Matrices and Determinants Theory_E

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    AO\C]

    "aogiscbuaorpcysims.ig" 5

    Znrh aotrix :O 1 RoijQa g is mo``nl o znrh aotrix, id o ij 1 6 i & j.

    n.k. : (i)

    666

    666(ii)

    666

    666

    666

    ^ppnr t riogku`o r aotr ix :O 1 RoijQa g is soil th en uppnr triogku`or, id o ij 1 6 dhr i 7 j (i.n., o`` tcn n`nangts en`hw tcn

    liokhgo` n`nangts orn znrh).

    n.k. : (i)

    vu66

    zyx6

    lmeo

    (ii)

    z66

    yx6

    meo

    @hwnr t riogku`or aotrix :O 1 RoijQa gis soil th en o `hwnr triogku`or aotrix, id oij1 6 dhr i 0 j. (i.n., o`` tcn n`nangts oehvn

    tcn liokhgo` n`nangts orn znrh.)

    n.k. : (i)

    zyx

    6me

    66o

    (ii)

    6zyx

    66me

    666o

    Liokhgo ` aotr ix :O squorn aotrix Ro ijQg is soil th en o liokhgo` aotrix id o ij1 6 dhr i j. (i.n., o` tcn n`nangts hdtcn squorn aotrix htcnr tcog liokhgo` n`nangts orn znrh)

    Ghtn :Liokhgo` aotrix hd hrlnr g is lnghtnl os Liok (o??, o55, ......ogg).

    n.k. : (i)

    m66

    6e6

    66o

    (ii)

    m666

    6666

    66e6

    666o

    ]mo`or aotrix :]mo`or aotrix is o liokhgo` aotrix ig wcimc o`` tcn liokhgo` n`nangts orn soan. O 1 RoijQgis o

    smo`or aotrix, id (i) oij 1 6 dhr i j ogl (ii) oij 1 b dhr i 1 j.

    n.k. : (i)

    o6

    6o(ii)

    o66

    6o6

    66o

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    "aogiscbuaorpcysims.ig" =

    ^git aot rix (ilngtity aotrix) :^git aotrix is o liokhgo` aotrix ig wcimc o`` tcn liokhgo` n`nangts orn ugity. ^git aotrix hd

    hrlnr 'g' is lnghtnl eyg(hr).i.n. O 1 RoijQg is o ugit aotrix wcng o ij 1 6 dhr i j & oii 1 ?

    nk. 5

    1

    ?6

    6?,

    =1

    ?66

    6?6

    66?

    .

    Mhaporoe`n aotri mns : \wh aotrimns O & E orn soil th en mhaporoe`n, id tcny covn tcn soan hrlnr(i.n., guaenr hd rhws hd O & E orn soan ogl o`sh tcn guaenr hd mh`uags).

    n.k. : (i) O 1

    5?=

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    "aogiscbuaorpcysims.ig"

    =5

    5?

    , O + E 1

    ;4

    66

    ?6

    ]uest romtihg hd aotrimns :@nt O & E en twh aotrimns hd soan hrlnr. \cng O E is lndignl os O + ( E) wcnrn E is ( ?)

    E.

    Vrhpnrt ins hd oll itihg smo `or au` tip`i mo tihg :Mhgsilnr o`` aotrimns hd hrlnr a g, wchsn n`nangts orn drha o snt D (D lnghtn _, U hr M).

    @nt Aa g(D) lnghtn tcn snt hd o`` sumc aotrimns.

    \cng

    (o) O Aa g (D) & E Aa g ( D) O + E Aa g(D)(e) O + E 1 E + O

    (m) (O + E) + M 1 O + (E + M)

    (l) H 1 RhQa g is tcn ollitivn ilngtity.

    (n) Dhr nvnry OAa g(D), O is tcn ollitivn igvnrsn.(d) (O + E) 1O +E

    (k) O 1 O(c) (?+ 5) O 1?O + 5O

    Au`t ip` imot ihg h d aot rimns :@nt O ogl E en twh aotrimns sumc tcot tcn guaenr hd mh`uags hd O is soan os guaenr hd rhws

    hd E. i.n., O 1 Ro ijQa p & E 1 ReijQp g.

    \cng OE 1 Rm ijQa g wcnrn mij 1

    p

    ?b

    bjibeo , wcimc is tcn lht prhlumt hd itc rhw vnmthr hd O ogl jtc

    mh`uag vnmthr hd E.

    n.k. : O 1

    ?=5

    =5?, E 1

    65??

    6?66

    ???6

    , OE 1

    5;=?

    ?9

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    "aogiscbuaorpcysims.ig" >

    Vrhpnr tins h d aot rix au `ti p`imoti hg :Mhgsilnr o`` squorn aotrimns hd hrlnr 'g'. @nt Ag(D) lnghtn tcn snt hd o`` squorn aotrimns hd

    hrlnr g. (wcnrn D is _, U hr M). \cng

    (o) O, E A g (D) OE A g ( D)(e) Ig kngnr o` OE EO(m) (OE) M 1 O( EM)

    (l) g, tcn ilngtity aotrix hd hrlnr g, is tcn au`tip`imotivn ilngtity.

    Og 1 O 1gO O A g (D)(n) Dhr nvnry ghg sigku`or aotrix O (i.n., |O|6) hd Ag(D) tcnrn nxist o ugiqun (portimu`or)

    aotrix EAg(D) sh tcot OE 1g1 EO. Ig tcis mosn wn soy tcot O & E orn au`tip`imotivnigvnrsn hd hgn oghtcnr. Ig ghtotihgs, wn writn E 1 O? hr O 1 E?.

    (d) Id is o smo`or (O) E 1(OE) 1 O(E).(k) O(E + M) 1 OE + OM O, E, M Ag (D)(c) (O + E) M 1 OM + EM O, E, M Ag (D).

    Ghtns :(?) @nt O 1 RoijQa g. \cng Og 1 O &aO 1 O, wcnrng & a orn ilngtity aotrimns hd hrlnrg & a rnspnmtivn`y.

    (5) Dhr o s quorn aotrix O, O5 lnghtns OO, O= lnghtns OOO ntm.

    Nxoap`n # 5 : d(x) is o quolrotim nxprnssihg sumc tcot

    ?mm

    ?ee

    ?oo

    5

    5

    5

    )?(d

    )?(d

    )6(d

    1

    ?m5

    ?e5

    ?o5

    dhr tcrnn ugnquo` guaenrs o, e, m. Digl d(x).

    ]h`utihg : \cn kivng aotrix nquotihg iap`ins

    )?(d)?(md)6(dm

    )?(d)?(ed)6(de

    )?(d)?(od)6(do

    5

    5

    5

    1

    ?m5

    ?e5

    ?o5

    x5 d(6) + xd(?) + d(?) 1 5x + ? dhr tcrnn ugnquo` guaenrs o, e, m .....(i) (i) is og ilngtity d(6) 1 6, d(?) 1 5 & d( ?) 1 ? d(x) 1 x (ox + e)

    5 1 o + e & ? 1 o + e.

    e 15

    ?& o 1

    5

    = d(x) 1

    5

    =x5 +

    5

    ?x.

    ]n`d promtimn prhe`nas :

    (?) Id O() 1

    mhssig

    sigmhs, vnridy tcot O() O() 1O(+).

    Cngmn schw tcot ig tcis mosn O(). O() 1 O() . O().

    (5) @nt O 1

    >5?

    56=

    ?4 ]iap`idy

    oemoem

    meo

    meo555

    ]h`utihg : Kivng lntnrnaigogt is nquo` th

    1oem

    ?

    oemoemoem

    meo

    meo===

    555

    1oem

    oem

    ???

    meo

    meo===

    555

    Opp` y M? M ? M5, M5M5 M=

    1

    ?66

    mmeeo

    mmeeo=====

    55555

    1 (o e) (e m)

    ?66

    mmemeeoeo

    mmeeo=5555

    5

    1 (o e) (e m) Roe5

    + oem + om5

    + e=

    + e5

    M + em5

    o5

    e o5

    m oe5

    oem e=

    e5

    mQ1 (o e) (e m) Rm(oe + em + mo) o(oe + em + mo)Q

    1 (o e) (e m) (m o) (oe + em + mo)

    Domthr \cnhrna :

    ^sn hd domthr tcnhrna th digl tcn vo`un hd lntnraigogt. Id ey puttigk x 1 o tcn vo`un hd o lntnraigogt

    vogiscns tcng (x o) is o domthr hd tcn lntnraigogt.

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    "aogiscbuaorpcysims.ig" ??

    Nxoap`n # 4 Vrhvn tcot

    oemoem

    meo

    meo555

    1 (o e) (e m) (m o) (oe + em + mo) ey usigk domthr tcnhrna.

    ]h`utihg : @nt o 1 e

    L 1oeomem

    meo

    meo555

    1 6

    Cngmn (o e) is o domthr hd lntnraigogt

    ]iai`or`y, `nt e 1 m, L 1 6

    m 1 o, L 1 6

    Cngmn, (o e) (e m) (m o) is domthr hd lntnraigogt. Eut tcn kivng lntnraigogt is hd didtc

    hrlnr sh

    oemoem

    meo

    meo

    555 1 (o e) (e m) (m o) { (o5 + e5 + m5) + (oe + em + mo)}

    ]igmn tcis is og ilngtity sh ig hrlnr th digl tcn vo`uns hd ogl . @nto 1 6, e 1 ?, m 1 ?

    5 1 (5) (5 )(5 ) 1 ?. ........(i)@nt o 1 ?, e 1 5, m 1 6

    566

    6

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    "aogiscbuaorpcysims.ig" ?5

    (4) ]iap`idy5

    55

    5

    ooeomomem

    oeeeoooe

    omemmeoee

    .

    (;) Vrhvn tcoteomm5m5

    e5omee5

    o5o5meo

    1 (o + e + m)=.

    (3) ]chw tcot

    oem?

    moe?

    emo?

    1 (o e) (e m) (m o) ey usigk domthr tcnhrna .

    Ogswnrs : (>) 6 (4) 6

    Au`t ip` imo tihg h d twh lntnraigogts :Id O ogl E orn twh squorn aotrimns hd soan hrlnr, tcng |OE| 1 |O| |E|.

    55?555?5

    5???5???

    55

    ??

    55

    ??

    aeaoeoaeaoeo

    aa

    eoeo

    ===

    555

    ???

    meo

    meo

    meo

    ===

    555

    ???

    ga

    ga

    ga

    1

    ==5=?===5=?===5=?=

    =555?5=555?5=555?5

    =?5???=?5???=?5???

    gmgegoamaeaomeo

    gmgegoamaeaomeo

    gmgegoamaeaomeo

    Ghtn :Os |O| 1 |O|, wn covn |O| |E| 1 |OE| (rhw - rhw antchl)|O| |E| 1 |OE| (mh`uag - mh`uag antchl)

    |O| |E| 1 |OE| (mh`uag - rhw antchl)

    Nxoap`n # ; Digl tcn vo`un hd=?

    5?

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    "aogiscbuaorpcysims.ig" ?=

    ]h`utihg. Kivng lntnraigogt mog en sp`ittnl igth prhlumt hd twh lntnraigogts

    i.n.

    ====5=5=?=?=

    =5=55555?5?5

    =?=?5?5?????

    yexoyexoyexo

    yexoyexoyexo

    yexoyexoyexo

    1

    ===

    555

    ???

    meo

    meo

    meo

    666

    yyy

    xxx

    =5?

    =5?

    1 6

    Nxoap`n # 9 Vrhvn tcot5

    ==5

    5=5

    ?=

    5=5

    555

    5?5

    5=?55?5??

    )eo()eo()eo(

    )eo()eo()eo()eo()eo()eo(

    1 5(o? o

    5) (o

    5 o

    =) (o

    = o

    ?) (e

    ? e

    5) (e

    5 e

    =) (e

    = e

    ?).

    ]h`utihg.

    5==

    55=

    5?=

    5=5

    555

    5?5

    5=?

    55?

    5??

    )eo()eo()eo(

    )eo()eo()eo(

    )eo()eo()eo(

    1

    ==5

    =5

    =5=5

    55

    =?=5

    ?5

    =

    =55

    =5

    5555

    55

    5?55

    ?5

    5

    =?

    5

    =

    5

    ?5?

    5

    5

    5

    ???

    5

    ?

    5

    ?

    eo5eoeo5eoeo5eo

    eo5eoeo5eoeo5eoeo5eoeo5eoeo5eo

    1

    =5

    =

    55

    5

    ?5

    ?

    o5?o

    o5?o

    o5?o

    =5?

    5=

    55

    5?

    eee

    eee

    ???

    1 5

    =5

    =

    55

    5

    ?5

    ?

    oo?

    oo?

    oo?

    =5

    =

    55

    5

    ?5

    ?

    ee?

    ee?

    ee?

    1 5(o? o

    5) (o

    5 o

    =) (o

    = o

    ?) (e

    ? e

    5) (e

    5 e

    =) (e

    = e

    ?)

    Ghtn : \cn oehvn prhe`na mog o`sh en sh`vnl usigk domthr tcnhrna antchl.

    ]n`d promtimn prhe`nas

    (9) Digl tcn v o`un hd

    555

    555

    555

    moe5oe

    oemo5m

    emoem5

    (?6) Id O, E, M orn rno` guaenrs tcng digl tcn vo`un hd 1?)MEmhs()MOmhs(

    )EMmhs(?)EOmhs(

    )OMmhs()OEmhs(?

    .

    Ogswnrs : (9) (=oem o= e= m=)5 (?6) 6

    ]uaaotihg h d lntnraigogts : @nt (r) 1=5?

    =5?

    eee

    ooo

    )r(c)r(kd(r)

    wcnrn o?, o

    5, o

    =, e

    ?, e

    5, e

    =orn mhgstogts

    iglnpnlngt hd r, tcng

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    "aogiscbuaorpcysims.ig" ?

    1

    6?5

    ??=

    g?5?55 5g5g5g

    M? M

    ? 5 M

    5

    1

    6?6

    ???

    g?5?5555 5g5g?g5g

    1 (?)??

    g?5555 5g?g5g

    1 5g ? g =

    Nxoap`n # ?5 Idr1

    5??r

    r=r5

    6??r

    , digl

    g

    ?r

    r

    ]h`utihg. Hg nxpogsihg hd lntnraigngt, wn knt

    Lr1 (r ?) (= r) + ; + r5 +

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    "aogiscbuaorpcysims.ig" ?4

    Nxoap`n # ?= Id d(x) 15

    Vrhvn tcot D lnpngls hg`y hg x?, x

    5ogl x

    =

    D 1

    5=?5=55?

    555??

    5?

    ?=?5??

    exexexexexex

    oxoxox

    ???

    ogl siap`idy D.

    ]h`utihg :?lo

    lD1

    5=?5=55?

    555??

    5?

    ?=?5??

    exexexexexex

    oxoxox

    666

    +

    5=?5=55?

    555??

    5? exexexexexex

    ???

    ???

    +

    666

    oxoxox

    ???

    ?=?5?? 1 6

    Cngmn D is iglnpnglngt hd o?.

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    "aogiscbuaorpcysims.ig" ?;

    ]iai`or`y?le

    lD1

    5le

    lD1 6.

    Cngmn D is iglnpnglngt hd e?ogl e

    5o`sh.

    ]h D is lnpnglngt hg`y hg x?, x

    5, x

    =

    Vut o?

    1 6, e?

    1 6, e5

    1 6

    D 15=

    55

    5?

    =5?

    xxx

    xxx

    ???

    1 (x? x

    5) (x

    5 x

    =) (x

    = x

    ?).

    Nxoap`n # ?4 Id)x?(gxmhs

    xsignx

    1 O + Ex + Mx5 + ....., tcng digl tcn vo`un hd O ogl E.

    ]h`utihg : Vut x 1 6 ig

    )x?(gxmhs

    xsign x

    1 O + Ex + Mx5 + .......

    6?

    6?1 OO

    O 1 6.

    Liddnrngtiotigk tcn kivng lntnraigogt w.r.t x, wn knt

    )x?(gxmhs

    xmhsnx

    +

    x?

    ?xsig

    xsignx

    1 E + 5 M x + ......

    Vut x 1 6, wn knt

    6?

    ??

    + ?6

    6?

    1 6

    E 1 ? + ? 1 6 O 1 6, E 1 6

    ]n`d promtimn prhe`na

    (?5) Id x??x

    ??xx5

    x?xx

    1 ox= + ex5 + mx + l. Digl

    (i) l (ii) o + e + m + l (iii) e

    Ogswnrs : (?5) (i) ? (ii) > (iii)

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    "aogiscbuaorpcysims.ig" 5?

    @nt z 1 t?, y 1 t

    5 x 1 5 t

    ? t

    5

    wcnrn t?, t

    5 U.

    Nxoap`n # 55 Mhgsilnr tcn dh``hwigk systna hd nquotihgs

    x + y + z 1 4

    x + 5y + =z 1 ?6

    x + 5y + z 1Digl vo`uns hdoglid sumc tcot snts hd nquotihg covn(i) ugiqun sh`utihg (ii) igdigitn sh`utihg

    (iii) gh s h` ut ihg

    ]h`utihg : x + y + z 1 4

    x + 5y + =z 1 ?6

    x + 5y + z 1

    L 15?

    =5?

    ???

    Cnrn dhr 1 = snmhgl ogl tcirl rhws orn ilngtimo` cngmn L 1 6 dhr 1 =.

    L?1

    5

    =5?6

    ??4

    L51

    ?

    =?6?

    ?4?

    L=1

    5?

    ?65?

    4??

    Id 1 = tcng L?1 L

    51 L

    = 1 6 d hr 1 ?6

    (i) Dhr ugiqun s h`ut ihg L6i.n. =

    (ii) Dhr igdigitn sh`utihgs

    L 1 6 1 =L

    ?1 L

    51 L

    =1 6 1 ?6.

    (iii) Dhr gh sh`utihgL 1 6 1 =Ot`nost hgn hd L

    ?, L

    5hr L

    =is ghg znrh ?6.

    ]n`d promtimn prhe`nas

    (*?=) ]h`vn tcn dh``hwigk systna hd nquotihgs

    x + 5y + =z 1 ?

    5x + =y +

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    "aogiscbuaorpcysims.ig" 55

    x + 5y + =z 1 6

    5x + =y + ) ]h`vn: (e + m) (y + z) ox 1 e m, (m + o) (z + x)ey 1 m o, (o + e) (x + y) mz 1 o ewcnrn o + e + m6.

    (?4) @nt 5x + =y + < 1 6 2 =x + >y + 4 1 6, 5x5 + 4xy + >y5 + 3x + ?5y + ? + t 1 6, id tcn systna hd

    nquotihgs ig x ogl y orn mhgsistngt tcng digl tcn vo`un hd t.

    Ogswnrs : (?=) x 1 ? + t y 1 5t z 1 t wcnrn t U(?) x 1 m e

    o e m

    , y 1 o m

    o e m

    , z 1 e o

    o e m

    (?4) t 1 ;

    Opp`imotihg hd lntnraigogts : Dh``hwigk nxoap`ns hd schrt cogl writigk `orkn nxprnssihgs orn:(i) Orno hd o triogk`n wchsn vnrtimns orn (x

    r, y

    r)2 r 1 ?, 5, = is:

    L 1?

    5 ?yx

    ?yx

    ?yx

    ==

    55

    ??

    Id L 1 6 tcng tcn tcrnn phigts orn mh``ignor.

    (ii) Nquotihg hd o stroikct `ign possigk tcrhukc (x?, y

    ?) & (x

    5,y

    5) is

    ?yx

    ?yx

    ?yx

    55

    ?? 1 6

    (iii) \cn igns: o?x + e?y + m? 1 6........ (?)o

    5x + e

    5y + m

    51 6........ (5)

    o=x + e

    =y + m

    =1 6........ (=)

    orn mhgmurrngt id,

    ===

    555

    ???

    meo

    meo

    meo

    1 6.

    Mhglitihg dhr tcn mhgsistngmy hd tcrnn siau`tognhus `ignor nquotihgs ig 5 vorioe`ns.

    (iv) ox + 5 cxy + ey + 5kx + 5 dy + m 1 6 rnprnsngts o poir hd stroikct `igns id:

    oem + 5dkc od ek mc 1 6 1mdkdec

    kco

    ]igku`or ghg sigku`or aotrix : O squorn aotrix O is soil th en sigku`or hr ghg- sigku`or ommhrligkos |O| is znrh hr ghg-znrh rnspnmtivn`y.

    Mhdom thr aot rix oljh igt aot rix : @nt O 1 RoijQg en o squorn aotrix. \cn aotrix hetoignl eyrnp`omigk nomc n`nangt hd O ey mhrrnsphgligk mhdomthr is mo``nl os

    mhdomthr aotrix hd O, lnghtnl os mhdomthr O. \cn trogsphsn hd mhdomthr

    aotrix hd O is mo``nl os oljhigt hd O, lnghtnl os olj O.

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    AO\C]

    "aogiscbuaorpcysims.ig" 5=

    i.n. id O 1 RoijQgtcng mhdomthr O 1 RmijQg wcng mij is tcn mhdomthr hd o ij i & j.Olj O 1 Rl ijQgwcnrn lij 1 mji i & j.

    Vrhpnrtins hd mhdomthr O ogl olj O:(o) O . olj O 1 |O|g1 (olj O) O wcnrn O 1 RoijQg.(e) |olj O| 1 |O|g ?, wcnrn g is hrlnr hd O.

    Ig portimu`or, dhr = = aotrix, |olj O| 1 |O|5

    (m) Id O is o syaantrim aotrix, tcng olj O orn o`sh syaantrim

    aotrimns.

    (l) Id O is sigku`or, tcng olj O is o`sh sigku`or.

    Nxoap`n # 5= : Dhr o == sbnw-syaantrim aotrix O, schw tcot olj O is o syaantrim aotrix.

    ]h`utihg : O 1

    6me

    m6o

    eo6

    mhd O 1

    5

    5

    5

    ooemo

    oeeem

    moemm

    olj O 1 (mhd O) 1

    5

    5

    5

    ooemo

    oeeem

    moemm

    wcimc is syaantrim.

    Igvnrsn hd o aotrix (rnmiprhmo` aotrix) :@nt O en o ghg-sigku`or aotrix. \cng tcn aotrix

    |O|

    ?olj O is tcn

    au`tip`imotivn igvnrsn hd O (wn mo`` it igvnrsn hd O) ogl is lnghtnl ey O?.[n covn O (olj O) 1 |O|g1 (olj O) O

    O

    Oolj

    |O|

    ?1g1

    Oolj

    |O|

    ?O, dhr O is ghg-sigku`or

    O? 1|O|

    ?olj O.

    U n a o r b s :

    ?. \cn gnmnssory ogl suddimingt mhglitihg dhr nxistngmn hd igvnrsn hd O is tcot O is ghg-sigku`or.

    5. O? is o`woys ghg-sigku`or.

    =. Id O 1 lio (o??, o55, ....., ogg) wcnr n oii6i, tcng O? 1 liok (o??

    ?, o55?, ...., ogg

    ?).

    . (O?)? 1 O id O is ghg-sigku`or.

    4. @nt b en o ghg-znrh smo`or & O en o ghg-sigku`or aotrix. \cng (bO)? 1b

    ?O?.

    ;. |O?| 1|O|

    ? dhr |O| 6.

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    "aogiscbuaorpcysims.ig" 5

    (=) Id O is sigku`or ogl (olj O) E 6, tcng tcn systna cos gh sh`utihg(wn soy it is igmhgsistngt).

    Chahkngnhus systna ogl aotrix igvnrsn :Id tcn oehvn systna is chahkngnhus, g nquotihgs ig g ugbghwgs, tcng ig tcn aotrix dhra it is OS 1 H.

    ( ig tcis mosn e? 1 e5 1 ....... eg 1 6), wcnrn O is o squorn aotrix.

    Unsu` ts : (?) Id O is ghg-sigku`or, tcn systna cos hg`y tcn trivio` sh`utihg (znrh sh`utihg) S 1 6(5) Id O is sigku`or, tcng tcn systna cos igdigitn`y aogy sh`utihgs (igm`uligk tcn trivio`

    sh`utihg) ogl cngmn it cos ghg-trivio` sh`utihgs.

    Uogb hd o aotrix :@nt O 1 Ro ijQag. O goturo` guaenr is soil th en tcn rogb hd O id O cos o ghg-sigku`orsueaotrix hd hrlnr ogl it cos gh ghg-sigku`or sueaotrix hd hrlnr ahrn tcog. Uogbhd znrh aotrix is rnkorlnl th en znrh.

    nk . O 1

    6>666566

    >5?=

    wn covn

    56

    5=os o ghg-sigku`or sueaotrix.

    \cn squorn aotrimns hd hrlnr = orn

    >66

    566

    5?=

    ,

    666

    666

    >?=

    ,

    6>6

    656

    >5=

    ,

    6>6

    656

    >5?

    ogl o`` tcnsn orn sigku`or. Cngmn rogb hd O is 5.

    N`nangto ry rhw trogsdhraotihg h d aotrix :\cn dh``hwigk hpnrotihgs hg o aotrix orn mo``nl os n`nangtory rhw trogsdhraotihgs.

    (o) Igtnrmcogkigk twh rhws.

    (e) Au`tip`imotihgs hd o`` tcn n`nangts hd rhw ey o ghgznrh smo`or.

    (m) Ollitihg hd mhgstogt au`tip`n hd o rhw th oghtcnr rhw.

    Ghtn : ]iai`or th oehvn wn covn n`nangtory mh`uag trogsdhraotihgs o`sh.

    Unaorbs :?. N`nangtory trogsdhraotihg hd o aotrix lhns ght oddnmt its rogb.

    5. \wh aotrimns O & E orn soil th en nquivo`ngt id hgn is hetoignl drha htcnr usigk n`nangtory

    trogsdhraotihgs. [n writn OE.

    Nmcn`hg dhra hd o aotrix : O aotrim is soil th en ig Nmcn`hg dhra id it sotisdy tcn dh``hwigks:(o) \cn dirst ghg-znrh n`nangt ig nomc rhw is ? & o`` tcn htcnr n`nangts ig

    tcn mhrrnsphgligk mh`uag (i.n. tcn mh`uag wcnrn ? oppnors) orn znrhns.

    (e) \cn guaenr hd znrhns endhrn tcn dirst ghg znrh n`nangt ig ogy ghg znrh

    rhw is ght ahrn tcog tcn guaenr hd sumc znrhns ig summnnligk rhws.

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    "aogiscbuaorpcysims.ig" 54

    Unsu`t : Uogb hd o aotrix ig Nmcn`hg dhra is tcn guaenr hd ghg znrh rhws (i.n. guaenr hd rhws witcot`nost hgn ghg znrh n`nangt.)

    Unaorb : \h digl tcn rogb hd o kivng aotrix wn aoy rnlumn it th Nmcn`hg dhra usigk n`nangtory rhwtrogsdhraotihgs ogl tcng mhugt tcn guaenr hd ghg znrh rhws.

    ]ystna hd `ignor nquotihgs rogb hd aotrix :@nt tcn systna en OS 1 E wcnrn O is og a g aotrix, S is tcn g-mh`uag vnmthr & E is tcn a-mh`uag

    vnmthr. @nt ROEQ lnghtn tcnoukangtnl aotrix (i.n. aotrix hetoignl ey ommnptigk n`nangts hd E os g

    + ?tc mh`uag & dirst g mh`uags orn tcot hd O). (O) lnghtn rogb hd O ogl (ROEQ) lnghtn rogb hd tcnoukangtnl aotrix.

    M`nor`y(O) (ROEQ).

    Unsu` ts : (?) Id (O) 0(ROEQ) tcng tcn systna cos gh sh`utihg (i.n. systna is igmhgsistngt).(5) Id (O) 1(ROEQ) 1 guaenr hd ugbghwgs, tcng tcn systna cos ugiqun sh`utihg.

    (ogl cngmn is mhgsistngt)

    (=) Id (O) 1(ROEQ) 0 guaenr hd ugbghwgs, tcng tcn systnas cos igdigitn`y aogy sh`utihgs

    (ogl sh is mhgsistngt).

    Chahkngnhus systna rogb hd aotrix :@nt tcn chahknghus systna en OS 1 6, a nquotihgs ig 'g' ugbghwgs. Ig tcis mosn E 1 6 ogl sh (O)1(ROEQ). Cngmn id(O) 1 g, tcng tcn systna cos hg`y tcn trivio` sh`utihg. Id(O) 0 g, tcng tcn systnacos igdigitn`y aogy sh`utihgs.

    Nxoap`n # 5> : ]h`vn tcn systna

    ?zyx5

    5zyx

    4zyx

    usigk aotrix igvnrsn.

    ]h`utihg : @nt O 1

    ??5

    ???

    ???

    , S 1

    z

    y

    x

    & E 1

    ?

    5

    4

    .

    \cng tcn systna is OS 1 E.

    |O| 1 4. Cngmn O is ghg sigku`or.

    Mhdomthr O 1

    565

    ?=5

    ==6

    olj O 1

    5?=

    6==

    556

    O? 1|O|

    ?olj O 1

    4

    ?

    5?=

    6==

    556

    1

    =/?4/?5/?

    65/?5/?

    =/?=/?6

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    AO\C]

    "aogiscbuaorpcysims.ig" 5;

    S 1 O? E 1

    =/?4/?5/?

    65/?5/?

    =/?=/?6

    ?

    5

    4

    i.n.

    z

    y

    x

    1

    =

    5

    ?

    x 1 ?, y 1 5, z 1 =.

    Nxoap`n # 54 : \nst tcn mhgsistngmy hd tcn systna

    3.z

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    "aogiscbuaorpcysims.ig" 53

    ]n`d promtimn prhe`nas:

    (5?) O 1

    ??=

    =5?

    5?6

    . Digl tcn igvnrsn hd O usigk |O| ogl olj O.

    (55) Digl rno` vo`uns hd ogl sh tcot tcn dh``hwigk systnas cos

    (i) ugiqun sh`utihg (ii) igdigitn`y aogy sh`utihgs (iii) Gh sh`utihg.x + y + z 1 4

    x + 5y + =z 1 ?

    x + 5y +z 1

    (5=) Diglsh tcot tcn dh``hwigk chahkngnhus systna covn o ghg znrh sh`utihgx + 5y + =z 1x=x + y + 5z 1 y5x + =y + z 1z

    Ogswnrs : (5?)

    5

    ??

    5

    ?5

    ==

    5

    ?5

    >O? 1 OO5 + O >.

    ]h`utihg : [n covn tcn mcoromtnristim nquotihg hd O.| O x | 1 6

    i.n.

    x?66

    6x?5

    65x?

    1 6

    i.n. x= + x5 >x > 1 6.^sigk Moy`ny - Coai`thg tcnhrna.

    O= + O5 >O > 1 6 > 1 O= + O5 >OAu`tip`yigk ey O?, wn knt

    >O? 1 O5 + O >

    Gi`phtngt aotr ix :O squorn aotrix O is soil th en gi`phtngt ( hd hrlnr 5) id, O5 1 H. O squorn aotrix is soil th en gi`phtngt

    hd hrlnr p, id p is tcn `nost phsitivn igtnknr sumc tcot Op 1 H.

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    Ilnaphtng t aot rix :O squorn aotrix O is soil th en ilna phtngt id, O5 1 O.

    n.k.

    ?6

    6?is og ilnaphtngt aotrix.

    Ig vh `u th ry aot rix :O squorn aotrix O is soil th en igvh`uthry id O5 1, enigk tcn ilngtity aotrix.

    n.k. O 1

    ?6

    6?is og igvh`uthry aotrix.

    Hrtchkhgo` aot rix :O s quor n aotrix O is soil th en og hrtchkhgo` aot rix id,

    OO 1 1 OO.

    Nxoap`n # 53 : ]chw tcot o squorn aotrix O is igvh`uthry, idd ( O) ( + O) 1 6

    ]h`utihg : @nt O en igvh`uthry

    \cng O5 1( O) (+ O) 1 +O O O5

    1 + O O O51 O5

    1 6Mhgvnrs`y, `nt ( O) (+ O) 1 6 +O O O5 1 6 + O O O 5 1 6 O5 1 6 O is igvh`uthry

    ]n`d promtimn prhe`nas

    (5) Id O is o gi`phtngt aotrix hd iglnx 5, schw tcot O ( + O)g 1 O dhr o`` g G.

    (54) O is o sbnw syaantrim aotrix, sumc tcot O5 + 1 6. ]chw tcot O is hrtchkhgo` ogl is hd nvnghrlnr.

    (5;) @nt O 1

    6oe

    o6m

    em6

    . Id OO= +O 1 6, digl .

    Ogswnr (