Let A be a 3x3 matrix such that Nul(A) = Span([[-1], [-3], [3]], [[-2], [2], [2]]). Assume that the vector v = [-2, 1, -3] is a solution of the matrix equation Ax = [44, -44, 88]. Find three vectors v1, v2, v3, different from v, which are also solutions of this equation.
Solution
The problem asks for three vectors v1,v2,v3, distinct from v=−21−3, that also solve the matrix equation Ax=44−4488. Given the null space (kernel) of the matrix A, Nul(A), is spanned by two vectors:
Nul(A)=Span−1−33,−222
This suggests that any solution to Ax=44−4488 is of the form:
x=v+c1−1−33+c2−222
where v=−21−3, and c1 and c2 are arbitrary constants.
To find three distinct vectors v1,v2,v3, we need to choose different values of c1 and c2. Let's compute:
For v1, set c1=1 and c2=0:
v1=v+−1−33=−21−3+−1−33=−3−20
For v2, set c1=0 and c2=1:
v2=v+−222=−21−3+−222=−43−1
For v3, set c1=1 and c2=1:
v3=v+−1−33+−222=−21−3+−3−15=−502
Thus, the solutions are:
v1=−3−20,v2=−43−1,v3=−502
Do you want further clarification on any part of the process?
Relative Questions:
How is the null space of a matrix used in solving systems of linear equations?
What role do the arbitrary constants c1 and c2 play in finding solutions?
Can you explain how to determine if a system of equations has infinitely many solutions?
What happens when the null space consists of more than two vectors?
How does changing the values of c1 and c2 affect the solution set?
Tip:
To verify if a vector is a solution, you can substitute it back into the matrix equation to see if it satisfies Ax=b.
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Math Problem Analysis
Mathematical Concepts
Linear Algebra Matrix Equation Null Space
Formulas
x = v + c1 * [-1, -3, 3] + c2 * [-2, 2, 2]
Theorems
The solution to a matrix equation Ax = b can be written as the sum of a particular solution and a linear combination of vectors from the null space of A.