Math Problem Statement
Suppose a,b,c,d and w,x,y,z are two sets of vectors in some vector space V over the real numbers. If a,b,c,d spans V and w,x,y,z spans V then the collection a,b,c,d,w,x,y,z spans V. If a,b,c,d spans V and w,x,y,z spans V then the collection a,b,c,d,w spans V.
Solution
Let's break down and analyze the two statements.
Statement 1:
"If spans and spans , then the collection spans ."
Analysis:
- If spans , it means that any vector in can be expressed as a linear combination of and .
- Similarly, if spans , it means any vector in can also be expressed as a linear combination of and .
When you combine the two sets and into one set , the combined set will still span as long as the vectors in the set are linearly independent or at least one of the two sets already spans the whole space.
Since both and independently span , their union will also span because it still includes enough vectors to express any vector in .
Conclusion:
The first statement is true.
Statement 2:
"If spans and spans , then the collection spans ."
Analysis:
- The set spans , so any vector in can be written as a linear combination of .
- The set also spans , meaning any vector in can also be written as a linear combination of .
However, in this case, you are only taking the first vector from the second set, namely , and combining it with the set .
To determine whether the collection spans , we need to consider the possibility that the set does not add anything new to the span of . For example, if can already be expressed as a linear combination of , then adding doesn't increase the span of the set.
Thus, while spans , the set might not span unless is linearly independent of the other vectors in .
Conclusion:
The second statement is not necessarily true. It depends on whether is linearly independent of . If can be written as a linear combination of the other vectors, then the collection will not span .
To summarize:
- The first statement is true.
- The second statement is false unless is linearly independent of .
Would you like a more detailed explanation or an example to clarify this further? Here's a set of related questions for deeper understanding:
- How do you check if a set of vectors spans a vector space?
- What is the concept of linear independence, and how does it relate to spanning a space?
- Can a single vector span a vector space? If so, under what conditions?
- How does the dimension of a vector space affect the number of vectors required to span it?
- What happens if you add a redundant vector to a spanning set?
Tip: Always check for linear dependence or independence when combining sets of vectors. If the new vector is already in the span of the previous ones, it doesn't increase the span.
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
Spanning Sets
Linear Independence
Formulas
-
Theorems
Spanning Set Theorem
Linear Independence Theorem
Suitable Grade Level
Grades 11-12
Related Recommendation
Spanning Set of Vectors a+w, b+x, c+y, d+z in Vector Space V
Understanding Linear Independence, Linear Dependence, and Spanning Sets in Vector Spaces
Solve System of Linear Equations to Determine Spanning Set
Vector Spanning Sets: Verifying if span(x,y,z) equals span(w,x,z)
Linear Combination of Vectors: Uniqueness and Dimensionality in R^2