Calculul ecuatilor matriciale

Calculul ecuatiilor matriciale


Fie A, B(Mm× m ( C), A = a11 a12 a 13 ……...a1m , B= b11 b 12 b13 ……b1m
a21 a22 a 23 ……...a2m b21 b 22 b23 ……b2m
a31 a32 a 33 ……...a3m b31 b 32 b33 ……b3m
……………………… ……………………
am1 am2 a m3 ……..amm bm1b m2 bm3 …..bmm

astfel încât A så fie ne singularå ( deci så existeA-1). Så consideråm ecua-tiile matriceale :
AX=B, YA=B
înmultind prima ecuatie la stânga cu A-1 si pe a doua la dreapta cu A-1, se obtine:
A-1(AX)= A-1B, (YA) A-1= BA-1
folosind asociativitatea matricilor se obtine:
(A-1A)X= A-1B, Y(A A-1)= BA-1
dar (A-1A)=Im si folosind proprietatea matricii identice,se va obtine:
X= A-1B, Y= BA-1
iar prin calculul A-1B si B A-1 se va obtine X, Y. De obicei X,Y sunt diferite deoarece înmultirea matricilor nu este comutativå:



Så se rezolve urmåtoarele ecuatii matriciale:

1. 2 1 5 6 2 1 5 6
· X = ,notez A= ,B=
2 3 6 8 2 3 6 8

A-1·/A·X=B ⇒ A-1·(A·X)= A-1B⇒ (A-1·A)·X= A-1B⇒I2·X= A-1B⇒X= A-1B
detA = 2·3 – 2 = 4
A-1=(1/ detA)·A*
a*11 a*21
A*=
a*12 a*22

a*11 =(-1)2 ·3= 3
a*12 =(-1)3 ·2= -2
a*21 =(-1)3 ·1= -1
a*22 =(-1)4 ·2= 2
3 -1
A*=
-2 2
3 -1 3/4 -1/4
A-1=(1/4) · =
-2 2 -1/2 1/2

3/4 -1/4 5 6 9/4 5/2
X= · =
-1/2 1/2 6 8 1/2 1


2. -1 -2 1 2 -1 -2 1 2
X· = ,notez A= ,B=
5 8 -3 6 5 8 -3 6

X·A=B/·A-1⇒(X·A)·A-1=B·A-1⇒X·(A·A-1)=B ·A-1⇒X ·I2=B· A-1⇒X= B ·A-1
detA = -8 +10 =2
A-1=(1/ detA)·A*
a*11 a*21
A*=
a*12 a*22

a*11 =(-1)2 ·8= 8
a*12 =(-1)3 ·(-2)=2
a*21 =(-1)3 ·5= -5
a*22 =(-1)4 ·(-1)= -1

8 2
A*=
-5 -1

8 2 4 1
A-1=(1/2) · =
-5 -1 -5/2 -1/2

7 2 4 1 23 6
X= · =
-3 5 -5/2 -1/2 -49/4 -11/2

3. -1 2 4 6 8 13 -1 2 4 6 8 13
·X· = ,notez A= ,B= ,C =
-3 8 5 8 -4 -7 -3 8 5 8 -4 -7

A·X·B=C/·B-1⇒(A·X·B)·B-1=C·B-1⇒(A·X)·(B·B-1)=C·B-1⇒(A·X)·I2=C·B-1⇒ (A-1)·/A·X=C·B-1⇒A-1(A·X)=A-1·C·B-1⇒(A-1·A)·X=A-1·C·B-1⇒I2·X=A1·C· B-1⇒X=A-1·C·B-1
detA = -8 +6 =-2
A-1=(1/ detA)·A*
a*11 a*21
A*=
a*12 a*22

a*11 =(-1)2 ·8= 8
a*12 =(-1)3 ·(-3)=3
a*21 =(-1)3 ·2= -2
a*22 =(-1)4 ·(-1)= -1

8 -2
A*=
3 -1

8 -2 -4 1
A-1=[1/-(2)] · =
3 -1 -3/2 1/2

detB= 32-30 =2
B-1=(1/ detB)·B*
b*11 b*21
B*=
b*12 b*22

b*11 =(-1)2 ·8= 8
b*12 =(-1)3 ·5=-5
b*21 =(-1)3 ·6= -6
b*22 =(-1)4 ·4= 4

8 -6
B*=
-5 4

8 -6 4 -3
B-1=(1/2) · =
-5 4 -5/2 2



-4 1 8 13 4 -3 -36 -59 4 -3 7/2 -10
X= · · = · =
-3/2 1/2 -4 -7 -5/2 2 -14 -23 -5/2 2 3/2 -4


4. 1 2 3 -1 5 3 1 2 3 -1 5 3
X· 0 1 2 = 2 1 -1 ,notez A= 0 1 2 ,B= 2 1 -1
-1 2 1 -3 4 -5 -1 2 1 -3 4 -5

X·A=B/·A-1⇒(X·A)·A-1=B·A-1⇒X·(A·A-1)=B ·A-1⇒X ·I2=B· A-1⇒X= B ·A-1
detA = 1– 4 + 3 – 4 = (4
A-1=(1/ detA)·A*
a*11 a*21 a*31
A*= a*12 a*22 a*32
a*13 a*23 a*33

a*11 =(-1)2 ·(-3)= -3
a*12 =(-1)3 ·2=-2
a*13 =(-1)4 ·1= 1
a*21 =(-1)3 ·(-4)=4
a*22 =(-1)4 ·4= 4
a*23 =(-1)5 ·4= 4
a*31 =(-1)4 ·1= 1
a*32 =(-1)5 ·2=-2
a*33 =(-1)6 ·1= 1

-3 4 1
A*= -2 4 -2
1 -4 1

-3 4 1
A-1=[1/(-4)] · -2 4 -2
1 -4 1

-1 5 3 -3 4 1 -4 4 -8 1 -1 2
X = [1/(-4)] · 2 1 -1 · -2 4 -2 = [1/(-4)]· -9 16 -1 = 9/4 -4 1/4
-3 4 -5 1 -4 1 -4 24 -16 1 -6 4

5. 1 1 1 1 1 2 3 4 1 1 1 1 1 2 3 4
0 1 1 1 · X = 0 1 2 3 ,notez A= 0 1 1 1 ,B= 0 1 2 3
0 0 1 1 0 0 1 2 0 0 1 1 0 0 1 2
0 0 0 1 0 0 0 1 0 0 0 1 0 0 0 1

A-1·/A·X=B ⇒ A-1·(A·X)= A-1B⇒ (A-1·A)·X= A-1B⇒I2·X= A-1B⇒X= A-1B
1 1 1 1
detA = 0 1 1 1 = 1
0 0 1 1
0 0 0 1

A-1=(1/ detA)·A*
a*11 a*21 a*31 a*41
A*= a*12 a*22 a*32 a*42
a*13 a*23 a*33 a*43
a*14 a*24 a*34 a*44


a*11 =(-1)2 ·1= 1 a*21 =(-1)3 ·1=-1 a*31 =(-1)4 ·0= 0 a*41 =(-1)5 ·0= 0
a*12 =(-1)3 ·0= 0 a*22 =(-1)4 ·1= 1 a*32 =(-1)5 ·1=-1 a*42 =(-1)6 ·0= 0
a*13 =(-1)4 ·0= 0 a*23 =(-1)5 ·0= 0 a*33 =(-1)6 ·1= 1 a*43 =(-1)7 ·1=-1
a*14 =(-1)5 ·0= 0 a*24 =(-1)6 ·0= 0 a*34 =(-1)7 ·0= 0 a*44 =(-1)8 ·1= 1

1 -1 0 0
A*= 0 1 -1 0 = A-1
0 0 1 -1
0 0 0 1
1 -1 0 0 1 2 3 4 1 1 1 1
X = 0 1 -1 0 · 0 1 2 3 = 0 1 1 1
0 0 1 -1 0 0 1 2 0 0 1 1
0 0 0 1 0 0 0 1 0 0 0 1

6. 2 2 3 1 2 -3 0 -1 -1 2 2 3 1 2 -3 0 -1 -1
1 -1 0 ·X· 0 1 2 = 0 1 1 ,notez A= 1 -1 0 ,B= 0 1 2 ,C = 0 1 1
-1 2 1 0 0 1 0 0 1 -1 2 1 0 0 1 0 0 1

A·X·B=C/·B-1⇒(A·X·B)·B-1=C·B-1⇒(A·X)·(B·B-1)=C·B-1⇒(A·X)·I2=C·B-1⇒ (A-1)·/A·X=C·B-1⇒A-1(A·X)=A-1·C·B-1⇒(A-1·A)·X=A-1·C·B-1⇒I2·X=A1·C· B-1⇒X=A-1·C·B-1
detA = -2+6-3-2=-1
A-1=(1/ detA)·A*
a*11 a*21 a*31
A*= a*12 a*22 a*32
a*13 a*23 a*33

a*11 =(-1)2 ·(-1)= -1 a*21 =(-1)3 ·(-4)= 4 a*31 =(-1)4 ·3= 3
a*12 =(-1)3 ·1=-1 a*22 =(-1)4 ·5= 5 a*32 =(-1)5 ·(-3)= 3
a*13 =(-1)4 ·1= 1 a*23 =(-1)5 ·6= -6 a*33 =(-1)6 ·(-4)= -4

-1 4 3
A*= -1 5 3
1 -6 -4

-1 4 3 1 -4 -3
A-1=[1/(-1)] · -1 5 3 = 1 -5 -3
1 -6 -4 -1 6 4

detB= 1=1
B-1=(1/ detB)·B*
b*11 b*21 b*31
B*= b*12 b*22 b*32
b*13 b*23 b*33

b*11 =(-1)2 ·1= 1 b*21 =(-1)3 ·2= -2 b*31 =(-1)4 ·7= 7
b*12 =(-1)3 ·0= 0 b*22 =(-1)4 ·1= 1 b*32 =(-1)5 ·2= -2
b*13 =(-1)4 ·0= 0 b*23 =(-1)5 ·0= 0 b*33 =(-1)6 ·1= 1
1 -2 7
B*= 0 1 -2 = B-1
0 0 1

1 -4 -3 0 -1 -1 1 -2 7 0 -5 -8 1 -2 7 0 -5 2
X= 1 -5 -3 · 0 1 1 · 0 1 -2 = 0 -6 -9 · 0 1 -2 = 0 -6 3
-1 6 4 0 0 1 0 0 1 0 7 11 0 0 1 0 7 -3

7. 5 3 4 5 3 4
X· -6 -3 -5 = (3 2 1) ,notez A= -6 -3 -5 ,B= ( 3 2 1)
4 2 2 4 2 2

X·A=B/·A-1⇒(X·A)·A-1=B·A-1⇒X·(A·A-1)=B ·A-1⇒X ·I2=B· A-1⇒X= B ·A-1
detA = -30-48-60+48+50+36 = -4
A-1=(1/ detA)·A*
a*11 a*21 a*31
A*= a*12 a*22 a*32
a*13 a*23 a*33

a*11 =(-1)2 ·4= 4 a*21 =(-1)3 ·(-2)= 2 a*31 =(-1)4 ·(-3)= -3
a*12 =(-1)3 ·8=-8 a*22 =(-1)4 ·(-6)= -6 a*32 =(-1)5 ·(-1)= 1
a*13 =(-1)4 ·0= 0 a*23 =(-1)5 ·(-2)= 2 a*33 =(-1)6 ·3= 3

4 2 -3
A*= -8 -6 1
0 2 3

4 2 -3
X = [1/(-4)] · (3 2 1) · -8 -6 1 = [1/(-4)]·(-4 -4 -4) = ( 1 1 1)
0 2 3
8. 2 0 1 1 2 3 2 0 1 1 2 3
X· 4 s 2 = 0 1 2 s∈ R ,notez A= 4 s 2 ,B= 0 1 2
1 1 1 -1 1 2 1 1 1 -1 1 2

X·A=B/·A-1⇒(X·A)·A-1=B·A-1⇒X·(A·A-1)=B ·A-1⇒X ·I2=B· A-1⇒X= B ·A-1
A-1=(1/ detA)·A*
detA = 2s+4-s-4=s
Cazul I s=0 ⇒ ∄ A-1
Cazul II s≠0⇒∃ A-1⇒ detA=s
A-1=(1/ detA)·A*
a*11 a*21 a*31
A*= a*12 a*22 a*32
a*13 a*23 a*33

a*11 =(-1)2 ·(s-2)= s-2
a*12 =(-1)3 ·2=-2
a*13 =(-1)4 ·(4-s)=4-s
a*21 =(-1)3 ·(-1)=1
a*22 =(-1)4 ·1= 1
a*23 =(-1)5 ·2=-2
a*31 =(-1)4 ·(-s)=-s
a*32 =(-1)5 ·0=0
a*33 =(-1)6 ·2s=2s

s-2 1 -s
A*= -2 1 0
4-s -2 2s

1 2 3 s-2 1 –s 6-2s -3 5s (6-2s)/s -3/s 5
X = 1 / s · 0 1 2 · -2 1 0 =1/s · 2-2s -3 4s = (2-2s)/s -3/s 4
-1 1 2 4-s -2 2s 8-3s -4 5s (8-3s)/s -4/s 5


9. 1 2 3 6 9 8 1 2 3 6 9 8
X· 2 3 4 = ,notez A= 2 3 4 ,B=
3 4 1 0 1 6 3 4 1 0 1 6

X·A=B/·A-1⇒(X·A)·A-1=B·A-1⇒X·(A·A-1)=B ·A-1⇒X ·I2=B· A-1⇒X= B ·A-1
detA = 3+24+24-27-16-4 = 4
A-1=(1/ detA)·A*
a*11 a*21 a*31
A*= a*12 a*22 a*32
a*13 a*23 a*33

a*11 =(-1)2 ·(-13)= -13
a*12 =(-1)3 ·(-10)=10
a*13 =(-1)4 ·(-1)= -1
a*21 =(-1)3 ·(-10)=10
a*22 =(-1)4 ·(-= -8
a*23 =(-1)5 ·(-2)= 2
a*31 =(-1)4 ·(-1)= -1
a*32 =(-1)5 ·(-2)=2
a*33 =(-1)6 ·(-1)= -1

-13 10 -1
A*= 10 -8 2
-1 2 -1

6 9 8 -13 10 -1 4 4 4 1 1 1
X = (1/4) · · 10 -8 2 = (1/-4)· =
0 1 6 -1 2 -1 4 4 -4 1 1 -1