In Exercises 37 - 44, perform the indicated matrix operations given that A, B and C are defined as follows. If an operation is not defined, state the reason. 4 0 5 1 1 - 1A = - 3 5 B = C = 0 1 - 2 - 2 - 1 1A(BC)
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First, identify the dimensions of matrices B and C. Matrix B is 2x2 and matrix C is 2x2.
Check if the multiplication BC is defined. Since the number of columns in B (2) matches the number of rows in C (2), BC is defined.
Perform the matrix multiplication BC. Multiply each element of the rows of B by the corresponding elements of the columns of C and sum them up.
Next, identify the dimensions of matrix A, which is 3x2, and the resulting matrix BC, which will be 2x2.
Check if the multiplication A(BC) is defined. Since the number of columns in A (2) matches the number of rows in BC (2), A(BC) is defined.
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Key Concepts
Here are the essential concepts you must grasp in order to answer the question correctly.
Matrix Multiplication
Matrix multiplication involves taking the dot product of rows and columns from two matrices. For two matrices A (m x n) and B (n x p), the resulting matrix C will have dimensions m x p. The operation is only defined when the number of columns in A matches the number of rows in B. Understanding this concept is crucial for performing operations like A(BC) in the given question.
Matrix dimensions refer to the number of rows and columns in a matrix, expressed as 'rows x columns'. For example, matrix A is a 3x3 matrix, while matrix B is a 2x2 matrix. Knowing the dimensions is essential for determining whether matrix operations, such as addition or multiplication, can be performed. If the dimensions do not align appropriately, the operation is undefined.
The associative property states that when multiplying matrices, the grouping of the matrices does not affect the result. This means that for matrices A, B, and C, the equation A(BC) is equivalent to (AB)C. This property is important for simplifying complex matrix expressions and ensuring that operations are performed in the correct order.