Here are the essential concepts you must grasp in order to answer the question correctly.
Matrices
Matrices are rectangular arrays of numbers or variables arranged in rows and columns. They are fundamental in linear algebra and are used to represent systems of equations. Each element in a matrix can be manipulated through various operations, such as addition, multiplication, and finding inverses, which are essential for solving systems of equations.
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Gaussian Elimination
Gaussian elimination is a method for solving systems of linear equations by transforming the system's augmented matrix into row echelon form. This involves a series of row operations to create zeros below the leading coefficients, making it easier to solve for the variables through back-substitution. It is a systematic approach that simplifies the process of finding solutions.
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Back-Substitution
Back-substitution is a technique used after applying Gaussian elimination to solve for the variables in a system of equations. Once the matrix is in row echelon form, the last equation can be solved for the last variable, and this value is then substituted back into the previous equations to find the remaining variables. This step is crucial for obtaining the final solution of the system.
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