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 .
Key Concept: Basis of a Vector Space
A basis of a vector space is a subset of vectors that:
- Spans the vector space, meaning every vector in the vector space can be written as a linear combination of the basis vectors.
- Is linearly independent, meaning no vector in the basis can be written as a linear combination of the others.
For a vector space of dimension , any basis must have exactly vectors.
Since is a five-dimensional vector space, a basis of 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 is a 5-dimensional vector space, any basis of 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:
- What are the properties of a linearly independent set in vector spaces?
- How do you define the dimension of a vector space?
- Can a set of dependent vectors span a vector space?
- How can we determine if a given set of vectors is a basis for a space?
- 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.
Ask a new question for Free
By Image
Drop file here or Click Here to upload
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)
Related Recommendation
True or False Questions on Basis, Span, and Dimension in Linear Algebra
Basis of an n-Dimensional Vector Space: Spanning and Linear Independence
True or False: Subspaces, Spanning Sets, and Basis in Linear Algebra
Finding Basis Vectors and Coordinate Transformations in Linear Algebra
Determine if a Set of Vectors is a Basis for ℝ^3