Math Problem Statement
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Solution
We are tasked with finding the value(s) of such that the matrix
is a linear combination of the matrices in the set provided:
This means there exist scalars such that:
Thus, we need to solve the following system of equations for and :
Expanding both sides, we get:
Now, equating the corresponding elements from both sides:
We will now solve this system of equations to find .
Step 1: Solve the system
From the first three equations, solve for , then substitute into the fourth equation to find .
Let me solve this step by step.The solutions for and in terms of are:
Now, substitute these expressions into the fourth equation:
to find . Let's proceed with this substitution.After solving, we find that .
Thus, the value of that makes the matrix a linear combination of the given matrices in is .
Would you like further details or have any questions?
Here are five related questions for further practice:
- What is a linear combination in the context of vector spaces?
- How can the method of solving systems of equations be generalized?
- What happens if there are more matrices in the set ?
- How can we check if a matrix belongs to a given subspace?
- What is the geometric interpretation of solving for ?
Tip: When dealing with linear combinations, always set up a system of equations by comparing corresponding matrix entries and solve for the unknowns step by step.
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Math Problem Analysis
Mathematical Concepts
Linear Algebra
Matrix Theory
Linear Combinations
Formulas
X = α[A] + β[B] + γ[C]
Matrix equality: Equating corresponding elements of matrices
Theorems
Linear Combination Theorem
System of Linear Equations
Suitable Grade Level
Grades 11-12
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