Math Problem Statement
Consider a subspace W={(x1,x2,x3,x4,x5) ∣ 10x1+6x5=0 and 10x2+10x4=0} of R5. The dimension of W is
Solution
We are given the subspace , which is defined by two linear equations:
Step 1: Solve the system of equations
Let's analyze these constraints:
From the first equation :
Thus, depends on .
From the second equation :
So, depends on .
Step 2: Express the general form of the vectors in
Now, we can express a vector in as:
Here, the components , , and are free variables, so we can represent any vector in as a linear combination of three independent vectors corresponding to these free variables:
Thus, we have three free variables , , and , implying that the subspace is spanned by three independent vectors. Therefore, the dimension of is 3.
Conclusion:
The dimension of is .
Would you like further details or have any questions? Here are some related questions you might find interesting:
- What is the rank of the matrix that represents the system of equations for ?
- How do the constraints affect the nullity of a matrix?
- What is the geometric interpretation of a subspace defined by linear equations?
- How can you check if a set of vectors is linearly independent?
- What would happen if the equations defining were different?
Tip: When working with subspaces defined by linear equations, always check the number of free variables to determine the dimension.
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Math Problem Analysis
Mathematical Concepts
Linear Algebra
Subspaces
Dimension of a Subspace
Systems of Linear Equations
Linear Combinations
Formulas
10x1 + 6x5 = 0
10x2 + 10x4 = 0
x1 = -3/5 * x5
x2 = -x4
Theorems
Rank-Nullity Theorem
Dimension Theorem
Suitable Grade Level
College Level (Linear Algebra)
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