Basis and dimension
Checking candidate bases for the space of cubic polynomials, and reasoning about independence and spanning counts in 5-dimensional spaces and spaces of periodic sequences.
5 exercises
Exercise 9.4.1
Let be the vector space of polynomials of degree at most 3. Determine which of the following are bases for this vector space.
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Exercise 9.4.6
Let be a -dimensional vector space. If you have linearly independent vectors in , can you conclude that the vectors span ?
Exercise 9.4.7
Let be a -dimensional vector space. If you have vectors in , is it possible that they are linearly independent? Explain.
Exercise 9.4.11
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Let be a positive integer, let be the subspace consisting of all sequences that are periodic with period (see Exercise 38). Find a basis for . What is its dimension?
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More difficult: find a basis for the infinite-dimensional vector space consisting of all periodic sequences of all periods.
Exercise 9.4.12
Let , the field of rational numbers. Consider vectors of the form where are rational numbers. Show that this collection of vectors is a vector space over and give a basis for this vector space. What is its dimension?
Adapted from Matrix Theory and Linear Algebra © 2017–2026 Peter Selinger, Lyryx Learning, and Ken Kuttler. Licensed under CC BY 4.0. Source: Matrix Theory and Linear Algebra. Imported at revision d74bc3a.