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a.Find the change of basis matrix S from the basis B considered in Exercise 6 to the standard basis U of U22considered in Exercise 5.

b.Verify the formula SB=AS for the matrices B and A you found in Exercises 6 and 5,respectively.

c.Find the change of basis matrix from U to B

Short Answer

Expert verified

a.The solution isSBU=(100011001)

b. Verified

c.The solution isS1UB=(100011001)

Step by step solution

01

Step 1:Definition for the B matrix of transformation T

Consider a linear transformation T from V to V,where V is an n-dimensional linear space .Let B be a basis of V.

Consider the linear transformationLBTLB1fromRntoRnwith standard matrix B

Which impliesBx=LB[T(LB1(x))]鈭赌x鈥夆赌in鈥夆赌Rn

This matrix B is called the B matrix of transformation T.

02

Step 2:Definition for the change of basis matrix of transformation

Consider two bases U and B of an n-dimensional linear space V.

Consider, the linear transformation LULB1fromRn toRnwith standard matrix S,meaning thatSx=LU[LB1(x)]鈥夆赌鈭赌鈥夆赌夆x鈥夆赌in鈥夆赌Rn

This invertible matrix S is called the change of basis matrix from B to U,sometimes denoted by SBU.

03

(a) Solution for the change of matrix S 

Consider the bases as B and U as follows

B=[1鈥夆赌夆夆赌夆0鈥夆赌夆夆赌00鈥夆赌夆夆赌夆1鈥夆赌夆夆赌夆20鈥夆赌夆夆赌夆0鈥夆赌夆夆赌3]U=[1鈥夆赌夆夆赌夆0鈥夆赌夆夆赌00鈥夆赌夆夆赌夆1鈥夆赌夆夆赌夆20鈥夆赌夆夆赌夆0鈥夆赌夆夆赌3]

Now by inspection we find out the change of matrix from B to U

SBU=[ab+cc]SBU=(100011001)

Hence the solution.

04

(b) Solution for the SB=AS 

Consider the matrix as follows

B=[1鈥夆赌夆夆赌夆0鈥夆赌夆夆赌00鈥夆赌夆夆赌夆1鈥夆赌夆夆赌夆20鈥夆赌夆夆赌夆0鈥夆赌夆夆赌3]A=[1鈥夆赌夆夆赌夆0鈥夆赌夆夆赌00鈥夆赌夆夆赌夆1鈥夆赌夆夆赌夆20鈥夆赌夆夆赌夆0鈥夆赌夆夆赌3]

Here both the A and B matrix is same.

S=(100011001)

SB=(100011001)[1鈥夆赌夆夆赌夆0鈥夆赌夆夆赌00鈥夆赌夆夆赌夆1鈥夆赌夆夆赌夆20鈥夆赌夆夆赌夆0鈥夆赌夆夆赌3]SB=(100015003)

Similarly, AS becomes as follows

AS=[1鈥夆赌夆夆赌夆0鈥夆赌夆夆赌00鈥夆赌夆夆赌夆1鈥夆赌夆夆赌夆20鈥夆赌夆夆赌夆0鈥夆赌夆夆赌3](100011001)AS=(100015003)

Hence the proof

05

(c) Solution for the change of matrix from U to B

Consider the bases as B and U as follows

B=[1鈥夆赌夆夆赌夆0鈥夆赌夆夆赌00鈥夆赌夆夆赌夆1鈥夆赌夆夆赌夆20鈥夆赌夆夆赌夆0鈥夆赌夆夆赌3]U=[1鈥夆赌夆夆赌夆0鈥夆赌夆夆赌00鈥夆赌夆夆赌夆1鈥夆赌夆夆赌夆20鈥夆赌夆夆赌夆0鈥夆赌夆夆赌3]

Now by inspection we find out the change of matrix from U to B

S1UB=[abcc]S1UB=(100011001)

Hence the solution.

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