In Exercises 1 - 24, use Gaussian Elimination to find the complete solution to each system of equations, or show that none exists.
Table of contents
- 0. Review of Algebra4h 18m
- 1. Equations & Inequalities3h 18m
- 2. Graphs of Equations1h 43m
- 3. Functions2h 17m
- 4. Polynomial Functions1h 44m
- 5. Rational Functions1h 23m
- 6. Exponential & Logarithmic Functions2h 28m
- 7. Systems of Equations & Matrices4h 5m
- 8. Conic Sections2h 23m
- 9. Sequences, Series, & Induction1h 22m
- 10. Combinatorics & Probability1h 45m
7. Systems of Equations & Matrices
Introduction to Matrices
Problem 13a
Textbook Question
Find the following matrices:
A=2−41,B=−53−1
Verified step by step guidance1
Identify the given matrices: \( A = \begin{bmatrix} 2 \\ -4 \\ 1 \end{bmatrix} \) and \( B = \begin{bmatrix} -5 \\ 3 \\ -1 \end{bmatrix} \).
Calculate the scalar multiplication of matrix \( B \) by 2: multiply each element of \( B \) by 2 to get \( 2B = \begin{bmatrix} 2 \times (-5) \\ 2 \times 3 \\ 2 \times (-1) \end{bmatrix} \).
Calculate the scalar multiplication of matrix \( A \) by 5: multiply each element of \( A \) by 5 to get \( 5A = \begin{bmatrix} 5 \times 2 \\ 5 \times (-4) \\ 5 \times 1 \end{bmatrix} \).
Calculate the expression \( A + 2B - 5A \) by performing matrix addition and subtraction element-wise: \( A + 2B - 5A = (A - 5A) + 2B = (-4A) + 2B \).
Perform the element-wise operations to combine the matrices: multiply \( A \) by -4, then add the resulting matrix to \( 2B \) to get the final matrix.
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Key Concepts
Here are the essential concepts you must grasp in order to answer the question correctly.
Matrix Addition
Matrix addition involves adding corresponding elements from two matrices of the same dimensions. Each element in the resulting matrix is the sum of elements in the same position from the original matrices. This operation is only defined when both matrices have identical sizes.
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Scalar Multiplication of a Matrix
Scalar multiplication means multiplying every element of a matrix by a constant (scalar). This operation scales the matrix by the scalar value, changing the magnitude of each element but not the matrix's dimensions.
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Matrix Dimensions and Compatibility
Understanding matrix dimensions is crucial for performing operations like addition and scalar multiplication. Two matrices can be added only if they have the same number of rows and columns. Scalar multiplication can be applied to any matrix regardless of its size.
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