Math Problem Statement

Let V be a five-dimensional vector space, and S be a subset of V which is a basis for V, then which of the following is FALSE?

Question 8 options:

S can have any number of elements except zero

S must have exactly five elements

S must span V

S must contain of at least five elements

Solution

To solve this problem, let's analyze each of the statements about a basis for a five-dimensional vector space VV.

Key Concept: Basis of a Vector Space

A basis of a vector space is a subset of vectors that:

  1. Spans the vector space, meaning every vector in the vector space can be written as a linear combination of the basis vectors.
  2. Is linearly independent, meaning no vector in the basis can be written as a linear combination of the others.

For a vector space VV of dimension nn, any basis must have exactly nn vectors.

Since VV is a five-dimensional vector space, a basis of VV must have exactly 5 vectors.

Now, let's evaluate the statements one by one:

1. S can have any number of elements except zero

  • False. A basis must have exactly 5 elements, so it can't have any number of elements except zero. This implies that a set of fewer than 5 elements or more than 5 elements cannot be a basis of a five-dimensional vector space.

2. S must have exactly five elements

  • True. Since VV is a 5-dimensional vector space, any basis of VV must have exactly 5 elements.

3. S must span V

  • True. By definition, a basis must span the vector space.

4. S must contain at least five elements

  • False. A basis must contain exactly five elements, not more than five.

Conclusion:

The statements that are FALSE are:

  • "S can have any number of elements except zero" (because it must have exactly 5 elements).
  • "S must contain at least five elements" (it should have exactly 5 elements).

However, since the question asks for which one is false, the first false statement is the correct answer:

  • S can have any number of elements except zero is FALSE.

Would you like further details on any part of this explanation?


Relative Questions:

  1. What are the properties of a linearly independent set in vector spaces?
  2. How do you define the dimension of a vector space?
  3. Can a set of dependent vectors span a vector space?
  4. How can we determine if a given set of vectors is a basis for a space?
  5. What happens if a basis has more than the required number of vectors?

Tip: In any vector space, the number of vectors in a basis is always equal to the dimension of the space.

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Math Problem Analysis

Mathematical Concepts

Linear Algebra
Vector Spaces
Basis
Linear Independence
Spanning Set

Formulas

-

Theorems

Dimension Theorem of Vector Spaces
Linear Independence and Span Theorem

Suitable Grade Level

University Level (Linear Algebra Course)