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Group
Example
Theorem
Finite Dimensional V.S
Linear dependence & independence
Topic
Group
A non_empty set G is called group under binary operator
* if it hold the following conditions.
1)G obay Closure law.
∀𝑎, 𝑏 ∈ 𝐺
a*b∈G
2)G obay Associative law.
∀𝑎, 𝑏, 𝑐 ∈ 𝐺
a*(b*c)=(a*b)*c
Group
3) G contain an identity elements.
∀𝒂 ∈ 𝑮 & then their exist 𝒆 ∈ 𝑮
a*e=e*a=a
4) G contain inverse of each of its elements.
𝑎 ∈ 𝐺 then a-1∈ 𝐺
a*a-1=e
Examples
Note:-
set of real no. (R,+)
set of integer n0. (z,+)
Set of rational no. (Q,+)
Q:- Show that G={1,-1,I,-i} is an abelian group under ‘X’.
Solution:-
Q.Example
X 1 -1 i -i
1 1 -1 i -i
-1 -1 1 -i i
i i -i -1 1
-i -i i 1 -1
Q.Example
1) In table Closure law hold.
2) In table Associative law hold.
-1*(1*i) = (-1*1)*i
-1*(i) = (-1)*(i)
-i = -i
3) In table 1 is multiplication identity.
4) In table inverse of each elements exist.
(1)-1 =1 (-1)-1 = -1
(i) -1 =-i (-i)-1 =i
5) The table is Symmetric along diagonal so G is an
abelian group.
Q.Example
Theorem
If S , T are subset of V. Then SCT <S> c <T>
Proof
Let x ∈<S>
Then x=𝜶 𝟏 𝒗 𝟏 + 𝜶 𝟐 𝒗 𝟐 + … … … … 𝜶 𝒎 𝒗 𝒎
with 𝒗𝒊′s∈S 𝜶 𝟏 ,s∈F
Since
SCT & 𝒗𝐢 ′s∈S
𝒗𝒊′s∈T
x=𝜶 𝟏 𝒗 𝟏 + 𝜶 𝟐 𝒗 𝟐 + … … … … 𝜶 𝒎 𝒗 𝒎 ∈<T>
Or
x ∈<T>
<S> ∈<T>
Muntha
Finite Dimensional V.S
A Vector space is said to be Finite Dimensional Vector
Space.
if we can find the finite set S such that
<S> = V
Spanning set Vector space
Let v be a vector space over field F. Then the vectors
x1,x2,x3,………………..,xn ∈ 𝑽 are said to be dependent
over F . if we can scalars 𝜶1, 𝜶2,……………, 𝜶n ∈F.
Such that not all Scalar are zero.
𝜶 𝟏x1 +𝜶 𝟐x2 + … … … … … . 𝜶nxn = 0
Linear Dependence
Linear Independence
Let v be a vector space over field F. Then the vectors
x1,x2,x3,………………..,xn ∈ 𝑽 are said to be independent over F .
if we can scalars 𝜶1, 𝜶2,……………, 𝜶n ∈F.Such that all Scalar are
zero.
𝜶 𝟏x1 +𝜶 𝟐x2 + … … … … … . 𝜶nxn = 0
𝜶 𝟏=0 , 𝜶 𝟐=0 , 𝜶 𝟑=0,________, 𝜶n =0
Theorem
Let U and w be a subspace of a vector space V over field F . The U∩W is also a
subspace of V.
PROOF
Let
𝜶 , 𝜷 ∈ F & x , y ∈ U ∩ W
Then
x , y ∈ U & x , y ∈W
since
U&W are subspace of V.
There for
𝜶x + 𝜷y ∈U & 𝜶x + 𝜷y ∈W
𝜶x + 𝜷y ∈U ∩ W
Hence U ∩ W is a subspace of V.

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Linear algebra

  • 1. Group Example Theorem Finite Dimensional V.S Linear dependence & independence Topic
  • 2. Group A non_empty set G is called group under binary operator * if it hold the following conditions. 1)G obay Closure law. ∀𝑎, 𝑏 ∈ 𝐺 a*b∈G 2)G obay Associative law. ∀𝑎, 𝑏, 𝑐 ∈ 𝐺 a*(b*c)=(a*b)*c
  • 3. Group 3) G contain an identity elements. ∀𝒂 ∈ 𝑮 & then their exist 𝒆 ∈ 𝑮 a*e=e*a=a 4) G contain inverse of each of its elements. 𝑎 ∈ 𝐺 then a-1∈ 𝐺 a*a-1=e
  • 4. Examples Note:- set of real no. (R,+) set of integer n0. (z,+) Set of rational no. (Q,+)
  • 5. Q:- Show that G={1,-1,I,-i} is an abelian group under ‘X’. Solution:- Q.Example X 1 -1 i -i 1 1 -1 i -i -1 -1 1 -i i i i -i -1 1 -i -i i 1 -1
  • 6. Q.Example 1) In table Closure law hold. 2) In table Associative law hold. -1*(1*i) = (-1*1)*i -1*(i) = (-1)*(i) -i = -i 3) In table 1 is multiplication identity. 4) In table inverse of each elements exist. (1)-1 =1 (-1)-1 = -1 (i) -1 =-i (-i)-1 =i
  • 7. 5) The table is Symmetric along diagonal so G is an abelian group. Q.Example
  • 8. Theorem If S , T are subset of V. Then SCT <S> c <T> Proof Let x ∈<S> Then x=𝜶 𝟏 𝒗 𝟏 + 𝜶 𝟐 𝒗 𝟐 + … … … … 𝜶 𝒎 𝒗 𝒎 with 𝒗𝒊′s∈S 𝜶 𝟏 ,s∈F Since SCT & 𝒗𝐢 ′s∈S 𝒗𝒊′s∈T x=𝜶 𝟏 𝒗 𝟏 + 𝜶 𝟐 𝒗 𝟐 + … … … … 𝜶 𝒎 𝒗 𝒎 ∈<T> Or x ∈<T> <S> ∈<T>
  • 10. Finite Dimensional V.S A Vector space is said to be Finite Dimensional Vector Space. if we can find the finite set S such that <S> = V Spanning set Vector space
  • 11. Let v be a vector space over field F. Then the vectors x1,x2,x3,………………..,xn ∈ 𝑽 are said to be dependent over F . if we can scalars 𝜶1, 𝜶2,……………, 𝜶n ∈F. Such that not all Scalar are zero. 𝜶 𝟏x1 +𝜶 𝟐x2 + … … … … … . 𝜶nxn = 0 Linear Dependence
  • 12. Linear Independence Let v be a vector space over field F. Then the vectors x1,x2,x3,………………..,xn ∈ 𝑽 are said to be independent over F . if we can scalars 𝜶1, 𝜶2,……………, 𝜶n ∈F.Such that all Scalar are zero. 𝜶 𝟏x1 +𝜶 𝟐x2 + … … … … … . 𝜶nxn = 0 𝜶 𝟏=0 , 𝜶 𝟐=0 , 𝜶 𝟑=0,________, 𝜶n =0
  • 13. Theorem Let U and w be a subspace of a vector space V over field F . The U∩W is also a subspace of V. PROOF Let 𝜶 , 𝜷 ∈ F & x , y ∈ U ∩ W Then x , y ∈ U & x , y ∈W since U&W are subspace of V. There for 𝜶x + 𝜷y ∈U & 𝜶x + 𝜷y ∈W 𝜶x + 𝜷y ∈U ∩ W Hence U ∩ W is a subspace of V.