Linear Algebra: Proving Basis of P2 and R3 Through Scalar Multipliers

In summary, to show that the set {a + bx + cx^2, a_{1} + b_{1} x + c_{1} x^2, a_{2} + b_{2} x + c_{2} x^2} is a basis of P2 if and only if the set {(a,b,c) , (a1,b1,c1) , (a2,b2,c2)} is a basis of R3, it must be shown that the P2 vectors are independent if and only if the R3 vectors are independent. To show this, it is necessary to express the independence of the P2 vectors as a linear combination, and then translate this into R3. To
  • #1
stunner5000pt
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4
Show taht [itex] {a + bx + cx^2, a_{1} + b_{1} x + c_{1} x^2, a_{2} + b_{2} x + c_{2} x^2} [/itex] is a basis of P2 iff {(a,b,c) , (a1,b1,c1) , (a2,b2,c2)} is a basis of R3

suppose [itex] {a + bx + cx^2, a_{1} + b_{1} x + c_{1} x^2, a_{2} + b_{2} x + c_{2} x^2} [/itex] is a basis of P2 then
a linear combination of those three vectors would require all teh scalar multipliers to be zeros

but I am not sure where to go from there... do i have to somehow write he basis of P2 as a basis of R3??

DOes the same apply for the only if part?

Determien whether the transformation has an iverse and if so then find the action of its inverse

T; R4 - > R4
T(x,y,z,t) = (x+y,y+z,z+t,t+x)

Both the preimage and the image have the same dimension i have to show that either t is onto or one to one

how owuld i show it is onto? Or one to one?? Do i simply line up x1s and y1s and see if they are equal if the image of them is equal??
 
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  • #2
For the first one, you just have to express yourself more clearly. You want to show that the P2 vectors are independent iff the R3 vectors are independent. If the P2 vectors (call them v1, v2, v3) are independent, then there is no combination av1 + bv2 + cv3 = 0 unless a, b, c = 0. How do you translate that into R3?

For the second one a good idea is to find the matrix of the transformation and see if it's invertible.
 
  • #3
ok for the first one... so since those three vectors are independant, then v1,v2,v3 form a basis for R3 don't they?


how do i find the matrix of a transform?? I m not use how to do this since it is not givne in the text
 
  • #4
No, if v1 v2 and v3 as I defined them are independent, they form a basis for P2. What you need to show (half of what you need to show) is that if v1, v2, and v3 are independent, then the corresponding vectors in R3 are independent.

To find the matrix of T, write (x, y, z, t) as a column vector to the right of the matrix. You know that T is from R4 to R4 so what will be the dimensions of the matrix? Now, you know that the first coordinate of the product will be x + y. Think about how the first coordinate in the product is formed. How can you adjust the matrix so that the first coordinate is x + y? Here's a hint: every entry in the matrix will be either a 0 or a 1.
 

FAQ: Linear Algebra: Proving Basis of P2 and R3 Through Scalar Multipliers

What is linear algebra?

Linear algebra is a branch of mathematics that deals with the study of linear equations and their representations in vector spaces. It involves the use of matrices, vectors, and linear transformations to solve problems related to systems of linear equations, geometric transformations, and data analysis.

How is the basis of P2 and R3 proved through scalar multipliers?

The basis of P2 (the set of all polynomials of degree 2 or less) and R3 (the set of all 3-dimensional vectors) can be proved through scalar multipliers by showing that every element in these spaces can be expressed as a linear combination of a specific set of vectors (the basis). This involves multiplying each vector in the basis by a scalar and adding them together to get the original vector.

Why is proving the basis of P2 and R3 important?

Proving the basis of P2 and R3 is important because it allows us to understand the structure and properties of these vector spaces. It also helps us to solve problems related to linear transformations, change of basis, and geometric transformations.

What are scalar multipliers?

Scalar multipliers are numbers that are used to scale or stretch a vector in a vector space. They are usually represented by Greek letters, such as α (alpha) or λ (lambda), and can be positive, negative, or zero.

Can scalar multipliers affect the basis of P2 and R3?

Yes, scalar multipliers can affect the basis of P2 and R3. If a scalar multiplier is equal to zero, it means that the vector it is multiplying is no longer part of the basis. On the other hand, if a scalar multiplier is non-zero, it can be used to create new linearly independent vectors that could potentially be added to the basis.

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