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 - 1 A = - 3 5 B = C = 0 1 - 2 - 2 - 1 1 4B - 3C
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7. Systems of Equations & Matrices
Introduction to Matrices
Problem 10
Textbook Question
Find the dimension of each matrix. Identify any square, column, or row matrices. See the discussion preceding Example 1. <5x1 Matrix>
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Step 1: Understand the notation of a matrix. A matrix is typically represented as a rectangular array of numbers arranged in rows and columns.
Step 2: Identify the dimensions of the matrix. The dimensions of a matrix are given in the form 'm x n', where 'm' is the number of rows and 'n' is the number of columns.
Step 3: Analyze the given matrix notation '<5x1 Matrix>'. This indicates that the matrix has 5 rows and 1 column.
Step 4: Determine the type of matrix. A matrix with only one column is known as a column matrix.
Step 5: Check if the matrix is a square matrix. A square matrix has the same number of rows and columns. Since this matrix has 5 rows and 1 column, it is not a square matrix.
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Key Concepts
Here are the essential concepts you must grasp in order to answer the question correctly.
Matrix Dimensions
The dimension of a matrix refers to its size, expressed in terms of rows and columns. It is denoted as 'm x n', where 'm' is the number of rows and 'n' is the number of columns. For example, a 5x1 matrix has 5 rows and 1 column, indicating it is a column matrix.
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Square Matrices
A square matrix is a matrix that has the same number of rows and columns, denoted as 'n x n'. For instance, a 3x3 matrix is square because it has three rows and three columns. Square matrices are significant in linear algebra as they can have properties like determinants and eigenvalues.
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Row and Column Matrices
A row matrix is a matrix with a single row, while a column matrix has a single column. For example, a 1x5 matrix is a row matrix, and a 5x1 matrix is a column matrix. These types of matrices are often used in vector representation and can simplify operations in linear algebra.
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