Exercise 2.3.1. State whether the following vectors are linearly independent or not
by solving the equation . Also, solve to determine whether the vectors span .
Answer: The equation is equivalent to
We can use elimination to solve this system
producing the following system
Note that is a free variable and , , and are basic. Setting the free variable , from the third equation we have or . From the second equation we have or . Finally, from the first equation we have or . This means that we have and thus the vectors are not linearly independent. More specifically, we can express as a linear combination of the other vectors: .
We next attempt to solve . As before we can use elimination to obtain the system
In this case the fourth equation produces the contradictory result . Thus this system has no solution, and we conclude that the vectors in question do not span .
NOTE: This continues a series of posts containing worked out exercises from the (out of print) book Linear Algebra and Its Applications, Third Edition by Gilbert Strang.
If you find these posts useful I encourage you to also check out the more current Linear Algebra and Its Applications, Fourth Edition, Dr Strang’s introductory textbook Introduction to Linear Algebra, Fourth Edition and the accompanying free online course, and Dr Strang’s other books.