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Find the transformation is linear and determine whether the transformation is an isomorphism.

Short Answer

Expert verified

The solution T is a liner transformation also kernel exist and image does not exist and not an isomorphism.

Step by step solution

01

Explanation of the solution

Let us define the sets P and V as follows.

P=f(x)=anxn+a1x+...|n∈N0V=x0,x1,X2.x3,...|xi∈Ri,i∈N0

Now, let us define the transformation as follows.

T:P→Vwith Tf(x)=f(0),f(1),f(2),.....

Letf(x)=anxn+...+a1x+a0 be an arbitrary polynomial from the P.

Now, determine the derivative at point zero as follows.

f(0)=a0f(1)=a0+a1+a2+...+anf(2)=a0+2a1+...+2nanf3=a0+3a1+...+3nanâ‹®fn=a0+na1+...+nnanâ‹®

From the derivative conclude that the transformation can be defined in another way as follows.

role="math" localid="1659932511053" T(f(x))=a0,∑k=0nak,∑k=0n2kak,...∑k=0nnkak,...for an arbitrary polynomial as follows.

f(x)=anxn+...+a1x+a0.

02

Definition of the linear transformation

Consider two linear spaces V and W. A function is said to be linear transformation if the following holds.

T(f+g)=T(f)+T(g)T(kf)=kT(f)

For all elements f,g of V and k is scalar.

A linear transformation T:V→Wis said to be an isomorphism if and only if ker(T)={0}and im(T)=Wor dim(V)=dim(W).

03

Explanation of the solution

To check the first condition as follows.

Consider an arbitrary polynomial f(0) and g(0) from and as follows.

T(f(x)+g(x))=f0+g(0),f0+g(1),...,fn+g(n),...=f0,f(1),...,fn,...+g0,g(1),g(n),...T(f(x)+g(x))=T(f(x))+T(g(x))

Now, to check the second condition as follows.

Letα be an arbitrary scalar, and f(x)∈P.

role="math" localid="1659931898993" Tα´Úx=α´Ú0,α´Ú(1),...,α´Ú(n),...=αf(0),f(0),...,f(n),0,...Tα´Úx=α°Õf(x)

Thus, T is a linear transformation.

04

Properties of isomorphism

A linear transformation T:V→Wis isomorphism if and only if ker(t)={0}andIm(t)=W

Now, check if ker(t)={0}.

The domain is the space of all polynomials P and hence the zero in the domain will be zero polynomial as follows.

px=0×xn+…+0×x+0px=0

And the codomain is the space of all sequences V and hence the zero will be localid="1659933798650" 0,0,0,….

The kernel as follows.

ker(T)=x∈P2|Tx=0,0,0,...

Letf(x)=anxn+...+a1x+a0be an arbitrary polynomial from

The next equation as follows.

T(f(x))=0,0,0,...f(0),f(1),...fn(n),0..=(0,0,0,...)a0,∑k=0nak,∑k=0n2kak,...∑k=0nnkak,...=(0,0,0,...)

The last equation of the transformation is different.

Now, the two vectors are equal only and only if their coordinates are the same as follows.

(x,y)=(z,y)⇔x=z∶Äy=t

Hence it must be as follows.

∑k=0nnkak=0,∶Än∈N0∶Äk∈0,1,2,...,n.

The conclusion is that it form a system of equations as follows.

a0=0a0+a1+...+an=0a0+2a1+...+2nan=0â‹®a0+na1+...+nnan=0â‹®

The solution of the last system must be only trivial and hence as follows.

ak=0,∶Äk∈0,1,2,...,n.

This implies that as follows.

kerT=0·xn+…+0·x+0ker(T)=0.

05

Properties of isomorphism

A linear transformation T:V→Wis isomorphism if and only if ker(t)={0}andIm(t)=W

Now, let us define the image of the transformation.

Letf(x)=anxn+...+a1x+a0 be an arbitrary polynomial from the P.

Then T(f(x))=a0,∑k=0nak,∑k=0n2kak,...∑k=0nnkak,....

From the last it seems that one element are in image of the transformation.

Let(k,0,0,…),k∈R is an element from the space and there is no polynomial f(x) and P so thatrole="math" localid="1659932426790" T(f(x))=(k,0,0,…) holds, which implies that as follows.

lm(T)≠V.

Since, lm(T)≠V.

Therefore, T is not an isomorphism.

Thus, T is a linear transformation also ker(T)={0},lm(T)≠V and T is not an isomorphism.

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