/*! This file is auto-generated */ .wp-block-button__link{color:#fff;background-color:#32373c;border-radius:9999px;box-shadow:none;text-decoration:none;padding:calc(.667em + 2px) calc(1.333em + 2px);font-size:1.125em}.wp-block-file__button{background:#32373c;color:#fff;text-decoration:none} Problem 49 Suppose that matrix \(A\) has di... [FREE SOLUTION] | 91Ó°ÊÓ

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Suppose that matrix \(A\) has dimension \(2 \times 3, B\) has dimension \(3 \times 5,\) and \(C\) has dimension \(5 \times 2 .\) Decide whether the given product can be calculated. If it can, determine its dimension. $$B C$$

Short Answer

Expert verified
Yes, the product BC can be calculated. Its dimensions will be 3x2.

Step by step solution

01

Identify dimensions of matrices

Matrix B has dimensions 3x5, and matrix C has dimensions 5x2.
02

Check the inner dimensions

To multiply two matrices, the number of columns in the first matrix must equal the number of rows in the second matrix. Here, the number of columns of B (5) matches the number of rows of C (5), so the product BC is valid.
03

Determine the dimensions of the product

The dimensions of the resulting matrix will be the number of rows of the first matrix and the number of columns of the second matrix. Therefore, the product BC will have dimensions 3x2.

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Key Concepts

These are the key concepts you need to understand to accurately answer the question.

matrix dimensions
When discussing matrices, the dimensions are crucial. The dimensions tell us how many rows and columns a given matrix has. This is usually written as \(m \times n\), where \(m\) indicates the number of rows and \(n\) the number of columns.
Matrix dimensions help us understand the shape and size of the matrix and play an essential role in determining whether or not two matrices can be multiplied.
For example, if a matrix \(A\) has dimensions \(2 \times 3\), it means it has 2 rows and 3 columns. This notation helps simplify and generalize matrix operations.
product dimensions
In matrix multiplication, product dimensions are determined by the outer dimensions of the two matrices. To compute the product of two matrices, their inner dimensions must align first. The inner dimensions refer to the number of columns in the first matrix and the number of rows in the second.
For instance, when performing the multiplication of matrix \(B\) with dimensions \(3 \times 5\) and matrix \(C\) with dimensions \(5 \times 2\), the inner dimensions (5 and 5) match. Thus, the multiplication is possible. The resulting product matrix will have dimensions based on the outer dimensions, specifically the rows of the first matrix and the columns of the second matrix.
Therefore, the product \(BC\) will have dimensions \(3 \times 2\), indicating 3 rows and 2 columns.
matrix operations
Matrix operations include several fundamental computations such as addition, subtraction, and, importantly, multiplication. Understanding the rules governing these operations is essential for correctly applying them.
Matrix multiplication requires specific conditions to be met. The primary condition is that the number of columns in the first matrix must equal the number of rows in the second matrix. This requirement ensures each element in the resulting matrix is computed correctly from the row of the first and the column of the second matrix.
To perform the multiplication, every element of the resulting matrix is derived from the dot product of the respective row from the first matrix and the column from the second. Thus, matrix multiplication is a combination of scalar multiplication and vector addition.
Keeping these rules in mind will help you handle matrix multiplications efficiently and understand their applications in various fields such as physics, computer science, and engineering.

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Most popular questions from this chapter

Solve each system by using the inverse of the coefficient matrix. $$\begin{array}{c} 5 x-3 y=0 \\ 10 x+6 y=-4 \end{array}$$

Solve each system by using the inverse of the coefficient matrix. $$\begin{aligned} &2 x-3 y=10\\\ &2 x+2 y=5 \end{aligned}$$

Solve each problem. Several years ago, mathematical ecologists created a model to analyze population dynamics of the endangered northern spotted owl in the Pacific Northwest. The ecologists divided the female owl population into three categories: juvenile (up to \(1 \text { yr old }),\) subadult \((1\) to 2 yr old ) and adult (over 2 yr old). They concluded that the change in the makeup of the northern spotted owl population in successive years could be described by the following matrix equation. $$ \left[\begin{array}{c} j_{n+1} \\ s_{n+1} \\ a_{n+1} \end{array}\right]=\left[\begin{array}{rrr} 0 & 0 & 0.33 \\ 0.18 & 0 & 0 \\ 0 & 0.71 & 0.94 \end{array}\right]\left[\begin{array}{c} j_{n} \\ s_{n} \\ a_{n} \end{array}\right] $$ The numbers in the column matrices give the numbers of females in the three age groups after \(n\) years and \(n+1\) years. Multiplying the matrices yields the following. \(j_{n+1}=0.33 a_{n}\) Each year 33 juvenile females are born for each 100 adult females. \(s_{n+1}=0.18 j_{n}\) Each year 18\% of the juvenile females survive to become subadults. \(a_{n+1}=0.71 s_{n}+0.94 a_{n} \quad\) Each year \(71 \%\) of the subadults survive to become adults, and \(94 \%\) of the adults survive. (a) Suppose there are currently 3000 female northern spotted owls made up of 690 juveniles, 210 subadults, and 2100 adults. Use the matrix equation on the preceding page to determine the total number of female owls for each of the next 5 yr. (b) Using advanced techniques from linear algebra, we can show that in the long run, $$ \left[\begin{array}{c} j_{n+1} \\ s_{n+1} \\ a_{n+1} \end{array}\right] \approx 0.98359\left[\begin{array}{c} j_{n} \\ s_{n} \\ a_{n} \end{array}\right] $$ What can we conclude about the long-term fate of the northern spotted owl? (c) In the model, the main impediment to the survival of the northern spotted owl is the number 0.18 in the second row of the 3 \(\times 3\) matrix. This number is low for two reasons. The first year of life is precarious for most animals living in the wild. In addition, juvenile owls must eventually leave the nest and establish their own territory. If much of the forest near their original home has been cleared, then they are vulnerable to predators while searching for a new home. Suppose that, thanks to better forest management, the number 0.18 can be increased to \(0.3 .\) Rework part (a) under this new assumption.

Use Cramer's rule to solve each system of equations. If \(D=0,\) use another method to determine the solution set. $$\begin{aligned} &4 x+3 y=-7\\\ &2 x+3 y=-11 \end{aligned}$$

For the following system, \(D=-43, D_{x}=-43, D_{y}=0,\) and \(D_{z}=43 .\) What is the solution set of the system? $$ \begin{aligned} x+3 y-6 z &=7 \\ 2 x-y+z &=1 \\ x+2 y+2 z &=-1 \end{aligned} $$

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