Math Problem Statement

Solve the following system of equations by matrix method.

(1) x - y + z = 0 x + 2y - z = 0 4x + y - 5z = 0

(ii) x + y + 2 = 0 x - 2y - 8z = 0 x + y - 3z = 0

Solution

To solve the given systems of equations using the matrix method, let's address each system separately.

System (i)

The equations are:

  1. xy+z=0x - y + z = 0
  2. x+2yz=0x + 2y - z = 0
  3. 4x+y5z=04x + y - 5z = 0

Step 1: Set up the matrix equation

The system can be written in matrix form as: [111121415][xyz]=[000]\begin{bmatrix} 1 & -1 & 1 \\ 1 & 2 & -1 \\ 4 & 1 & -5 \end{bmatrix} \begin{bmatrix} x \\ y \\ z \end{bmatrix} = \begin{bmatrix} 0 \\ 0 \\ 0 \end{bmatrix}

Let: A=[111121415],X=[xyz],B=[000]A = \begin{bmatrix} 1 & -1 & 1 \\ 1 & 2 & -1 \\ 4 & 1 & -5 \end{bmatrix}, \quad X = \begin{bmatrix} x \\ y \\ z \end{bmatrix}, \quad B = \begin{bmatrix} 0 \\ 0 \\ 0 \end{bmatrix}

We now have the matrix equation AX=BAX = B.

Step 2: Check if there is a unique solution by finding the determinant of AA

If det(A)0\det(A) \neq 0, the system has a unique solution. If det(A)=0\det(A) = 0, then the system has either no solution or infinitely many solutions.

Calculate det(A)\det(A): det(A)=12115(1)1145+11241\det(A) = 1 \begin{vmatrix} 2 & -1 \\ 1 & -5 \end{vmatrix} - (-1) \begin{vmatrix} 1 & -1 \\ 4 & -5 \end{vmatrix} + 1 \begin{vmatrix} 1 & 2 \\ 4 & 1 \end{vmatrix} =1(25(1)1)+1(15(1)4)+1(1124)= 1(2 \cdot -5 - (-1) \cdot 1) + 1(1 \cdot -5 - (-1) \cdot 4) + 1(1 \cdot 1 - 2 \cdot 4) =1(10+1)+1(5+4)+1(18)=917=17= 1(-10 + 1) + 1(-5 + 4) + 1(1 - 8) = -9 - 1 - 7 = -17 Since det(A)=170\det(A) = -17 \neq 0, the system has a unique solution.

Step 3: Solve for XX using X=A1BX = A^{-1}B

Since B=0B = 0, this system has a unique solution at X=0X = 0, meaning x=0x = 0, y=0y = 0, and z=0z = 0. This is the only solution for this system.


System (ii)

The equations are:

  1. x+y+2z=0x + y + 2z = 0
  2. x2y8z=0x - 2y - 8z = 0
  3. x+y3z=0x + y - 3z = 0

Step 1: Set up the matrix equation

The system can be written in matrix form as: [112128113][xyz]=[000]\begin{bmatrix} 1 & 1 & 2 \\ 1 & -2 & -8 \\ 1 & 1 & -3 \end{bmatrix} \begin{bmatrix} x \\ y \\ z \end{bmatrix} = \begin{bmatrix} 0 \\ 0 \\ 0 \end{bmatrix}

Let: A=[112128113],X=[xyz],B=[000]A = \begin{bmatrix} 1 & 1 & 2 \\ 1 & -2 & -8 \\ 1 & 1 & -3 \end{bmatrix}, \quad X = \begin{bmatrix} x \\ y \\ z \end{bmatrix}, \quad B = \begin{bmatrix} 0 \\ 0 \\ 0 \end{bmatrix}

Step 2: Check if there is a unique solution by finding the determinant of AA

Calculate det(A)\det(A): det(A)=1281311813+21211\det(A) = 1 \begin{vmatrix} -2 & -8 \\ 1 & -3 \end{vmatrix} - 1 \begin{vmatrix} 1 & -8 \\ 1 & -3 \end{vmatrix} + 2 \begin{vmatrix} 1 & -2 \\ 1 & 1 \end{vmatrix} =1(23(8)1)1(13(8)1)+2(11(2)1)= 1(-2 \cdot -3 - (-8) \cdot 1) - 1(1 \cdot -3 - (-8) \cdot 1) + 2(1 \cdot 1 - (-2) \cdot 1) =1(68)1(3+8)+2(1+2)=2+5+6=9= 1(6 - 8) - 1(-3 + 8) + 2(1 + 2) = -2 + 5 + 6 = 9 Since det(A)=90\det(A) = 9 \neq 0, the system has a unique solution.

Step 3: Solve for XX

Since B=0B = 0, the only solution to this system is x=0x = 0, y=0y = 0, and z=0z = 0.


Final Answer

For both systems (i) and (ii), the unique solution is: x=0,y=0,z=0x = 0, \quad y = 0, \quad z = 0

Would you like further details on any step? Here are some related questions for practice:

  1. How would you approach solving a similar system where det(A)=0\det(A) = 0?
  2. Can you solve a 3x3 system of equations using Gaussian elimination?
  3. What is the role of matrix inverses in solving systems of linear equations?
  4. How do you interpret a solution of x=0,y=0,z=0x = 0, y = 0, z = 0 in the context of linear systems?
  5. How would you determine if a system has no solution or infinitely many solutions?

Tip: For systems with zero determinants, consider checking for consistency and looking for parametric solutions.

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Math Problem Analysis

Mathematical Concepts

Linear Algebra
Systems of Linear Equations
Matrix Methods
Determinants
Matrix Inverse

Formulas

AX = B (matrix equation form)
Determinant of a 3x3 matrix
X = A^(-1)B (matrix inverse solution)

Theorems

Matrix Inverse Theorem
Determinant Condition for Unique Solutions (if det(A) ≠ 0)

Suitable Grade Level

Grades 11-12 or College Level