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  • .

    (-119)

    5: &..

    2009

  • &

    : 1 2, , , kv v vG G G

    m\ 1 2, , , k \ 0 , :

    1 1 2 2 0k kv v v + + + =

    GG G G" ( ): 1 2, , , kv v v

    G G G m\

    .

    { } { 0i .. 1 1 2 2 0i i k kv v v v + + + + =

    GG G G G" " } 1 21 2 ki ki i i

    v v v v = G G G G"

    (. ivG ).

    : 1 2, , , kv v vG G G m\ . ,

    : 1 1 2 2 0k kv v v + + + =GG G G" 1 2 0k = = = =" .

    . 0i .. 1 1 2 2 0k kv v v + + + =

    GG G G" : 1 1 2 2 0k kv v v + + + =

    GG G G" :

    [ ] 121 2

    | | | 0kk

    v v v

    =

    GG G G" #

    0Ax = GG . , 1 2, , , kv v v

    G G G , [ ]1 2| | | kA v v v= G G G" 0Ax = GG 0x = GG . : ) ( )r A k= ( 0Ax = GG

    0x = GG ) ) ( )r A k< ( 0Ax = GG

    )

  • : 4\ .

    1 (1, 2,0,1)v = G , 2 ( 2,0,3, 1)v = G , 3 ( 1, 2,3,0)v = G

    1 2 31 3

    1 1 2 2 3 3 1 2 32 31 2

    21 2 1 0 02 22 0 2 0 00 0 3 3 0 03 3

    1 1 0 0 0v v v

    + + = + + = = +

    GG G G

    N N

    123

    0

    01 2 12 0 2 0

    0 3 3 01 1 0 0

    xA

    = G G

    2 ( 1)1 2 1

    2 0 20 3 31 1 0

    A =

    (+) (+)

    3/ 4 1/ 41 2 10 4 40 3 30 1 1

    (+)

    (+)

    1 2 10 4 40 0 00 0 0

    U =

    ( ) { - }=2r A U= , . ( ) 3r A k< = , 0Ax = GG , . 1 2 3( , , ) (0,0,0) ..

    1 1 2 2 3 3 0v v v + + =GG G G . , 1 2 3, ,v v vG G G .

    : ,

    1 1 2 2 3 3 0v v v + + =GG G G , .

    1 2 3, ,v v vG G G .

    : 4\ .

    1 (1,7,6,3)v =G , 2 (2, 1,5,4)v = G , 3 ( 3, 3,0, 1)v = G , 4 (0,4,2,1)v =G

    1 2 3 4, , ,v v v v

    G G G G :

    1 2 3 07 1 3 46 5 0 23 4 1 1

    A

    =

  • , ( )r A U, . , . ( ): det 56A = , det 0A 0Ax = GG 0x = GG . , 1 2 3 4, , ,v v v vG G G G .

    1) 1 0v

    GG , , 1 1 0v =GG

    1 0 = .

    .. 1

    1 02 0

    0 01 0

    =

    1 0 = .

    2) , 0

    G , ,

    10 0 =G G

    1 0 . 3) , 1 2, , , kv v v

    G G G 0G . .. 1,0, , kv v

    GG G , : 10 10 0 0kv v+ + + =G GG G" , 2 1 0 =

    4) 1 2, , , kv v v

    G G G 1 2 1, , , , , ,k kv v v v v+G G G G G . (, , ).

    5)

    .

    .. : 1 (1,7,6,3)v =G , 2 (2, 1,5,4)v = G , 3 ( 3, 3,0, 1)v = G , 4 (0,4,2,1)v =G

    , : 1 2 3, ,v v vG G G .

    1 2 4, ,v v vG G G .

    1 3 4, ,v v vG G G .

    2 3 4, ,v v vG G G .

    1 2,v vG G .

    1 3,v vG G , ...

  • 6) k m> 1 2, , , mkv v v G G G \ .

    : [ ]1 2| | | kA v v v= G G G" m k , ( ) min( , )r A m k m k = < , 0Ax = GG .

    : 3 2\ 4 3\ 5 4\

    ... 7) 1 2,

    mv v G G \ , \ .. 2 1v v=G G . .. 1 ( 2,1,0, 3)v = G , 2 ( 4,2,0, 6)v = G , ,

    2 12v v=G G , 1 ( 2,1,0, 3)v = G , 2 ( 4,3,0, 6)v = G ,

    \ .. 2 1v v=G G . & 2\

    2\ (0,0) (x,y) , 7, 2\ .. 1 ( 2,1)v = G 2 (4, 2)v = G , 2 12v v= G G

    -2 -1 1 2 3 4

    -2.5

    -2

    -1.5

    -1

    -0.5

    0

    0.5

    1

    1.5

    1vG

    2vG

    , 2 - 2\ . .. 1 ( 2,1)v = G 2 (4,1)v =G , \ .. 2 1v v=G G .

  • -2 -1 1 2 3 4

    -0.5

    0

    0.5

    1

    1.5

    1vG

    2vG

    , 6, 3 2\ .

    , 3 21 2 3, ,v v v G G G \ , (.. 3 1 1 2 2v v v = +G G G ) 1 2 3, ,v v vG G G .

    : 1 ( 2,1)v = G , 2 (4,1)v =G , 3 32, 2v =

    G . 1 2, \ 3 1 1 2 2v v v = +G G G . , .

    13 1 1 2 2 1 2

    2

    2 2 4 2 2 43/ 2 1 1 3/ 2 1 1

    v v v

    = + = + = G G G

    . : 12

    2 4 21 1 3/ 2

    = . :

    (+)

    2 4| 20 3| 5/ 2

    2 4| 2 1/ 2|

    1 1| 3/ 2A b

    = G

    :

    2 : 2 25 532 6

    = = 1 : 1 2 1 1

    5 22 4 2 2 4 26 3

    + = + = = : 3 1 2

    2 53 6

    v v v= +G G G

    -2 -1 1 2 3 4

    -0.5

    0

    0.5

    1

    1.5

    1vG

    2vG

    3vG

    256

    vG1

    23

    vG

  • & 3\ 3\ (0,0,0) (x,y,z) , 7, 3\ .. 1 ( 1,3, 5)v = G 2 (3, 9,15)v = G , 2 13v v= G G 0 (0,0,0)=G , - 3\ . .. 1 ( 1,3, 5)v = G 2 (3,6,15)v =G , \ .. 2 1v v=G G . : 3\ . , 0 (0,0,0)=G .

    , 6, 4 3\ .

    , 4 31 2 3 4, , ,v v v v G G G G \ , (..

    4 1 1 2 2 3 3v v v v = + +G G G G ) 1 2 3 4, , ,v v v vG G G G . : 1 2, , , kv v v

    G G G m\ . , : { }1 1 2 2 1 2.. , , ,m kV v v v v v = = + + + G G G G G\ " \ m\ .

  • : V m\ . 1 2, , , kv v vG G G m\ V : 1) 1 2, , , kv v v VG G G 2) ,v V G 1 2, , , \ , .. 1 1 2 2 kv v v v = + + +G G G G" (.

    V 1 2, , , kv v vG G G )

    : 1 2, , , kV v v v= G G G 1 2, , , kv v vG G G V

    & : V V . , { }1 2, , , kv v v= G G GB V : 1) 1 2, , , kv v v VG G G 2) 1 2, , , kv v v

    G G G 3) ,v V G 1 2, , , k \ , .. 1 1 2 2 k kv v v v = + + +G G G G" (.

    V 1 2, , , kv v vG G G )

    .: , k- ( )1 2, , , k ,v VG 1 2, , , k vG B .

    : { }1 2 3, ,e e e= G G GB 1 (1,0,0)e =G , 2 (0,1,0)e =G ,

    3 (0,0,1)e =G 3\ . (1, 2,5)v = G B .

    1) 1 2 3, ,e e e

    G G G 3 . : 31 2 3, ,e e e G G G \ 2) 1 2 3, ,e e e

    G G G : 1 0 00 1 00 0 1

    A I = =

    det 1A = , det 0A 0Ax = GG 0x = GG . , 1 2 3, ,e e eG G G .

    3) 3( , , )v x y z= G \ :

  • 0 0 1 0 00 0 0 1 00 0 0 0 1

    x xy y x y zz z

    = + + = + + : 1 2 3v xe ye ze= + +G G G G

    , (1, 2,5)v = G 1 2 31 2 5v e e e= +G G G G , vG { }1 2 3, ,e e e= G G GB 1, 2,5 : . , vG { }1 2 3, ,e e e= G G GB 1, 2,5 , vG { }2 1 3, ,e e e= G G GB 2,1,5 : { }1 2 3, ,v v v= G G GB 1 (0,1,2)v =G , 2 (2,2,6)v =G , 3 ( 1, 2, 8)= vG 3\ . (1, 2,5)v = G B .

    3 1 2 3( , , ) .. 1 1 2 2 3 3v v v v = + +G G G G . :

    11 1 2 2 3 3 1 2 3 2

    3

    1 0 2 1 1 0 2 12 1 2 2 2 1 2 2

    5 2 6 8 5 2 6 8

    = + + = + + =

    v v v vG G G G

    , 123

    10 2 11 2 2 22 6 8 5

    =

    .

    Gauss: ( 2)1 2 2 | 2

    0 2 1 | 12 6 8 | 5

    (+)

    0 2 1 | 1| 1 2 2 | 2

    2 6 8 | 5A b

    = G

    ( 1)1 2 2 | 20 2 1 | 10 2 4 | 9

    (+)

    1 2 2 | 20 2 1 | 1 |0 0 3 | 8

    U d =

    G

    :

    3 : 3 383 83

    = = 2 : 2 3 2 2

    8 52 1 2 13 6

    = + = = 1 : 1 2 3 1 1

    5 8 172 2 2 2 2 26 3 3

    + = + = =

    , 1 2 317 5 83 6 3

    v v v v= G G G G , (1, 2,5)v = G

    { }1 2 3, ,v v v= G G GB 17 5 8, ,3 6 3

  • : . , V . ( { }0G 0) : V . : V V dim( )V . : dim( )V = [ V ] .. dim( )V =3, : 1 ( - ) 2 3 : 4 5 6 ... : dim( )m m=\ : 2dim( ) 2=\ , 3dim( ) 3=\ , 4dim( ) 4=\ , ... : V 2\ (0,0) 3\ (0,0,0), : dim( ) 1V = .. { }2( , ) \ 2 0L x y x y= =\ dim( ) 1L = { }3( , , ) \ 2 0 & 2 0W x y z x y z x y z= + = + =\ dim( ) 1W = : V 3\ (0,0,0), : dim( ) 2V = .. { }3( , , ) \ 2 0E x y z x y z= + =\ dim( ) 2E = : , { }1 2 1 1 2 2( , , , ) \ 0nn n nV x x x x x x = + + + = \ " ( 1 2, , , n 0 ) dim( ) 1V n= .. { }41 2 3 4 1 2 3 4( , , , ) \ 2 5 3 0W x x x x x x x x= + + =\ dim( ) 3W = : { }0W = G n\ 0

    G. , dim 0W =

  • : dim( )V k= , k V . .. -- 2 2\ (. 2 -

    2\ ) . -- 3 3\ (. 3 -

    3\ ) . -- 4 4\ . -- 5 5\ . ... , -- - 2\ (0,0)

    3\ (0,0,0), . -- 2 3\

    (0,0,0) . : V dim( )V k= , { }1 2, , , kv v v= G G GB ( k ) V , : 1) 1 2, , , kv v v VG G G 2) 1 2, , , kv v v

    G G G : W V, : ) dim dimW V ) dim dimW V= , W V=

    .. W 3V =\ : 1) 3 dim 3W W= =\ 2) W 0 (0,0,0)=G dim 2 dimW V= < 3) W 0 (0,0,0)=G dim 1 dimW V= < 4) { }0W = G dim 0 dimW V= <

    : n n A , n\ : { n nA \ } {det 0A } { 0Ax = GG 0x = GG } { n A }. , n n\ . , A n\ . : { }1 2 3, ,v v v= G G GB 1 (0,1,2)v =G , 2 (2,2,6)v =G ,

    3 ( 1, 4, 8)v = G 3\ .

  • : 0 2 11 2 42 6 8

    A =

    :

    2 1 2 1det 2 ( 16 6) 2( 8 2) 2

    6 8 2 4 = + = + + + = A

    . det 0A { }1 2 3, ,v v v= G G GB 3\ : det 1 0nI = . , nI n\ : n\ nI .

    .. 2\ { }1 0,0 1 3\

    1 0 00 , 1 , 00 0 1

    4\ 1 0 0 00 1 0 0, , ,0 0 1 00 0 0 1

    ... : { }3( , , ) \ 2 0V x y z x y z= + =\ 3\ . ) ; ) . ) ( 1,1,3)b = G V . , .

    ) V 0 (0,0,0)=G . ) ( , , )v x y z V= G , ,x y z :

    2 0 2x y z x y z + = = . v VG : 2 y zv y

    z

    = G , ,y z\ .

    . 2 11 00 1

    v y z = +

    G , ,y z\ (*)

  • . V

    1210

    v =

    G 21

    01

    v =

    G , V

    2 0x y z + = , 1 2,V v v= G G (. V 1 2,v vG G ) 1 2,v v

    G G . :

    ( 1/ 2)2 11 00 1

    A =

    (+) 2

    2 10 1/ 20 1

    (+)

    2 10 1/ 20 0

    U =

    , ( ) 2r A = ( )r A n= 1 2,v vG G . , : 1) 1 2,v v VG G , 2) 1 2,v v

    G G , 3) V 1 2,v v

    G G , { }1 2,v vG G V . , V 2 . , dim( ) 2V = : 2 0x y z + = 1 3

    [ ]1 2 1A U= = x ,y z . 0Ax = GG (*). , - V ( ).

    ) ( 1,1,3)b = G V 1 2 1 3 0 + = ,

    2 0x y z + = . b VG { }1 2,v vG G V ,

    2 1 2( , ) .. 1 1 2 2b v v = +G G G . :

    11 1 2 2 1 2

    2

    1 2 1 1 2 11 1 0 1 1 0

    0 13 0 1 3b v v

    = + = + = G G G

    , 12

    12 11 0 10 1 3

    =

    .

    ,

    A U , Gauss

    | |A b U d G G

    . bG

    A U . :

  • ( 1/ 2)113

    b =

    G (+)

    21

    3/ 23

    (+)

    13/ 2

    0d

    = G

    : 1 12 2

    12 1 2 1 11 0 1 0 1/ 2 3/ 20 1 0 0 03

    = =

    : 3 : 1 20 0 0 + = , 21 2( , ) \ 2 : 2 2

    1 3 32 2 = =

    1 : 1 2 1 12 1 2 3 1 1 = = =

    , 1 23b v v= +G G G , ( 1,1,3)b = G

    { }1 2,v vG G 1,3. : 3dim( ) 3=\ , ( 1,1,3)b = G 3\ , 3 3\ . , 3\ 1,1,3 . , bG { }3( , , ) \ 2 0V x y z x y z= + =\ 3\ dim( ) 2V = , bG 2 V .

    : V { }1 2, ,..., kv v vG G G V. u VG 1 1 ... ...i i k ku v v v = + + + +G G G G 0i . { }1 1 1,..., , , ,...,i i kv v u v v +G G G G G V. :

    { }3( , , ) \ 2 0V x y z x y z= + =\ { }1 2,v vG G , 1 210

    v =

    G 21

    01

    v =

    G .

    V 1vG

    uG : 1 1 2 2u v v = +G G G , 1 0 ,

    .. 1 2

    2 1 72 3 2 1 3 0 2

    0 1 3u v v

    = = = G G G , V { }2,u vG G

    , 2v

    G wG : 1 1 2 2u v v = +G G G , 2 0 .

  • .. 1 2

    2 1 11 0 10 1 1

    w v v = + = + =

    G G G , V { }1,v wG G . , V , . : { }3( , , ) \ 2 0V x y z x y z= + =\

    { }3( , , ) \ 0W x y z x y= =\ 3\ . ) V W . 3\ ; ) V W ) V W ;

    ) { }3( , , ) \ 2 0 & 0V W x y z x y z x y = + = =\ .

    . V W 3\ , V W 3\ .

    ) ( , , )v x y z V W= G , ,x y z :

    }N N0

    1 2 12 0 00 01 1 0

    A x

    xx y z yx y z

    + = = = GG

    : ( 1)1 2 1

    1 1 0A = (+)

    1 2 10 1 1 U

    =

    , 1 2 1 00 0 00 1 1

    xAx Ux y

    z

    = = = G GG G

    : ,x y : z

    : 2 : 0y z y z = = 1 : 2 0 2 0x y z x z z x z + = + = =

    . v V W G : zv zz

    = G , z\ .

  • . 111

    v z =

    G , z\

    , V W 111

    .

    , V W 1 . , dim( ) 1V W =

    ) V W 111

    v z =

    G z\ . , V W

    (1,1,1) 3\ [. (0,0,0) (1,1,1)] 1: U, - .

    ..

    0 3 1 4 7 60 0 2 1 4 50 0 0 0 2 30 0 0 0 0 0

    U

    = , 1 2 3

    0 0 03 0 01 2 0, ,4 1 07 4 26 5 3

    r r r

    = = =

    G G G

    .

    : 1 2 3, ,r r rG G G

    0 0 03 0 01 2 04 1 07 4 26 5 3

    A

    =

    .

    . 0 3 1 4 7 60 0 2 1 4 50 0 0 0 2 3

    TA =

    3 - . ,

    ( ) 3Tr A = . , A , ( ) ( )Tr A r A= . , ( ) 3r A = ( ) 1 2 3, ,r r r

    G G G . 2: U,

  • ..

    0 3 1 4 7 60 0 2 1 4 50 0 0 0 2 30 0 0 0 0 0

    U

    = , 1 2 3

    3 1 70 2 4, ,0 0 20 0 0

    v v v = = =

    G G G

    .

    : 1 2 3, ,v v vG G G

    3 1 70 2 40 0 20 0 0

    A

    = ,

    . , ( ) 3r A = ( ) 1 2 3, ,v v v

    G G G .

    m nA \ . n A m\ . m\ A , ( )AR . . 1 2, , , nv v v

    G G G A , 1 2( ) , , ,= nA v v vG G GR . ( )AR mbG \ 1 2, , , nv v v

    G G G .

    .. 1 3 3 22 6 9 51 3 3 0

    = A

    1 3 3 2( ) 2 , 6 , 9 , 5

    1 3 3 0

    = AR

    : b

    G ( )AR ,

    1 2, , , n \ .. 1 1 2 2 = + + + n nb v v vG G G G" :

    [ ]N

    1 12 2

    1 2

    | | |

    = = = n

    n nx

    b v v v b A Ax b

    G

    G G GG G G G" # #

    , ( )b AG R { =Ax bGG ( )} : ( 1,0,4)= bG

    1 3 3 22 6 9 51 3 3 0

    = A .

  • ( 1,0,4)= bG ( )AR , 1 2 3 4, , , \

    .. N N

    12

    1 2 3 434

    1 1 3 3 2 1 1 3 3 20 2 6 9 5 0 2 6 9 54 1 3 3 0 4 1 3 3 0

    = + + + = Ab x

    G G

    , =Ax bGG ( ). :

    ( 2) 11 3 3 2 | 1| 2 6 9 5 | 0

    | 41 3 3 0

    = A bG

    (+) (+)

    ( 2)1 3 3 2| 10 0 3 1| 2

    | 30 0 6 2

    (+)

    1 3 3 2| 10 0 3 1| 2 |

    | 10 0 0 0

    = U dG

    = =Ax b Ux dG GG G . 3 0 1= =Ax bGG . , b

    G ( )AR .

    : ( )r A m= (. U ) =Ax bGG ( m n= m n< )

    mbG \ . , : ( ) mA \R U

    ( )UR . : dim ( ) ( )U r U=R

    A U :

    { A } { U } :

    A U A

    U ( )AR . : dim ( ) ( )A r A=R , ( ) ( )A UR R

    : ( ) ( )A UR R , 1 3 3 22 6 9 51 3 3 0

    = A

    1 3 3 20 0 3 10 0 0 0

    U =

    .

    : { ( )UR } = {1 & 3 U } = 1 30 , 30 0

    , ( )UR :

  • 1 2

    1 30 30 0

    v = + G . : 1 22

    330

    v + =

    G .

    , .. 3 A , 393

    .

    , 39 ( )3

    U

    R ( ) ( )A UR R . : V 1 (1, 2,4)v = G , 2 (3,0, 1)v = G , 3 (0,6, 13)v = G , 4 (1,4, 9)v = G . V ;

    : 1 2 3 4, , ,V v v v v= G G G G V 3\ A 1 2 3 4, , ,v v v v

    G G G G . : 1 3 0 12 0 6 4

    4 1 13 9A

    = .

    : ( )V AR , :

    (13/ 6)1 3 0 10 6 6 60 13 13 13

    2 41 3 0 1

    2 0 6 44 1 13 9

    A =

    (+) (+) (+)

    1 3 0 10 6 6 60 0 0 0

    U =

    , ( ) 2r A = (= - U ) , dim ( ) 2 dim 2A V= =R { V } = { ( )AR } = { }1 2,v vG G (. A U ) , V 3\ 10,v

    G G 2vG , : (0,0,0) , (1, 2,4) (3,0, 1) . , : 3\ (0,0,0) :

    0x y z + + = , , 0 . , (1, 2,4) (3,0, 1) :

    } { }1 ( 2) 4 0 2 4 0 1 2 4 03 0 13 0 ( 1) 0 3 0 0 + + = + = = + + = = ,

    ( 3)1 2 43 0 1

    (+) 1 2 40 6 13

    : , :

  • :

    2 : 136 13 06

    = = 1 : 13 12 4 0 2 4 0

    6 3 + = + = =

    , : 1 13 1 130 0 2 13 6 03 6 3 6

    x y z x y z x y z + + = + + = + + =

    , { }3( , , ) \ 2 13 6 0V x y z x y z= + + =\

    m nA \ . m A n\ . n\ A . ( )TAR , TA

    .. 1 3 3 22 6 9 51 3 3 0

    = A

    1 2 13 6 3( ) , ,3 9 32 5 0

    TA =

    R

    . ( )TAR 4bG \

    1 2 13 6 3, ,3 9 32 5 0

    , . 1 2 3

    1 2 13 6 33 9 32 5 0

    b = + +

    G

    : ( )b AG R { Ax b= GG ( )}. : ( )Tb AG R { TA x b= GG ( )} U , -

    ( )TUR . : dim ( ) ( )TU r U=R

    A U : ( ) ( )T TA UR R

    ( A U , )

    :

    A U - U ( )TAR . : dim ( ) ( )TA r A=R

  • .. 1 3 3 22 6 9 51 3 3 0

    = A .

    1 3 3 20 0 3 10 0 0 0

    U =

    .

    : dim ( ) 2TA =R (= - U )

    { ( )TAR } = { - U } = 1 03 0,3 32 1

    m nA \ . 0Ax = GG n\ ( )AN A . : ( )A N , 0Ax = GG 0 nx = GG \ . , ( ) nA \N xG 0Ax = GG n\ . , 1x

    G 2xG 0Ax =GG . , 1 2, ( )x x AG G N .

    : 1 2 1 2( ) 0 0 0A x x Ax Ax+ = + = + =G G GG G G G . , 1 2( ) ( )x x A+ G G N . ( )AN

    . , 1 1( ) ( ) 0 0A x Ax = = =

    G GG G . , 1( ) ( )x A G N , 1 ( )x A G N & \ . ( )AN . , ( )AN n\

    A U 0 0Ax Ux= =G GG G . : ( ) ( )A UN N

    dim ( ) ( )A n r A= N = ( ) ( )r A n= (. U , . )

    0Ax = GG 0x = GG . : { }( ) 0A = GN (, n\ ) dim ( ) 0A =N ( )AN

    :

    1 3 3 22 6 9 51 3 3 0

    = A .

  • 1 3 3 20 0 3 10 0 0 0

    U =

    .

    : dim ( ) ( ) dim ( ) 4 2 dim ( ) 2A n r A A A= = =N N N ( )AN 0Ax = GG ,

    01 3 3 2

    0 0 0 3 1 00 0 0 0 0

    xyUx zw

    = =

    GG .

    : ,x z : ,y w : 3 : 4( , , , )x y z w \ 2 : 13 0

    3z w z w+ = =

    1 : 13 3 2 0 3 3 2 0 33

    x y z w x y w w x y w + + + = + + + = =

    , ( )AN :

    3

    13

    y wy

    x w

    w

    =

    G , :

    3 3 11 01 0 1/ 3

    3 0 1

    y wy

    x y ww

    w

    = = +

    G , ,y w\

    , ( )AN 3 1

    1 0,0 1/ 30 1

    .

    : - Ax b= GG , 1x

    G 2xG , : 1 2 1 2( ) 2A x x Ax Ax b b b b+ = + = + =

    G G G GG G G G , . 1 2( )x x+G G Ax b=GG .

    , Ax b= GG . , .

  • : m nA \ . TA , ( )TAN A . : dim ( ) ( )A n r A= N dim ( ) ( )TA m r A= N [ TA m ( ) ( )Tr A r A= ] :

    1 3 3 22 6 9 51 3 3 0

    = A . ;

    , ( ) 2r A = . , ( )TAN : dim ( ) ( ) dim ( ) 3 2 dim ( ) 1T T TA m r A A A= = =N N N ( )TAN 0TA x = GG . :

    ( 3) ( 3) ( 2)1 2 13 6 33 9 32 5 0

    TA =

    (+) (+)

    (+)

    1 2 10 0 00 3 60 1 2

    ( 3)1 2 10 1 20 3 60 0 0

    (+)

    1 2 10 1 20 0 00 0 0

    U =

    U TA , U A .

    01 2 10 1 2 00 0 0 0 0 00 0 0 0

    Tx

    A x U x yz

    = = =

    G GG G

    : ,x y : z : 4 & 3 : 3( , , )x y z \ 2 : 2 0 2y z y z+ = = 1 : 2 0 2( 2 ) 0 5x y z x z z x z+ = + = =

    , ( )TAN : 52z

    x zz

    = G , :

    52

    1x z

    = G , z\ . , ( )TAN

    52

    1

    .

  • ( )TAN 3\ (0,0,0) (5, 2,1) . : m nA \ .

    ( ), ( ), ( )TA A AR R N ( )TAN : 1)

    A U

    2) ( )r A = ( - U ) 3) ( ), ( ), ( )TA A AR R N ( )TAN : dim ( ) ( )A r A=R , dim ( ) ( )TA r A=R , dim ( ) ( )A n r A= N , dim ( ) ( )TA m r A= N 4) { ( )AR } = { A U

    } 5) { ( )TAR } = { - U } 6) dim ( ) 0A =N , { }( ) 0A = GN ( )AN . dim ( ) 0A >N , 0Ux = GG

    ( U ) . n\ . ( )AN .

    7) dim ( ) 0TA =N , { }( ) 0TA = GN ( )TAN . dim ( ) 0TA >N ,

    TA U , 0U x = GG ( U ) . m\ . ( )TAN .

    : ( )AR ( )AN A . : V

    1 2, , , kv v vG G G A=[ 1 2, , , kv v vG G G ]

    , ( )V AR . ( )1 2, , , nx x x V

    1 1 2 2 0n nx x x + + + =" , A=[ ] ,

    ( )V AN .

  • .. 1 2 3 4, , ,V v v v v= G G G G 1 (1, 2,4)v = G , 2 (3,0, 1)v = G , 3 (0,6, 13)v = G , 4 (1,4, 9)v = G , ( )V AR , 1 3 0 12 0 6 4

    4 1 13 9A

    = 1 2 3 4, , ,v v v v

    G G G G .

    .. { }3( , , ) \ 2 6 0V x y z x y z= + =\ V ( , , )x y z 2 6 0x y z + = [ ]2 1 6 [0]xy

    z

    = . , ( )V A N [ ]2 1 6A =

    .. { }3( , , ) \ 2V x y z x y z= = = \ V { } { }2 2 0 1 2 0 00 1 0 1 0xx y x y yx z x z z = = = = + = . ,

    ( )V A N 1 2 01 0 1A = .

    1: m nA \ . ( )AR ( )TAN m\ . , 3 : ( ) mA \R & ( )T mA \N dim ( ) dim ( ) dimT mA A+ = \R N { }( ) ( ) 0TA A = GR N 2: m nA \ . ( )TAR ( )AN n\ . , 3 : ( )T nA \R & ( ) nA \N dim ( ) dim ( ) dimT nA A+ = \R N { }( ) ( ) 0TA A = GR N : ( ) mA \R dim ( ) 0TA =N [. ( )r A m= ] ( ): { }3( , , ) \ 2 0V x y z x y= + =\ { }3( , , ) \ 0W x y z x y z= + =\ 3\ . ) V W ; ) V W .

    ; ) 3\ V W .

  • ) 3 ( , , )x y z

    0x y z + + = . , V W 0 (0,0,0)=G .

    , dim 2V = dim 2W = ) { }3( , , ) \ 2 0 & 0V W x y z x y x y z = + = + =\ V W :

    }N N0

    2 0 1 2 0 00 1 1 1 0

    + = = + = A x

    xx y yx y z z GG

    , ( ) V W AN , 1 2 01 1 1 = A :

    ( 1)1 2 01 1 1

    = A (+) 1 2 00 3 1

    = U , 0 0= =Ax UxG GG G : ,x y : z :

    2 : 13 03

    + = =y z y z

    1 : 1 22 0 2 03 3

    + = + = = x y x z x z

    , V W :

    23

    13

    =

    z

    x z

    z

    G , :

    2 /31/31

    = x zG , z\

    , V W 2 /3

    1/31

    .

    1 , dim( ) 1 =V W V W 3\ (0,0,0) ( 2 /3,1/3,1) . , V W .

  • ) ( ) V W AN , V W A , ( )TAR . ( )TAR - U ,

    { ( )TAR }= 1 02 , 30 1

    COVER5Binder1Dianysm_xwroi_p1Dianysm_xwroi_p2Dianysm_xwroi_p3Dianysm_xwroi_p4Dianysm_xwroi_p5Dianysm_xwroi_p6

    Aneksarthsia_Baseis_klp