First we have to show that ,T : R 3 → R 3 T:R^3 \rightarrow R^3 T : R 3 → R 3
Define by T ( x , y , z ) = ( − x , x − y , 3 x + 2 y + z ) T(x,y,z)=(-x,x-y,3x+2y+z) T ( x , y , z ) = ( − x , x − y , 3 x + 2 y + z ) is a linear operator.
Let ( x , y , z ) , ( x ′ , y ′ , z ′ ) ∈ R 3 (x,y,z),(x',y',z') \in R^3 ( x , y , z ) , ( x ′ , y ′ , z ′ ) ∈ R 3 and a , b ∈ R a,b \in R a , b ∈ R
Where R R R is the underlying field.
Now ,T { a ( x , y , z ) + b ( x ′ , y ′ , z ′ ) } = T\{ a(x,y,z)+b(x',y',z') \}= T { a ( x , y , z ) + b ( x ′ , y ′ , z ′ )} = T { ( a x , a y , a z ) + ( b x ′ , b y ′ , b z ′ ) } = T\{ (ax,ay,az)+(bx',by',bz') \}= T {( a x , a y , a z ) + ( b x ′ , b y ′ , b z ′ )} =
T T T = { ( a x + b x ′ , a y + b y ′ , a z + b z ′ ) } =\{ (ax+bx',ay+by',az+bz') \} = {( a x + b x ′ , a y + b y ′ , a z + b z ′ )}
= ( − a x − b x , a x − a y + b x ′ − b y ′ , 3 a x + 2 a y + a z + 3 b x ′ + 2 b y ′ + b z ′ ) =( - ax-bx,ax-ay+bx'-by',3ax+2ay+az+3bx'+2by'+bz') = ( − a x − b x , a x − a y + b x ′ − b y ′ , 3 a x + 2 a y + a z + 3 b x ′ + 2 b y ′ + b z ′ )
= ( − a x , a x − a y , 3 a x + 2 a y + a z ) =(-ax,ax-ay,3ax+2ay+az) = ( − a x , a x − a y , 3 a x + 2 a y + a z ) +( − b x ′ , b x ′ − b y ′ , 3 b x ′ + 2 b y ′ + b z ′ ) (-bx',bx'-by',3bx'+2by'+bz') ( − b x ′ , b x ′ − b y ′ , 3 b x ′ + 2 b y ′ + b z ′ )
= a ( − x , x − y , 3 x + 2 y + z ) + b ( − x ′ , x ′ − y ′ , 3 x ′ + 2 y ′ + z ′ ) =a(-x,x-y,3x+2y+z)+b(-x',x'-y',3x'+2y'+z') = a ( − x , x − y , 3 x + 2 y + z ) + b ( − x ′ , x ′ − y ′ , 3 x ′ + 2 y ′ + z ′ )
= a T ( x , y , z ) + b T ( x ′ , y ′ , z ′ ) =aT(x,y,z)+bT(x',y',z') = a T ( x , y , z ) + b T ( x ′ , y ′ , z ′ )
Hence T T T is a linear transformation.
Now, the matrix representation of T T T with respect to the usual basis
{ ( 1 , 0 , 0 ) , ( 0 , 1 , 0 ) , ( 0 , 0 , 1 ) } \{ (1,0,0),(0,1,0),(0,0,1) \} {( 1 , 0 , 0 ) , ( 0 , 1 , 0 ) , ( 0 , 0 , 1 )} is the following:
( − 1 0 0 1 − 1 0 3 2 1 ) \begin{pmatrix}
-1&0&0\\
1&-1&0\\
3&2&1
\end{pmatrix} ⎝ ⎛ − 1 1 3 0 − 1 2 0 0 1 ⎠ ⎞
Since it is a Lower triangular matrix ,its eigen values are − 1 , − 1 , a n d 1 -1,-1,\, and \, 1 − 1 , − 1 , an d 1 .
So its characteristics polynomial is ( x + 1 ) 2 ( x − 1 ) (x+1)^2(x-1) ( x + 1 ) 2 ( x − 1 ) .
Again by Cayley Hamilton theorem ,
every square matrix satisfies its characteristic polynomial.
Therefore T T T satisfies ( x − 1 ) ( x + 1 ) 2 (x-1)(x+1)^2 ( x − 1 ) ( x + 1 ) 2 .
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