In Exercises 9 - 16, find the following matrices: c. - 4A
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Introduction to Matrices
Problem 14
Textbook Question
Perform the indicated matrix operations given that and D are defined as follows. If an operation is not defined, state the reason. A+D
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Identify the dimensions of matrices A and D. To add two matrices, they must have the same number of rows and the same number of columns.
Check if the number of rows in matrix A equals the number of rows in matrix D, and the number of columns in matrix A equals the number of columns in matrix D.
If the dimensions match, proceed to add the corresponding elements of matrices A and D. This means adding each element in row i, column j of A to the element in row i, column j of D.
Write the resulting matrix where each element is the sum of the corresponding elements from A and D, i.e., \(C_{ij} = A_{ij} + D_{ij}\) for all i and j.
If the dimensions do not match, state that the addition is not defined because matrix addition requires matrices to be of the same size.
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Key Concepts
Here are the essential concepts you must grasp in order to answer the question correctly.
Matrix Addition
Matrix addition involves adding corresponding elements of two matrices of the same dimensions. Both matrices must have the same number of rows and columns for the operation to be defined. The result is a new matrix where each element is the sum of the elements from the original matrices.
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Matrix Dimensions and Compatibility
The dimensions of a matrix are given by its number of rows and columns. For operations like addition or subtraction, matrices must have identical dimensions. Understanding matrix size is crucial to determine whether an operation is defined or not.
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Undefined Matrix Operations
Some matrix operations are undefined if the matrices involved do not meet specific criteria, such as matching dimensions for addition. Recognizing when an operation cannot be performed is important to avoid errors and correctly interpret the problem.
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