Here are the essential concepts you must grasp in order to answer the question correctly.
Matrix Addition
Matrix addition involves combining two matrices of the same dimensions by adding their corresponding elements. For example, if A = [a11 a12 a13] and B = [b11 b12 b13], then A + B = [a11 + b11, a12 + b12, a13 + b13]. This operation is fundamental in linear algebra and is used in various applications, including solving systems of equations.
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Element-wise Operations
Element-wise operations refer to performing calculations on corresponding elements of matrices. In the context of matrix addition, each element in the resulting matrix is the sum of the elements from the two matrices being added. Understanding this concept is crucial for accurately performing matrix operations and ensuring that the dimensions of the matrices align correctly.
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Matrix Dimensions
Matrix dimensions indicate the number of rows and columns in a matrix, typically expressed as 'm x n' where m is the number of rows and n is the number of columns. For matrix addition to be valid, both matrices must have the same dimensions. In this case, both matrices A and B are 1 x 3 matrices, allowing for their addition.
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