Finding a basis of the null space and range of a transformation of polynomial spaces $T: P_2(mathbbR) to P_3(mathbbR)$
Clash Royale CLAN TAG#URR8PPP
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Let $P_n(mathbbR)$ be the collection of polynomials of degree less than or equal to $n$ with real coefficients and $Tcolon P_2(mathbbR) to P_3(mathbbR)$ be given by
$$
Tp(x) = int_0^x p(t),dt - frac12x^2p'(x)
$$
a) Find a basis for $operatornamenull(T)$.
b) Find a basis for $operatornamerange(T)$.
I got basis for $operatornamenull(T)$ as $x$ and range as $x,x^2$.
No idea if that's correct though.
The $p(t),dt$ part confuses me since $T$ is being applied to $p(x)$ are the coefficients in the polynomial the same?
Any help would be greatly appreciated, cheers.
polynomials vector-spaces linear-transformations
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up vote
0
down vote
favorite
Let $P_n(mathbbR)$ be the collection of polynomials of degree less than or equal to $n$ with real coefficients and $Tcolon P_2(mathbbR) to P_3(mathbbR)$ be given by
$$
Tp(x) = int_0^x p(t),dt - frac12x^2p'(x)
$$
a) Find a basis for $operatornamenull(T)$.
b) Find a basis for $operatornamerange(T)$.
I got basis for $operatornamenull(T)$ as $x$ and range as $x,x^2$.
No idea if that's correct though.
The $p(t),dt$ part confuses me since $T$ is being applied to $p(x)$ are the coefficients in the polynomial the same?
Any help would be greatly appreciated, cheers.
polynomials vector-spaces linear-transformations
add a comment |Â
up vote
0
down vote
favorite
up vote
0
down vote
favorite
Let $P_n(mathbbR)$ be the collection of polynomials of degree less than or equal to $n$ with real coefficients and $Tcolon P_2(mathbbR) to P_3(mathbbR)$ be given by
$$
Tp(x) = int_0^x p(t),dt - frac12x^2p'(x)
$$
a) Find a basis for $operatornamenull(T)$.
b) Find a basis for $operatornamerange(T)$.
I got basis for $operatornamenull(T)$ as $x$ and range as $x,x^2$.
No idea if that's correct though.
The $p(t),dt$ part confuses me since $T$ is being applied to $p(x)$ are the coefficients in the polynomial the same?
Any help would be greatly appreciated, cheers.
polynomials vector-spaces linear-transformations
Let $P_n(mathbbR)$ be the collection of polynomials of degree less than or equal to $n$ with real coefficients and $Tcolon P_2(mathbbR) to P_3(mathbbR)$ be given by
$$
Tp(x) = int_0^x p(t),dt - frac12x^2p'(x)
$$
a) Find a basis for $operatornamenull(T)$.
b) Find a basis for $operatornamerange(T)$.
I got basis for $operatornamenull(T)$ as $x$ and range as $x,x^2$.
No idea if that's correct though.
The $p(t),dt$ part confuses me since $T$ is being applied to $p(x)$ are the coefficients in the polynomial the same?
Any help would be greatly appreciated, cheers.
polynomials vector-spaces linear-transformations
edited Aug 25 at 10:33
egreg
166k1180187
166k1180187
asked Aug 25 at 9:13
Virtual mark
31
31
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2 Answers
2
active
oldest
votes
up vote
2
down vote
accepted
Let's check if $x$ is in the null space.
beginalign
T(x) &= int_0^x t , dt - frac12 x^2 \
&= fracx^22 - fracx^22 \
&=0
endalign
Let's check for the range,
beginalign
T(1) &= int_0^x 1 , dt - frac12x^2 (0) \
&= x
endalign
beginalign
T(x^2) &= int_0^x t^2 , dt - frac12x^2 (2x) \
&= fracx^33-x^3
endalign
Hence while your basis for the null space is correct, a basis for the range should be $ x, x^3$.
Note that $T$ is being applied to $p$, the quadratic polynomial. If $p(x)=x^2$, then $p(t)=t^2$.
thats great thanks heaps!
â Virtual mark
Aug 25 at 11:41
add a comment |Â
up vote
1
down vote
The simplest strategy, in my opinion, is working with matrices. The domain and codomain have natural bases, $1,x,x^2$ and $1,x,x^2,x^3$ respectively.
Let's compute the matrix of $T$ with respect to these bases.
beginalign
T(1)&=int_0^x 1,dt-frac12x^2cdot 0=x \[6px]
T(x)&=int_0^x t,dt-frac12x^2cdot 1=fracx^22-fracx^22=0 \[6px]
T(x^2)&=int_0^x t^2,dt-frac12x^2cdot 2x=fracx^33-x^3=-frac23x^3
endalign
Therefore the matrix we are looking for is
$$
A=beginbmatrix
0 & 0 & 0 \
1 & 0 & 0 \
0 & 0 & 0 \
0 & 0 & -2/3
endbmatrix
$$
This matrix has rank $2$ and the first and third columns are a basis for the column space. Therefore $T(1),T(x^2)=x,-frac23x^3$ is a basis for the range of $T$.
The null space of $A$ has dimension $1$ (by the rank nullity theorem) and we already know a nonzero vector in the null space, so a basis for the null space of $T$ is $x$.
add a comment |Â
2 Answers
2
active
oldest
votes
2 Answers
2
active
oldest
votes
active
oldest
votes
active
oldest
votes
up vote
2
down vote
accepted
Let's check if $x$ is in the null space.
beginalign
T(x) &= int_0^x t , dt - frac12 x^2 \
&= fracx^22 - fracx^22 \
&=0
endalign
Let's check for the range,
beginalign
T(1) &= int_0^x 1 , dt - frac12x^2 (0) \
&= x
endalign
beginalign
T(x^2) &= int_0^x t^2 , dt - frac12x^2 (2x) \
&= fracx^33-x^3
endalign
Hence while your basis for the null space is correct, a basis for the range should be $ x, x^3$.
Note that $T$ is being applied to $p$, the quadratic polynomial. If $p(x)=x^2$, then $p(t)=t^2$.
thats great thanks heaps!
â Virtual mark
Aug 25 at 11:41
add a comment |Â
up vote
2
down vote
accepted
Let's check if $x$ is in the null space.
beginalign
T(x) &= int_0^x t , dt - frac12 x^2 \
&= fracx^22 - fracx^22 \
&=0
endalign
Let's check for the range,
beginalign
T(1) &= int_0^x 1 , dt - frac12x^2 (0) \
&= x
endalign
beginalign
T(x^2) &= int_0^x t^2 , dt - frac12x^2 (2x) \
&= fracx^33-x^3
endalign
Hence while your basis for the null space is correct, a basis for the range should be $ x, x^3$.
Note that $T$ is being applied to $p$, the quadratic polynomial. If $p(x)=x^2$, then $p(t)=t^2$.
thats great thanks heaps!
â Virtual mark
Aug 25 at 11:41
add a comment |Â
up vote
2
down vote
accepted
up vote
2
down vote
accepted
Let's check if $x$ is in the null space.
beginalign
T(x) &= int_0^x t , dt - frac12 x^2 \
&= fracx^22 - fracx^22 \
&=0
endalign
Let's check for the range,
beginalign
T(1) &= int_0^x 1 , dt - frac12x^2 (0) \
&= x
endalign
beginalign
T(x^2) &= int_0^x t^2 , dt - frac12x^2 (2x) \
&= fracx^33-x^3
endalign
Hence while your basis for the null space is correct, a basis for the range should be $ x, x^3$.
Note that $T$ is being applied to $p$, the quadratic polynomial. If $p(x)=x^2$, then $p(t)=t^2$.
Let's check if $x$ is in the null space.
beginalign
T(x) &= int_0^x t , dt - frac12 x^2 \
&= fracx^22 - fracx^22 \
&=0
endalign
Let's check for the range,
beginalign
T(1) &= int_0^x 1 , dt - frac12x^2 (0) \
&= x
endalign
beginalign
T(x^2) &= int_0^x t^2 , dt - frac12x^2 (2x) \
&= fracx^33-x^3
endalign
Hence while your basis for the null space is correct, a basis for the range should be $ x, x^3$.
Note that $T$ is being applied to $p$, the quadratic polynomial. If $p(x)=x^2$, then $p(t)=t^2$.
edited Aug 25 at 9:41
answered Aug 25 at 9:25
Siong Thye Goh
80.6k1453102
80.6k1453102
thats great thanks heaps!
â Virtual mark
Aug 25 at 11:41
add a comment |Â
thats great thanks heaps!
â Virtual mark
Aug 25 at 11:41
thats great thanks heaps!
â Virtual mark
Aug 25 at 11:41
thats great thanks heaps!
â Virtual mark
Aug 25 at 11:41
add a comment |Â
up vote
1
down vote
The simplest strategy, in my opinion, is working with matrices. The domain and codomain have natural bases, $1,x,x^2$ and $1,x,x^2,x^3$ respectively.
Let's compute the matrix of $T$ with respect to these bases.
beginalign
T(1)&=int_0^x 1,dt-frac12x^2cdot 0=x \[6px]
T(x)&=int_0^x t,dt-frac12x^2cdot 1=fracx^22-fracx^22=0 \[6px]
T(x^2)&=int_0^x t^2,dt-frac12x^2cdot 2x=fracx^33-x^3=-frac23x^3
endalign
Therefore the matrix we are looking for is
$$
A=beginbmatrix
0 & 0 & 0 \
1 & 0 & 0 \
0 & 0 & 0 \
0 & 0 & -2/3
endbmatrix
$$
This matrix has rank $2$ and the first and third columns are a basis for the column space. Therefore $T(1),T(x^2)=x,-frac23x^3$ is a basis for the range of $T$.
The null space of $A$ has dimension $1$ (by the rank nullity theorem) and we already know a nonzero vector in the null space, so a basis for the null space of $T$ is $x$.
add a comment |Â
up vote
1
down vote
The simplest strategy, in my opinion, is working with matrices. The domain and codomain have natural bases, $1,x,x^2$ and $1,x,x^2,x^3$ respectively.
Let's compute the matrix of $T$ with respect to these bases.
beginalign
T(1)&=int_0^x 1,dt-frac12x^2cdot 0=x \[6px]
T(x)&=int_0^x t,dt-frac12x^2cdot 1=fracx^22-fracx^22=0 \[6px]
T(x^2)&=int_0^x t^2,dt-frac12x^2cdot 2x=fracx^33-x^3=-frac23x^3
endalign
Therefore the matrix we are looking for is
$$
A=beginbmatrix
0 & 0 & 0 \
1 & 0 & 0 \
0 & 0 & 0 \
0 & 0 & -2/3
endbmatrix
$$
This matrix has rank $2$ and the first and third columns are a basis for the column space. Therefore $T(1),T(x^2)=x,-frac23x^3$ is a basis for the range of $T$.
The null space of $A$ has dimension $1$ (by the rank nullity theorem) and we already know a nonzero vector in the null space, so a basis for the null space of $T$ is $x$.
add a comment |Â
up vote
1
down vote
up vote
1
down vote
The simplest strategy, in my opinion, is working with matrices. The domain and codomain have natural bases, $1,x,x^2$ and $1,x,x^2,x^3$ respectively.
Let's compute the matrix of $T$ with respect to these bases.
beginalign
T(1)&=int_0^x 1,dt-frac12x^2cdot 0=x \[6px]
T(x)&=int_0^x t,dt-frac12x^2cdot 1=fracx^22-fracx^22=0 \[6px]
T(x^2)&=int_0^x t^2,dt-frac12x^2cdot 2x=fracx^33-x^3=-frac23x^3
endalign
Therefore the matrix we are looking for is
$$
A=beginbmatrix
0 & 0 & 0 \
1 & 0 & 0 \
0 & 0 & 0 \
0 & 0 & -2/3
endbmatrix
$$
This matrix has rank $2$ and the first and third columns are a basis for the column space. Therefore $T(1),T(x^2)=x,-frac23x^3$ is a basis for the range of $T$.
The null space of $A$ has dimension $1$ (by the rank nullity theorem) and we already know a nonzero vector in the null space, so a basis for the null space of $T$ is $x$.
The simplest strategy, in my opinion, is working with matrices. The domain and codomain have natural bases, $1,x,x^2$ and $1,x,x^2,x^3$ respectively.
Let's compute the matrix of $T$ with respect to these bases.
beginalign
T(1)&=int_0^x 1,dt-frac12x^2cdot 0=x \[6px]
T(x)&=int_0^x t,dt-frac12x^2cdot 1=fracx^22-fracx^22=0 \[6px]
T(x^2)&=int_0^x t^2,dt-frac12x^2cdot 2x=fracx^33-x^3=-frac23x^3
endalign
Therefore the matrix we are looking for is
$$
A=beginbmatrix
0 & 0 & 0 \
1 & 0 & 0 \
0 & 0 & 0 \
0 & 0 & -2/3
endbmatrix
$$
This matrix has rank $2$ and the first and third columns are a basis for the column space. Therefore $T(1),T(x^2)=x,-frac23x^3$ is a basis for the range of $T$.
The null space of $A$ has dimension $1$ (by the rank nullity theorem) and we already know a nonzero vector in the null space, so a basis for the null space of $T$ is $x$.
answered Aug 25 at 10:41
egreg
166k1180187
166k1180187
add a comment |Â
add a comment |Â
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