Math Problem Statement

giải

Tìm tất cả các giá trị của m để X = [ [-3, -4], [-1, m] ] là một tổ hợp tuyến tính của M, trong đó M là tập hợp các ma trận {[1, -2; 1, 1], [2, 1; 1, -2], [1, -7; 2, 5]}

Solution

We are tasked with finding the value(s) of mm such that the matrix

X=[341m]X = \begin{bmatrix} -3 & -4 \\ -1 & m \end{bmatrix}

is a linear combination of the matrices in the set MM provided:

M={[1211],[2112],[1725]}.M = \left\{ \begin{bmatrix} 1 & -2 \\ 1 & 1 \end{bmatrix}, \begin{bmatrix} 2 & 1 \\ 1 & -2 \end{bmatrix}, \begin{bmatrix} 1 & -7 \\ 2 & 5 \end{bmatrix} \right\}.

This means there exist scalars α,β,γ\alpha, \beta, \gamma such that:

X=α[1211]+β[2112]+γ[1725].X = \alpha \begin{bmatrix} 1 & -2 \\ 1 & 1 \end{bmatrix} + \beta \begin{bmatrix} 2 & 1 \\ 1 & -2 \end{bmatrix} + \gamma \begin{bmatrix} 1 & -7 \\ 2 & 5 \end{bmatrix}.

Thus, we need to solve the following system of equations for α,β,γ,\alpha, \beta, \gamma, and mm:

[341m]=α[1211]+β[2112]+γ[1725].\begin{bmatrix} -3 & -4 \\ -1 & m \end{bmatrix} = \alpha \begin{bmatrix} 1 & -2 \\ 1 & 1 \end{bmatrix} + \beta \begin{bmatrix} 2 & 1 \\ 1 & -2 \end{bmatrix} + \gamma \begin{bmatrix} 1 & -7 \\ 2 & 5 \end{bmatrix}.

Expanding both sides, we get:

[341m]=[α+2β+γ2α+β7γα+β+2γα2β+5γ].\begin{bmatrix} -3 & -4 \\ -1 & m \end{bmatrix} = \begin{bmatrix} \alpha + 2\beta + \gamma & -2\alpha + \beta - 7\gamma \\ \alpha + \beta + 2\gamma & \alpha - 2\beta + 5\gamma \end{bmatrix}.

Now, equating the corresponding elements from both sides:

  1. α+2β+γ=3\alpha + 2\beta + \gamma = -3
  2. 2α+β7γ=4-2\alpha + \beta - 7\gamma = -4
  3. α+β+2γ=1\alpha + \beta + 2\gamma = -1
  4. α2β+5γ=m\alpha - 2\beta + 5\gamma = m

We will now solve this system of equations to find mm.

Step 1: Solve the system

From the first three equations, solve for α,β,γ\alpha, \beta, \gamma, then substitute into the fourth equation to find mm.

  1. α+2β+γ=3\alpha + 2\beta + \gamma = -3
  2. 2α+β7γ=4-2\alpha + \beta - 7\gamma = -4
  3. α+β+2γ=1\alpha + \beta + 2\gamma = -1

Let me solve this step by step.The solutions for α\alpha and β\beta in terms of γ\gamma are:

α=13γ,β=γ2.\alpha = 1 - 3\gamma, \quad \beta = \gamma - 2.

Now, substitute these expressions into the fourth equation:

α2β+5γ=m,\alpha - 2\beta + 5\gamma = m,

to find mm. Let's proceed with this substitution.After solving, we find that m=5m = 5.

Thus, the value of mm that makes the matrix XX a linear combination of the given matrices in MM is 5\boxed{5}.

Would you like further details or have any questions?

Here are five related questions for further practice:

  1. What is a linear combination in the context of vector spaces?
  2. How can the method of solving systems of equations be generalized?
  3. What happens if there are more matrices in the set MM?
  4. How can we check if a matrix belongs to a given subspace?
  5. What is the geometric interpretation of solving for mm?

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