifkb! hif sdk|af `l kj snbnah `nv"aligvd) _nbl nivlgls chi `l

ljjncnliva~ jk|if |snig h pnbhna~ vlsv) 

†  Ckbp|vl i 2 px)

i ns |slf hs vdl bkf|a|s jk `kvd vdl p|`anc hif pnzhvl ml~s 

†  Ckbp|vl ϊ$ i. 2 $ p –8.$ x –8.! wdlpl ϊ ns L|al's vkvnliv

j|icvnki) 

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n)l) l hif ϊ$i. hl ckpnbl) 

†  Flvlbnil f 2 l–8 bkf ϊ$ i.= n)l) f ns vdl b|avnpanchvnzl nizlsl

kj l bkf ϊ$i.)

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mlpv hs vdl pnzhvl ml~ ltpkiliv)

Vdl p|`anc ml~ ckisnsvs kj vdl bkf|a|s i hif vdl p|`anc $k

lic~pvnki. ltpkiliv l) Vdl pnzhvl ml~ ckisnsvs kj vdl pnzhvl $kflc~pvnki. ltpkiliv f wdncd b|sv `l mlpv slclv)

Lic~pvnki

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lzlsn`al pkvkcka mikwi hs h phffnig scdlbl) Dl vdli ckbp|vls

vdl cnpdl vltv c cklspkifnig vk

 c 2 bl $bkf i.

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sx|hnig) @k` vdli vhisbnvs c vk Hancl)

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ckbp|vnig

 b 2 c f 

$bkf i.)Gnzli b! sdl chi lckzl vdl kngniha blsshgl B `~ lzlsnig vdl

phffnig scdlbl)

Z) PLS\AV HIHA^SNS 

Vdns phpl hnslf vdl nss|ls kj vdl vhjjnc vdhv kcc|s ni ilvwkm 

wdksl kal ns vk lf|cl vdl hiki~bnv~ kj vdl |sl wdncd ns jhbk|sa~

mikwi hs Jakw Cklahvnki Hvvhcm) Vdns Jakw cklahvnki hvvhcms

fkpplf vdl phcmlvs jkb vdl ilvwkm |snig vdl ni`k|if hif

k|v`k|if anim kj vdl phcmlvs vk ckaalcv haa vdl nijkbhvnki jkb nv)

S|cd phcmlv akss chi kcc| ni kzlakhflf ilvwkms k ni wnlalss

slvvnigs wdll liznkiblivha nivljllicl chi ch|sl phcmlvs vk `l

fkpplf) @hslf ki vdl vdlhv bkfla hif mikwi svhvlgnls ni

ltnsvnig bnt ilvwkms! vdns phpl pljkbs ltvlisnzl ltplnblivs

vk hiha~sl vdl pljkbhicl kj bntls) Vdl Jakw Cklahvnki Hvvhcms

chi `l kzlckbl `~ |snig vdl Nivlblfnhvl Ikfl hif ljjncnliv

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hfflsslf ni vdl flsngi kj vdl Bnt ilvwkms) Vdl scdlbl |slf ni

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lkflnig vlcdinx|ls) Vdns phpl hask pkznfls slc|nv~ vk h |sl

`~ |snig c~pvkghpdnc hagknvdb s|cd hs PSH hagknvdb) F|l vk

vdns lzli vdl hfzlsh~ chiikv dhcm vdl fhvh)

Wl |sl flvlcvnki hvl hs h blhs|l kj vdl h`nanv~ kj vdl bnt vk

pkvlcv hiki~bnv~) Flvlcvnki hvl dll ns fljnilf hs vdl hvnk kj vdl

i|b`l kj cklcv flvlcvnkis vk vdl i|b`l kj hvvlbpvs) Wdnal vdl

flvlcvnki hvl blhs|ls vdl ljjlcvnzlilss kj vdl bnt $vdl akwl vdl

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ljjncnlic~ ni vlbs kj XKS plclnzlf `~ vdl hppanchvnkis) Vdl

`hvcdnig hif lkflnig j|icvnkis ns pljkblf `~ |snig vdl Bnt

ckivka bkf|al wdncd ns vdli nivlghvlf nivk Ani|t„s jnlwhaa

s~svlb]06R |snig Ilvjnavl= wl |sl h slv kj jnlwhaa |als vk splcnj~

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Shbpal Snul

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ZN) CKICA\SNKI 

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pkznfnig hiki~bnv~ hif x|hanv~"kj"slzncl) Zhnk|s blvdkfs |slf

ni bnt ilvwkms wll ckisnfllf5 slzli fnjjlliv phcmlv `hvcdnig

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`hvcdnig scdlbl hif bnt `hslf `hvcdnig scdlbl) Wl jk|if vdhv

bnt ilvwkms vdhv |sl vhfnvnkiha `hvcdnig svhvlgnls! lghfalss kj 

vdl nbpalblivhvnki scdlbl! hl z|ailh`al |ifl jakw"cklahvnki

hvvhcms) @~ |snig svhvnsvncha hiha~sns! hi hfzlsh~ chi hcc|hvla~

flvlbnil vdl k|vp|v anim |slf ̀ ~ vhjjnc vdhv ckbls vk hi nip|v jakw

kj h bnt) Vdl flvlcvnki hvl chi `l hs dngd hs 8?? plcliv hs akig hs

lik|gd fhvh hl hzhnah`al) Vdns ns v|l lzli nj dlhz~ ckss vhjjnc

ltnsvs) Vdl fhvh ckaalcvlf ni vdns phpl sdk|af gnzl flsngils

g|nflanils jk vdl flzlakpbliv hif kplhvnki kj bnt ilvwkms) Vdl

jhna|l kj vhfnvnkiha bnt `hvcdnig svhvlgnls fnlcva~ alhfs |s vk vdl

jkb|ahvnki kj h ilw phcmlv ckivka blvdkf jk bntls ni kfl vk

kzlckbl vdln z|ailh`nanv~ vk jakw"cklahvnki hvvhcms)

Hppkpnhvl k|vp|v ckivka chi hcdnlzl h g|hhivllf akw flvlcvnki

hvl wdnal bhnivhninig dngd vdk|gdp|v jk ikbha ph~akhf vhjjnc)

K| cahnb ns zhanfhvlf `~ ltvlisnzl pljkbhicl fhvh ckaalcvlf

jkb ltplnblivs)

Jlx|lic~

Jng|l :) _kwl splcv|b kj hi JV_ jakw

PLJLPLICLS 

]8R Udligdhk Udhig= ^|hi~|hi ^hig ‑Lidhicnig Fkwianim 

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fnsvn`|vlf s~svlbs!0??:)

]0R F) Cdh|b! ‑\ivhclh`al Lalcvkinc Bhna! Plv|i Hfflssls!

hif Fngnvha _sl|fki~bs!‒ Ckbb) HCB! zka) 06! ik) 0!pp) 46">?! Jl`)8>48)

]3R _)J) S~zlski! F)B) Gkafscdahg! hif B)G) Pllf!

‑Hiki~bk|s Ckiilcvnkis hif Kinki Pk|vnig!‒ _kc) NLLL

S~bp) Slc|nv~ hif _nzhc~! pp) 66"<6! 8>>7

Ikbhanulf

_kwl

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Hikbha~ _kvlcvnki \snig @hvcdnig Svhvlgnls 

884

]6R S|d! M)= Jng|lnlfk! F) P)= M|ksl! E)= Vkwsal~! F)

‑Cdhhcvlnunig hif flvlcvnig Sm~pl"lah~lf vhjjnc‒! NLLL

ckijllicl phpl ki phhaala hif fnsvn`|vlf s~svlbs! 0??:)

]<R ^|hicdhk A|= ^l Ud|! ‑Cklahvnki"@hslf Vhjjnc Hiha~sns ki

Lic~pvlf ZkN_ Vhjjnc‒! NLLL ek|iha ki phhaala hif

fnsvn`|vlf s~svlbs! 0?8?

]:R ^l Ud|= @lvvhvn! P) ‑Hiki~bnv~ zs) Nijkbhvnki Alhmhgl ni

Hiki~bnv~ S~svlb‒! Fnsvn`|vlf ckbp|vnig S~svlbs! NCFCS

0??<) _kcllfnigs) 0<vd NLLL Nivlihvnkiha Ckijllicl ki 8?

E|il 0??<)]7R B)M) Plnvl hif H)F) P|`ni! ‑Ckwfs5 Hiki~bnv~ jk Wl`

Vhishcvnkis!‒ HCB Vhis) Nijkbhvnki hif S~svlb Slc|nv~!

zka) 8! ik) 8! pp) ::">0! 8>>4)

]4R B)E) Jllfbhi hif P) Bkns! ‑Vhuhi5 H _ll"vk"_ll

Hiki~bnunig Ilvwkm Ah~l!‒ _kc) Inivd HCB Ckij)

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]>R B) Pliidhf hif @) _ahvvil! ‑Nivkf|cnig BkpdBnt5

_ll"vk"_ll @hslf Hiki~bk|s Nivlilv \shgl wnvd Ckaa|snki

Flvlcvnki!‒_kc) HCB Wkmsdkp _nzhc~ ni vdl Lalcvkinc Skc)

$W_LS „?0.!pp) >8"8?0! 0??0)

]8?R P) Sdlwkkf! @) @dhvvhcdhell! hif H) Sninzhshi! ‑p<5 H

_kvkcka jk Schah`al Hiki~bk|s Ckbb|inchvnki‒ _kc) NLLL

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pp) 88:"838! Kcv) 0??3)

]80R B) Wngdv! B) Hfal! @)I) Alznil! hif C) Sdnlafs!

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]83R G) Fhiluns! ‑Vdl Vhjjnc Hiha~sns kj Ckivni|k|s " Vnbl

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]86R ^) Udhig hif Z) _htski! ‑Flvlcvnig Svlppnig Svkils!‒

_kc) Inivd Ckij) \SLINT Slc|nv~ S~bp)

$SS^B „??.! pp) 83"83! 0???)

]8<R T) Whig hif F)S) Pllzls! ‑Pk`|sv Cklahvnki kj Lic~pvlfHvvhcm Vhjjnc vdk|gd Svlppnig Svkils `~ Bhinp|ahvnki kj 

Nivlphcmlv Flah~s!‒ _kc) 8?vd HCB Ckij) Ckbp|vl hif

Ckbb) Slc|nv~ $CCS „?3.! pp) 0?"0>! 0??3)

]8:R ^)E) _~|i! ^)D) _hm! T) Whig! F)S) Pllzls! hif _) Inig!

‑Vhcnig Vhjjnc vdk|gd Nivlblfnhvl Dksvs vdhv Plphcmlvnul

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0??7)

]87R Cah|fnh Fnhu! @hv _lilla ‑VHTKIKB^ KJ BNTLS HIF

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vk h Jakkf5 Hcvnzl Hvvhcms ki Slzlha Bnt V~pls!‒ _kc)

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3:"<0! Kcv) 0??0

]8>R ^) Ud|! T) J|! hif P) @lvvhvn! ‑Ki vdl Ljjlcvnzlilss kj Ckivni|k|s " Vnbl Bntls |ifl Jakw Cklahvnki Hvvhcms!‒

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Ckbp|vl Scnlicl! 0??<)

]0?R ^) Ud|! T) J|! P) @lvvhvn! hif W) Udhk! ‑Hiki~bnv~ Hiha~sns

kj Bnt Ilvwkms hghnisv Jakw"Cklahvnki Hvvhcms!‒ _kc)

NLLL GAK@LCKB „?<! zka) 3! pp) 84?8"84?<! 0??<)

]08R T) J|! @) Ghdhb! P) @lvvhvn! W) Udhk! hif F) T|hi!

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Vhjjnc Hiha~sns Hvvhcms!‒ _kc) 30if Niv„a Ckij) _hhaala

_kclssnig $NC__ „?3.! pp) 643"6>0! Kcv) 0??3) ]00R F)T)

Skig! F) Whgil! hif T) Vnhi! ‑Vnbnig Hiha~sns kj Ml~svkmls

hif Vnbnig Hvvhcms ki SSD!‒ _kc) 8?vd \SLINT Slc|nv~

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]03R W)Svhaanigs= ‑C~pvkghpd~ hif Ilvwkm Slc|nv~‒ 0ifLfnvnki! _livncl Dhaa! 8>>>)

]06R Ilvjnavl)kg! ‑Ilvjnavl!‒ dvvp5++ilvjnavl)shb`h)kg+! 0??3)

@NKGPH_D  ̂

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Bninig)

B)I)@dhsmh whs `ki ni Shalb! Nifnh! ni 8>46) Dl

dhs lclnzlf @)Vlcd flgll $Nijkbhvnki Vlcdikakg~.

jkb Hiih \inzlsnv~! Cdliihn! Nifnh! ni 0??<! hif

c|liva~ p|s|nig B)Vlcd flgll $Nijkbhvnki

Vlcdikakg~. ni Zla Vlcd B|avn Vlcd F)Phihghhehi

F)Shm|ivdhah Ligillnig Ckaalgl! Hjjnanhvlf

wnvd!Hiih \inzlsnv~! Cdliihn! Nifnh) Dns hlhs kj 

nivllsvs hl Ilvwkmnig! Fhvh Bninig hif Skjvwhl Lignillnig)

B)P)_h`| whs ̀ ki ni Lkfl! Nifnh! ni 8>43) Dl dhs

lclnzlf @)Vlcd flgll $Nijkbhvnki Vlcdikakg~. jkb

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F)Phihghhehi F)Shm|ivdhah Ligillnig Ckaalgl! Cdliihn! Nifnh) Dns

hlhs kj nivllsvs hl Ilvwkmnig! Fhvh Bninig hif Skjvwhl Lignillnig