Can you find a basis without deg. 2 polynomials?

In summary, the conversation discusses finding a basis for the vector space ℝ[x]<4 that does not contain any polynomials of degree 2. The solution is to use the set {1,x,x^3+x^2,x^3}, which is linearly independent and spans the vector space. Other possible bases are also suggested, such as using interpolation polynomials or transforming one valid basis into another using a matrix with constant coefficients. However, it is important to note that the set {1,x,x^3+x^2,x^3+x^2} is not a valid basis as it is linearly dependent.
  • #1
tamintl
74
0

Homework Statement


Can you find a basis {p1, p2, p3, p4} for the vector space ℝ[x]<4 s.t. there does NOT exist any polynomials pi of degree 2? Justify fully.

Homework Equations


The Attempt at a Solution


We know a basis must be linearly independant and must span ℝ[x]<4. So intuitively if there are no polynomials of degree 2 we cannot span V. It just isn't possible.

I'm just struggling to justify it rigorously.

Many thanks - I appreciate the time and help.
 
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  • #2
Yes. Try [itex]\{1,x,x^3+x^2,x^3\}[/itex].
 
  • #3
ppham27 said:
Yes. Try [itex]\{1,x,x^3+x^2,x^3\}[/itex].

Nice. Can't believe I didn't see that. It is clearly linearly independant. Is it enough to say that since [itex]\{1,x,x^3+x^2,x^3\}[/itex] is a linear combination of pi that it will span the vector space?

Thanks
 
  • #4
tamintl said:
Nice. Can't believe I didn't see that. It is clearly linearly independant. Is it enough to say that since [itex]\{1,x,x^3+x^2,x^3\}[/itex] is a linear combination of pi that it will span the vector space?

Thanks
Consider {1,x,ax3+bx2,cx3+dx2}. That's obviously a linear combination of {1,x,x2,x3}. What happens if ad=bc?
 
  • #5
Another simple choice for a basis is, for 4 different constants a,b,c,d to look at

(x-b)(x-c)(x-d), (x-a)(x-c)(x-d), (x-a)(x-b)(x-d), (x-a)(x-b)(x-c)

These polynomials are closely related to those we typically call Lagrange interpolation polynomials.
 
  • #6
D H said:
Consider {1,x,ax3+bx2,cx3+dx2}. That's obviously a linear combination of {1,x,x2,x3}. What happens if ad=bc?
If ad=bc, then we have linear independance, thus a basis.
 
  • #7
Try that again. Consider a=b=c=d=1 as a simple example of ad=bc. Do you really think that {1,x,x3+x2,x3+x2} is a basis?
 
  • #8
To transform one valid basis to another valid basis, think of each function in the base as a vector component. Say we've got n basis functions.
Now, we may transform that n-vector into another n-vector by having it multiplied with an n*n matrix with constant coefficients.

What do you think will be a condition under which the new vector of function components will necessarily be a linear independent set of functions?
 
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  • #9
D H said:
Try that again. Consider a=b=c=d=1 as a simple example of ad=bc. Do you really think that {1,x,x3+x2,x3+x2} is a basis?

ok - taking a=b=c=d=1. our basis would be:{1,x,x3+x2}

I am not sure where this is going? the question asked for a basis consisting of 4 vectors.

Would an alternative method to show that we have a basis be the following:

Take {1,x,x3+x2,x3} which is linear independant.

Now we have e1, e2, e3={x3+x2}-{x3}, e4 and so we have the standard basis. It follows that since the span contains the standard basis, it contains all of ℝ[x]<4.
 
  • #10
tamintl said:
ok - taking a=b=c=d=1. our basis would be:{1,x,x3+x2}

I am not sure where this is going? the question asked for a basis consisting of 4 vectors.
.
Incorrect.
DH's set is {1,x,x3+x2, x3+x2}
That set is a linearly dependent set.
 

FAQ: Can you find a basis without deg. 2 polynomials?

What is a basis without deg. 2 polynomials?

A basis without deg. 2 polynomials refers to a set of vectors or functions that can be used to span a vector space without the inclusion of any quadratic polynomials. This means that the basis will only consist of linear and constant terms.

Why would you want to find a basis without deg. 2 polynomials?

Finding a basis without deg. 2 polynomials can be useful in certain mathematical calculations and applications. For example, in linear algebra, it can simplify the process of solving systems of equations or finding eigenvalues and eigenvectors.

Is it always possible to find a basis without deg. 2 polynomials?

No, it is not always possible to find a basis without deg. 2 polynomials for a given vector space. It depends on the specific characteristics and properties of the vector space. In some cases, it may not be possible to find such a basis.

How do you determine if a basis without deg. 2 polynomials exists?

To determine if a basis without deg. 2 polynomials exists, you can use the concept of linear independence. If the set of vectors or functions that you are considering as a potential basis are linearly independent, then a basis without deg. 2 polynomials can be found.

Can a basis without deg. 2 polynomials still contain quadratic terms?

No, a basis without deg. 2 polynomials should not contain any quadratic terms. If it does, then it is not a valid basis without deg. 2 polynomials. However, it can contain higher degree polynomials as long as they are not quadratic.

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