Proving Linear Independence Of Vectors V1 And V2: A Comprehensive Guide

{v1, v2} linearly independent if and only if

span {v1,v2} is a plane

{v1, v2} are linearly independent if and only if neither of the vectors can be expressed as a linear combination of the other vector.

To prove this statement, we need to show that if {v1, v2} are linearly independent, then neither vector can be expressed as a linear combination of the other vector; and conversely, if neither vector can be expressed as a linear combination of the other vector, then {v1, v2} are linearly independent.

First, assume that {v1, v2} are linearly independent. This means that for any scalars a and b, the vector equation a*v1 + b*v2 = 0 has only the trivial solution a=0, b=0. If v1 can be expressed as a linear combination of v2, then there exist scalars a and b not both zero such that v1 = a*v2 + b*v1. Then, 0 = -a*v2 – b*v1 = (-a)*v2 + (-b)*v1, showing that v1 and v2 are linearly dependent, which contradicts the assumption that they are linearly independent. Similarly, if v2 can be expressed as a linear combination of v1, then v1 and v2 are linearly dependent, which is a contradiction.

Conversely, assume that neither v1 nor v2 can be expressed as a linear combination of the other vector. Suppose that we have scalars a and b such that a*v1 + b*v2 = 0. We need to show that a=0 and b=0. Suppose, for the sake of contradiction, that at least one of a or b is nonzero, say a is nonzero. Then we can write v1 = (-b/a)*v2, which contradicts the assumption that neither v1 nor v2 can be expressed as a linear combination of the other vector. Similarly, we can assume b is nonzero, and write v2 = (-a/b)*v1 to derive another contradiction. Therefore, a=b=0 is the only solution to a*v1 + b*v2 = 0, which implies that {v1,v2} are linearly independent.

More Answers:
The Concepts Of Consistent And Inconsistent Systems Of Equations In Math
Mastering Equations With Three Variables: No Solution, Unique Solution, And Infinitely Many Solutions
Linear Independence: How To Determine If {V1, V2, V3} Is Linearly Independent

Error 403 The request cannot be completed because you have exceeded your quota. : quotaExceeded

Share:

Recent Posts

Mathematics in Cancer Treatment

How Mathematics is Transforming Cancer Treatment Mathematics plays an increasingly vital role in the fight against cancer mesothelioma. From optimizing drug delivery systems to personalizing

Read More »