Math Problem Statement
Solution
The image contains two sets of systems of linear equations to solve using the matrix method. Here's the breakdown of the given problems:
System (i):
The equations are:
System (ii):
The equations are:
I will solve both systems using the matrix method step by step. Let me calculate them for you. numpy as np
System (i)
A1 = np.array([[1, -1, 1], [2, 1, -3], [1, 1, 1]]) B1 = np.array([4, 0, 2])
Solve for (i)
solution_i = np.linalg.solve(A1, B1)
System (ii)
A2 = np.array([[1, 1, 1], [2, 2, 3], [0, 5, -1]]) B2 = np.array([2, 7, -13])
Solve for (ii)
solution_ii = np.linalg.solve(A2, B2)
solution_i, solution_iiHere are the solutions to the systems of equations:
For System (i):
The solution is:
For System (ii):
The solution is:
Let me know if you'd like detailed steps for solving these using the matrix method or have further questions!
Here are 5 follow-up questions related to this topic:
- How do you write a system of linear equations in matrix form?
- What is the determinant, and how does it relate to solving a system of equations?
- What does it mean if the determinant of the coefficient matrix is zero?
- Can all systems of linear equations be solved using the matrix method? Why or why not?
- How do you interpret the solution of a linear system geometrically?
Tip: When solving linear equations with the matrix method, always ensure the coefficient matrix is invertible (non-zero determinant) for a unique solution!
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Math Problem Analysis
Mathematical Concepts
Linear Algebra
Systems of Linear Equations
Matrix Method
Formulas
Matrix equation: Ax = B, where A is the coefficient matrix, x is the variable vector, and B is the constant vector
Solution using the inverse: x = A^(-1)B (if A is invertible)
Theorems
Cramer's Rule
Invertibility of Matrices (if det(A) ≠ 0)
Suitable Grade Level
Grades 10-12
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