Subspace of P4: Polynomials of Even Degree

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In summary, the conversation discusses whether a set of polynomials of even degree is a subspace of P_{4}. The definition of P_{4} is given and the attempt at a solution involves verifying if the set satisfies the properties of a subspace. However, it is concluded that this set is not a subspace of P_{4} due to the inclusion of the 0 vector and the possibility of obtaining a polynomial of degree other than 2 through scalar multiplication and vector addition.
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Homework Statement



Determine whether the following is a subspace of [tex]P_{4}_[/tex]

(a) The set of polynomials in [tex]P_{4}[/tex] of even degree.

Homework Equations



[tex]P_{4} = ax^{3}+bx^{2}+cx+d[/tex]

The Attempt at a Solution



[tex](p+q(x)) = p(x) + q(x)[/tex]
[tex](\alpha p)(x) = p(\alpha x)[/tex]

If p and q are both of degree 2 then both scalar multiplication and vector addition should return a polynomial of degree 2 as far as I can tell, however my book states that this is not a subspace of [tex]P_{4}[/tex]. I can't tell why it wouldn't be.
 
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The set of "polynomials of degree 2" are specifically those of the form ax2+ bx+ c with a non-zero. In particular, that does not include the 0 vector. Further, if p1(x)= x2+ 2x+ 1 and p2(x)= -ax2+ 3x+ 1, thenthe sum is NOT a "polynomial of degree 2". The polynomials in P4 that are of even degree are either of degree 2 or degree 0. In any case, the example I just gave answers your question.
 

1. What is a subspace of P4 problem?

A subspace of P4 problem is a mathematical problem that involves finding a subspace of the vector space P4, which consists of all polynomials of degree 4 or less. This problem requires determining whether a given set of vectors in P4 satisfies the three conditions of a subspace: closure under addition, closure under scalar multiplication, and containing the zero vector.

2. How do you determine if a set of vectors is a subspace of P4?

To determine if a set of vectors is a subspace of P4, you need to check if the three conditions of a subspace are satisfied. First, add any two vectors in the set and see if the result is also in the set. Then, multiply any vector in the set by a scalar and check if the result is in the set. Finally, see if the zero vector (a polynomial with all coefficients equal to zero) is included in the set. If all three conditions are met, then the set is a subspace of P4.

3. What is the dimension of a subspace of P4?

The dimension of a subspace of P4 is the number of vectors in a basis for the subspace. Since P4 is a vector space with 5 dimensions (one for each coefficient in a polynomial of degree 4 or less), a subspace of P4 can have a dimension of 0, 1, 2, 3, 4, or 5. The dimension can be determined by finding a basis for the subspace and counting the number of vectors in the basis.

4. How do you find a basis for a subspace of P4?

To find a basis for a subspace of P4, you can use the method of Gaussian elimination to reduce a set of vectors to its row-echelon form. The vectors that correspond to the pivot columns in the row-echelon form will form a basis for the subspace. Alternatively, you can use the linear dependence and independence of vectors to determine a basis for the subspace.

5. What are some real-world applications of subspace of P4 problems?

Subspace of P4 problems have many real-world applications, particularly in fields related to data analysis and machine learning. For example, in natural language processing, a subspace of P4 problem can be used to determine the underlying structure of a text corpus. In computer graphics, subspace of P4 problems are used to represent 3D shapes and animations. Additionally, in statistics, subspace of P4 problems can be used for dimensionality reduction and feature selection.

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