64.0k views
2 votes
Suppose that S={a,b,c,d} is a linearly independent set in a vector space V and x is a vector in V which is not in span S. Is S1={a,b,c,d,x} is linearly independent in V?

1 Answer

3 votes

Final answer:

The set S1 = {a, b, c, d, x} is linearly independent because x is not in the span of the original linearly independent set S, therefore no vector in the extended set S1 can be expressed as a linear combination of the others.

Step-by-step explanation:

If a set S = {a, b, c, d} is a linearly independent set in a vector space V, and x is a vector in V that is not in the span of S, then the expanded set S1 = {a, b, c, d, x} is also linearly independent.

By definition, a set of vectors is linearly independent if no vector in the set can be written as a linear combination of the others. Since x is not in the span of S, this means that there is no combination of vectors a, b, c, and d that can be combined to produce x. Consequently, adding x to the set S does not introduce any linear dependencies, and thus the set S1 remains linearly independent.

A concrete example of this would be if vectors a, b, c, and d represent four non-coplanar vectors in three-dimensional space, and x is a vector that doesn't lie on the space spanned by a, b, c, and d. Including x to the set would not change the fact that none of the vectors in the set can be built from a linear combination of the others.

User Stakri
by
7.6k points
Welcome to QAmmunity.org, where you can ask questions and receive answers from other members of our community.

9.4m questions

12.2m answers

Categories