matrix inversion - gantep.edu.trmurat/math2/ders 6 matrix inversion.pdftranspose matris a m×n...
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Matrix Inversion
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Transpose Matris A m×n matris
A transpose matris AT, n×m matris
.
21
22221
11211
mnmm
n
n
aaa
aaaaaa
A
,
21
22212
12111
mnnn
m
m
T
aaa
aaaaaa
A
![Page 3: Matrix Inversion - gantep.edu.trmurat/math2/ders 6 Matrix Inversion.pdfTranspose Matris A m×n matris Atranspose matris AT, n×m matris. 1 2 21 22 2 ... MATRİSLER](https://reader030.vdocuments.mx/reader030/viewer/2022041211/5dd0dca6d6be591ccb630f76/html5/thumbnails/3.jpg)
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MATRİSLER
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MATRİSLER
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MATRİSLER
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MATRİSLER
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MATRİSLER
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MATRİSLER
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MATRİSLER
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MATRİSLER
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MATRİSLER
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MATRİSLER
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MATRİSLER
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MATRİSLER
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MATRİSLER
ÖDEV
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5 * 1 = 5
13636
49
94
144
41
14
414
1001
3182
????
AB = BA = In.
1 AB
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Properties of Matrix Inverse (A-1)-1 = A. (Ak)-1= (A-1)k (A-k ) (cA)-1 = (1/c)A-1, c ≠ 0. ( AT)-1 = (A-1)T. Ax = b isex = A-1b.
![Page 19: Matrix Inversion - gantep.edu.trmurat/math2/ders 6 Matrix Inversion.pdfTranspose Matris A m×n matris Atranspose matris AT, n×m matris. 1 2 21 22 2 ... MATRİSLER](https://reader030.vdocuments.mx/reader030/viewer/2022041211/5dd0dca6d6be591ccb630f76/html5/thumbnails/19.jpg)
2-2 matrisin tersi
dcba
A
acbd
bcadA 11
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31
82
determinant 6 – ( - 8) = 14
21
833182
acbd
bcadA 11
2183
141
1001
140014
141
6822242486
141
3182
2183
141
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0))12(12(3264
3264
Tersi nedir?
3648
C
![Page 22: Matrix Inversion - gantep.edu.trmurat/math2/ders 6 Matrix Inversion.pdfTranspose Matris A m×n matris Atranspose matris AT, n×m matris. 1 2 21 22 2 ... MATRİSLER](https://reader030.vdocuments.mx/reader030/viewer/2022041211/5dd0dca6d6be591ccb630f76/html5/thumbnails/22.jpg)
1001
3275
5273
:eg
1001
3275
5273
:eg
Tersi nedir?
acbd
bcadA 11
AA-1 = I
![Page 23: Matrix Inversion - gantep.edu.trmurat/math2/ders 6 Matrix Inversion.pdfTranspose Matris A m×n matris Atranspose matris AT, n×m matris. 1 2 21 22 2 ... MATRİSLER](https://reader030.vdocuments.mx/reader030/viewer/2022041211/5dd0dca6d6be591ccb630f76/html5/thumbnails/23.jpg)
1131
21
21
23
21
3012
310
61
21
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1001
)3(1)1(2)2(1)1(2)3(1)1(3)2(1)1(3
3211
1213
dcba
BveA5321
1001
5321
dcba
1001
535322
dbcadbca
1235153
02053
12
dandbcandadb
dbca
ca
![Page 25: Matrix Inversion - gantep.edu.trmurat/math2/ders 6 Matrix Inversion.pdfTranspose Matris A m×n matris Atranspose matris AT, n×m matris. 1 2 21 22 2 ... MATRİSLER](https://reader030.vdocuments.mx/reader030/viewer/2022041211/5dd0dca6d6be591ccb630f76/html5/thumbnails/25.jpg)
4321
A
21
23
121324
211A
2)2(3)4(14321
![Page 26: Matrix Inversion - gantep.edu.trmurat/math2/ders 6 Matrix Inversion.pdfTranspose Matris A m×n matris Atranspose matris AT, n×m matris. 1 2 21 22 2 ... MATRİSLER](https://reader030.vdocuments.mx/reader030/viewer/2022041211/5dd0dca6d6be591ccb630f76/html5/thumbnails/26.jpg)
10
22C
5162
A
21205
B
1 2 43 0 5
2 61 3
4 32 1
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Minor ve kofactor minor Mij aij cofactor Cij = (-1)i+jMij.
Determinant
7687
G
14849)8(6)7(77687
![Page 28: Matrix Inversion - gantep.edu.trmurat/math2/ders 6 Matrix Inversion.pdfTranspose Matris A m×n matris Atranspose matris AT, n×m matris. 1 2 21 22 2 ... MATRİSLER](https://reader030.vdocuments.mx/reader030/viewer/2022041211/5dd0dca6d6be591ccb630f76/html5/thumbnails/28.jpg)
Minors
835753542
835753542
835753542
11
5 7-61
3 -8M
12
-3 7-11
5 -8M
13
-3 5-34
5 3M
![Page 29: Matrix Inversion - gantep.edu.trmurat/math2/ders 6 Matrix Inversion.pdfTranspose Matris A m×n matris Atranspose matris AT, n×m matris. 1 2 21 22 2 ... MATRİSLER](https://reader030.vdocuments.mx/reader030/viewer/2022041211/5dd0dca6d6be591ccb630f76/html5/thumbnails/29.jpg)
Minors
-61 -11 -3417 -41 26-53 29 -2
M
23
2 -426
5 3M
The resulting matrix of minors is:
835753542
![Page 30: Matrix Inversion - gantep.edu.trmurat/math2/ders 6 Matrix Inversion.pdfTranspose Matris A m×n matris Atranspose matris AT, n×m matris. 1 2 21 22 2 ... MATRİSLER](https://reader030.vdocuments.mx/reader030/viewer/2022041211/5dd0dca6d6be591ccb630f76/html5/thumbnails/30.jpg)
Minor
-1 4A = ,
2 321 21
22 22
M = Minor of a = 4,M = Minor of a = -1
11 11
12 12
M = Minor of a = 3,M = Minor of a = 2
4 7 8A = -9 0 0 ,
2 3 4
M11 = Minor a11 =0 0
= =03 4
M23 = Minor a234 7
= =12-14=-22 3
M32 = Minor a324 8
= =0+72=72-9 0
![Page 31: Matrix Inversion - gantep.edu.trmurat/math2/ders 6 Matrix Inversion.pdfTranspose Matris A m×n matris Atranspose matris AT, n×m matris. 1 2 21 22 2 ... MATRİSLER](https://reader030.vdocuments.mx/reader030/viewer/2022041211/5dd0dca6d6be591ccb630f76/html5/thumbnails/31.jpg)
Cofactors
Cofactors are the signed minors.The cofactor of element aij of matrix [A] is:
Therefore
The resulting matrix of cofactors is:
1 313 13
-1C M
-1 i jij ijC M
1 212 12
-1C M
1 111 11
-1C M
-61 11 -34-17 -41 -26-53 -29 -2
C
![Page 32: Matrix Inversion - gantep.edu.trmurat/math2/ders 6 Matrix Inversion.pdfTranspose Matris A m×n matris Atranspose matris AT, n×m matris. 1 2 21 22 2 ... MATRİSLER](https://reader030.vdocuments.mx/reader030/viewer/2022041211/5dd0dca6d6be591ccb630f76/html5/thumbnails/32.jpg)
Kofactor
C11 = Cofactor a11 = (–1)1 + 1 M11 = (–1)1 +1 0 0=0
3 4
C23 = Cofactor a23 = (–1)2 + 3 M23 = 4 7
22 3
C32 = Cofactor a32 = (–1)3 + 2M32 =4 8
- =-72-9 0
4 7 8A = -9 0 0
2 3 4
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Determinant 2-2 Matris
dcba
A bcadAA )det(
11 12
21 22
a aA =
a a
|A| = = a11a22 – a21a12
a a
a a
11 12
21 22
4 -3determinant :
2 5 4 -3= 4×5-2× -3 =20+6 =26
2 5
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Determinant 3-3 Matris
ihgfedcba
A
)()(
)det(
idbhfageccdhbfgaeicegbfgcdhbdiafhaei
hged
cigfd
bihfe
aAA
2 3 - 5
1 - 2 7 - 2 7 17 1 - 2 = 2 - 3 + -5
4 1 -3 1 -3 4-3 4 1
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hged
cigfd
bihfe
aihgfedcba
![Page 36: Matrix Inversion - gantep.edu.trmurat/math2/ders 6 Matrix Inversion.pdfTranspose Matris A m×n matris Atranspose matris AT, n×m matris. 1 2 21 22 2 ... MATRİSLER](https://reader030.vdocuments.mx/reader030/viewer/2022041211/5dd0dca6d6be591ccb630f76/html5/thumbnails/36.jpg)
23028
)6(5)12(0)14(2)1(0)2(35)5(0)4(30)5(2)4(12
2013
54053
04251
2420513
502
420513
502
![Page 37: Matrix Inversion - gantep.edu.trmurat/math2/ders 6 Matrix Inversion.pdfTranspose Matris A m×n matris Atranspose matris AT, n×m matris. 1 2 21 22 2 ... MATRİSLER](https://reader030.vdocuments.mx/reader030/viewer/2022041211/5dd0dca6d6be591ccb630f76/html5/thumbnails/37.jpg)
214321112
1391014
)9(1)10(1)7(2)2(4)1(11)3(4)2(11)3(1)2(22
1421
12431
)1(2132
2214321112
![Page 38: Matrix Inversion - gantep.edu.trmurat/math2/ders 6 Matrix Inversion.pdfTranspose Matris A m×n matris Atranspose matris AT, n×m matris. 1 2 21 22 2 ... MATRİSLER](https://reader030.vdocuments.mx/reader030/viewer/2022041211/5dd0dca6d6be591ccb630f76/html5/thumbnails/38.jpg)
Matris Tersi
adjoint matrix?
)(11 AadjA
A
1011
1011
tersi
1001
1011
1011
1011
1011
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Matrix Inversion1 2 3
1 2 3
1 2 3
2 4 5 36-3 5 7 75 3 8 -31
x x xx x x
x x x
2 -4 5-3 5 75 3 -8
A
![Page 40: Matrix Inversion - gantep.edu.trmurat/math2/ders 6 Matrix Inversion.pdfTranspose Matris A m×n matris Atranspose matris AT, n×m matris. 1 2 21 22 2 ... MATRİSLER](https://reader030.vdocuments.mx/reader030/viewer/2022041211/5dd0dca6d6be591ccb630f76/html5/thumbnails/40.jpg)
Matrix Inversion
1
2
3
2 -4 5 36-3 5 7 75 3 -8 -31
xxx
A x B
The set of equations in matrix form is:
1x A B
![Page 41: Matrix Inversion - gantep.edu.trmurat/math2/ders 6 Matrix Inversion.pdfTranspose Matris A m×n matris Atranspose matris AT, n×m matris. 1 2 21 22 2 ... MATRİSLER](https://reader030.vdocuments.mx/reader030/viewer/2022041211/5dd0dca6d6be591ccb630f76/html5/thumbnails/41.jpg)
Adjoint matrixadjoint matrix [A],Adj[A]transpose cofactor matrix [A].
-61 11 -34-17 -41 -26-53 -29 -2
C
determinant
-61 -17 -5311 -41 -29-34 -26 -2
adj A
2 -4 5
-3 5 7 -336
5 3 -8
A
Tadj A C
![Page 42: Matrix Inversion - gantep.edu.trmurat/math2/ders 6 Matrix Inversion.pdfTranspose Matris A m×n matris Atranspose matris AT, n×m matris. 1 2 21 22 2 ... MATRİSLER](https://reader030.vdocuments.mx/reader030/viewer/2022041211/5dd0dca6d6be591ccb630f76/html5/thumbnails/42.jpg)
Matris Tersi 1 1A adj A
A
1
-61 -17 -53-336 -336 -33611 -41 -29
-336 -336 -336-34 -26 -2
-336 -336 -336
A
1-61 -17 -53
1 11 -41 -29-336
-34 -26 -2A
1
61 17 53336 336 336-11 41 29336 336 33617 13 1168 168 168
A
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SARRUS
![Page 44: Matrix Inversion - gantep.edu.trmurat/math2/ders 6 Matrix Inversion.pdfTranspose Matris A m×n matris Atranspose matris AT, n×m matris. 1 2 21 22 2 ... MATRİSLER](https://reader030.vdocuments.mx/reader030/viewer/2022041211/5dd0dca6d6be591ccb630f76/html5/thumbnails/44.jpg)
4.2 3 86 7 14 5 9
4.2 3 86 7 14 5 9
2 36 74 5
-224+10
+162
= -52
-126 +12+240
126 - (-52)126 + 52= 178
=126
![Page 45: Matrix Inversion - gantep.edu.trmurat/math2/ders 6 Matrix Inversion.pdfTranspose Matris A m×n matris Atranspose matris AT, n×m matris. 1 2 21 22 2 ... MATRİSLER](https://reader030.vdocuments.mx/reader030/viewer/2022041211/5dd0dca6d6be591ccb630f76/html5/thumbnails/45.jpg)
5.5 1 22 3 53 2 3
-18 +50
+6 = 38
45 - 15 + 8 = 38
38 - 38= 0
5 12 33 2
![Page 46: Matrix Inversion - gantep.edu.trmurat/math2/ders 6 Matrix Inversion.pdfTranspose Matris A m×n matris Atranspose matris AT, n×m matris. 1 2 21 22 2 ... MATRİSLER](https://reader030.vdocuments.mx/reader030/viewer/2022041211/5dd0dca6d6be591ccb630f76/html5/thumbnails/46.jpg)
0
24031
11
2
1
xx
Sonuçmatrisi
Sabitler
03240
yxyx
BilinmeyenlerX ~ x1Y ~ x2
![Page 47: Matrix Inversion - gantep.edu.trmurat/math2/ders 6 Matrix Inversion.pdfTranspose Matris A m×n matris Atranspose matris AT, n×m matris. 1 2 21 22 2 ... MATRİSLER](https://reader030.vdocuments.mx/reader030/viewer/2022041211/5dd0dca6d6be591ccb630f76/html5/thumbnails/47.jpg)
47
1. x & yax + by = mcx + dy = n
2. 2x2 matris tersi
3. x,y cözümü
nm
yx
dcba
acbd
bcad1
dcba 1
nm
acbd
bcad1
yx
![Page 48: Matrix Inversion - gantep.edu.trmurat/math2/ders 6 Matrix Inversion.pdfTranspose Matris A m×n matris Atranspose matris AT, n×m matris. 1 2 21 22 2 ... MATRİSLER](https://reader030.vdocuments.mx/reader030/viewer/2022041211/5dd0dca6d6be591ccb630f76/html5/thumbnails/48.jpg)
Cramer's
2 -3D = = 2+9 =11 0
3 1 1
7 -3D = =7+15=22
5 1
2
2 7D = =10-21=-11
3 5
1 2
D 0D D22 -11By Cramer's Rule x= = =2 and y= = =-1D 11 D 11
2x-3y=7,3x+y=5
![Page 49: Matrix Inversion - gantep.edu.trmurat/math2/ders 6 Matrix Inversion.pdfTranspose Matris A m×n matris Atranspose matris AT, n×m matris. 1 2 21 22 2 ... MATRİSLER](https://reader030.vdocuments.mx/reader030/viewer/2022041211/5dd0dca6d6be591ccb630f76/html5/thumbnails/49.jpg)
49
3x +4y = 55x = 7-6y
x+7y = 1.243y -x = 0.76
8x = 3y -1x+y =-7
71
yx
1138
76.0
24.1yx
3171
75
yx
6543
21
42
21
21252830
21
75
3546
21
yx
x = -1 y = 2
52
5522
111
561211
111
71
8131
111
yx
2.016.0
26.1
101
76.024.132.572.3
101
76.024.1
1173
101
yx
x = -0.16 y = 0.2
x = -2 y = -5
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Linear Denklem Sistemleri (Cramer’s)
2 2 2 2a x+b y+c z = d ... ii
1 1 1 1a x+b y+c z = d ... i
3 3 3 3a x+b y+c z = d ... iii
31 2 DD Dx = , y = z= D 0,
D D D,
1 1 1 1 1 1 1 1 1
2 2 2 1 2 2 2 2 2 2 2
3 3 3 3 3 3 3 3 3
a b c d b c a d cD= a b c , D = d b c , D = a d c
a b c d b c a d c
1 1 1
3 2 2 2
3 3 3
a b dD = a b d
a b d
![Page 51: Matrix Inversion - gantep.edu.trmurat/math2/ders 6 Matrix Inversion.pdfTranspose Matris A m×n matris Atranspose matris AT, n×m matris. 1 2 21 22 2 ... MATRİSLER](https://reader030.vdocuments.mx/reader030/viewer/2022041211/5dd0dca6d6be591ccb630f76/html5/thumbnails/51.jpg)
5x - y+ 4z = 52x + 3y+ 5z = 25x - 2y + 6z = -1
5 -1 4D= 2 3 5
5 -2 6
1
5 -1 4D = 2 3 5
-1 -2 6
= 5(18+10)+1(12+5)+4(-4 +3)= 140 +17 –4= 153
= 5(18+10) + 1(12-25)+4(-4 -15)= 140 –13 –76 =140 - 89= 51 0
![Page 52: Matrix Inversion - gantep.edu.trmurat/math2/ders 6 Matrix Inversion.pdfTranspose Matris A m×n matris Atranspose matris AT, n×m matris. 1 2 21 22 2 ... MATRİSLER](https://reader030.vdocuments.mx/reader030/viewer/2022041211/5dd0dca6d6be591ccb630f76/html5/thumbnails/52.jpg)
3
5 -1 5D = 2 3 2
5 -2 -1
= 5(-3 +4)+1(-2 - 10)+5(-4-15)= 5 – 12 – 95 = 5 - 107= - 102
1 2
3
D 0D D153 102By Cramer's Rule x= = =3, y= = =2D 51 D 51
D -102and z= = =-2D 51
2
5 5 4D = 2 2 5
5 -1 6
= 5(12 +5)+5(12 - 25)+ 4(-2 - 10)= 85 + 65 – 48 = 150 - 48= 102