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Inverse Matrix Both Sides of Equation

In solving a system of linear equations, what operation involves multiplying both sides of the equation by the inverse of the coefficient matrix?

A) Matrix Inversion
B) Matrix Transposition
C) Matrix Scaling
D) Matrix Reduction

User Max R
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Final Answer:

In solving a system of linear equations, the operation that involves multiplying both sides of the equation by the inverse of the coefficient matrix is (Option A) Matrix Inversion.

Step-by-step explanation:

Matrix inversion is a fundamental operation in solving systems of linear equations. When confronted with a system of equations represented as A*X = B, where A is the coefficient matrix, X is the vector of variables, and B is the constant matrix, multiplying both sides by the inverse of matrix A allows isolating X. This operation is expressed as A^(-1) * A * X = A^(-1) * B, and since A^(-1) * A is the identity matrix I, it simplifies to I * X = A^(-1) * B, resulting in X = A^(-1) * B (Option A).

Mathematically, the inverse of matrix A is denoted as A^(-1), and it exists only for square matrices where the determinant is non-zero. The process of matrix inversion is crucial in solving systems of linear equations efficiently. It allows finding the unique solution vector X by pre-multiplying both sides of the equation by the inverse of the coefficient matrix, effectively canceling out the matrix A and isolating the variable vector X. This method is particularly useful in applications such as engineering, physics, and computer science, where systems of linear equations frequently arise.

User Showcaselfloyd
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