Here are the essential concepts you must grasp in order to answer the question correctly.
Matrix Row Operations
Matrix row operations are techniques used to manipulate the rows of a matrix to achieve a desired form, often for solving systems of equations. The three primary operations include swapping two rows, multiplying a row by a non-zero scalar, and adding or subtracting a multiple of one row to another. These operations are fundamental in methods like Gaussian elimination.
Recommended video:
Performing Row Operations on Matrices
Row Echelon Form
Row echelon form is a specific arrangement of a matrix where all non-zero rows are above any rows of all zeros, and the leading coefficient of each non-zero row (the first non-zero number from the left) is to the right of the leading coefficient of the previous row. This form is crucial for simplifying matrices and solving linear systems efficiently.
Recommended video:
Solving Systems of Equations - Matrices (Row-Echelon Form)
Linear Combinations
A linear combination involves creating a new vector (or row in a matrix) by multiplying existing vectors (or rows) by scalars and adding the results. In the context of the given operation, -3R1 + R2 means taking three times the first row, multiplying it by -1, and adding it to the second row, which is a key step in transforming the matrix.
Recommended video: