Spanning sets and polynomials.

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SUMMARY

The discussion centers on determining whether the polynomials \( t^{3} + 2t + 1 \), \( t^{2} - t + 2 \), \( t^{3} + 2 \), and \( -t^{3} + t^{2} - 5t + 2 \) span the vector space \( P_{3} \). The analysis reveals that the coefficient matrix reduces to a rank 3 matrix, indicating that the set of vectors does not span the 4-dimensional space \( P_{3} \). The conclusion is that there exist vectors in \( P_{3} \) that cannot be generated by any linear combination of the given polynomials.

PREREQUISITES
  • Understanding of polynomial vector spaces, specifically \( P_{3} \).
  • Knowledge of linear combinations and their role in spanning sets.
  • Familiarity with matrix row reduction techniques.
  • Concept of matrix rank and its implications for vector spaces.
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  • Study the properties of polynomial vector spaces, focusing on \( P_{n} \).
  • Learn about the rank-nullity theorem and its applications in linear algebra.
  • Explore methods for determining the span of a set of vectors using augmented matrices.
  • Investigate examples of spanning sets in higher-dimensional vector spaces.
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Students and educators in linear algebra, mathematicians analyzing polynomial spaces, and anyone seeking to deepen their understanding of vector space theory and spanning sets.

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Homework Statement


Do the polynomials t^{3} + 2t + 1,t^{2} - t + 2, t^{3} +2, -t^{3} + t^{2} - 5t + 2 span P_{3}?


Homework Equations


N/A


The Attempt at a Solution


My attempt: let at^{3} + bt^{2} + ct + d be an arbitrary vector in P_{3}, then:
c_{1}(t^{3} + 2t + 1) + c_{2}(t^{2} - t + 2) + c_{3}(t^{3} +2) + c_{4}(-t^{3} + t^{2} - 5t + 2) = at^{3} + bt^{2} + ct + d

c_{1} + c_{3} - c_{4} = a
c_{2} + c_{4} = b
2c_{1} - c_{2} - 5c_{4} = c
c_{1} + 2c_{2} + 2c_{3} + 2c_{4} = d
Which becomes the augmented matrix:
\left[\begin{array}{cccc|c}1&0&1&-1&a\\0&1&0&1&b\\2&-1&0&-5&c\\1&2&2&2&d\end{array}\right]
Row reducing it, I come to the matrix:
\left[\begin{array}{cccc|c}1&0&1&-1&a\\0&1&0&1&b\\0&0&1&1&d-a-2b\\0&0&0&0&c-4a-3b+2d\end{array}\right]

Although the book did a different last row operation in the solution, I came to the same conclusion as they did except they had -2 in the 3x3 and 3x4 position rather than 1 as in my solution. Anyways, the book concludes the system is inconsistent regardless of specific values chosen for a, b, c, and d. But, wouldn't the system be consistent if a = b = c = d = 0? Then the fourth row would be [ 0 0 0 0 | 0], correct?
 
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The point is that for any vector you should be able to come up with a linear combination of the coefficients to generate it.

Here, your coefficient matrix reduces to a rank 3 matrix, so your 4 vectors span a 3 dimensional space in P3. P3 is a 4 dimensional vector space and so there are definitely some vectors which you won't be able to generate.

Using an augmented matrix to figure out which vectors are spanned by your set is fine, but given the question "do the vectors span P3" you just need to see that the coefficient matrix is not rank 4 and therefore the set doesn't span P3.
 

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