Question
Question: For matrix multiplication, how do I prove that if \[AB = AC\], \[B\] may not be equal to \[C\]?...
For matrix multiplication, how do I prove that if AB=AC, B may not be equal to C?
Solution
Take different situations for invertible and non-invertible matrices and check the feasibility of left-hand cancellation of A.
You can take the help of the identity matrix I to solve the equation and make it more solvable.
Complete step-by-step solution:
This statement is correct for some of the not invertible matrices A
If A is an invertible matrix, thenA−1 exists, and it is such that
A$$$${A^{ - 1}}$$$$ = I$$$$ = {A^{ - 1}}A, where I is the identity matrix.
In this case, AB=AC we could multiply both sides for A−1 to the left, and obtain
A−1AB=A−1AC which means B=C because A$$$${A^{ - 1}}$$$$ = I.
So, if A is invertible, your statement cannot be proved.
So, A must surely be not invertible i.e. its determinant must be zero. The simplest matrix where every coefficient is zero can be the null matrix.
If you choose it as A you'll obtain that
AB=AC which means 0=0; where 0 are the zero matrices, regardless of B and C
Additional information: An Invertible Matrix is a square matrix defined as invertible if the product of the matrix and its inverse is the identity matrix. An identity matrix is a matrix in which the main diagonal is all 1 s and the rest of the values in the matrix are0s. An invertible matrix is sometimes referred to as nonsingular or non-degenerate and is usually defined using real or complex numbers. The method of detecting a matrix's inverse is called matrix inversion. However, it is important to note that not all matrices are invertible. If a matrix can be multiplied by its inverse then it is said to be invertible. For example, there is no number that can be multiplied by 0 to get a value of 1, so the number 0 has no multiplicative inverse. In addition, the matrix may have a multiplicative inverse (or reciprocal, as in the case of matrices that are not square (different number of rows and columns).
Note: It is important that we know when a matrix is invertible and when it isn’t. The basic idea of invertibility and properties of matrices is a must prerequisite before attempting this question. One must also learn different types of matrices of different orders to ease the question.