Chapter 9: Problem 86
Let \(A=\left[\begin{array}{ll}a_{11} & a_{12} \\ a_{21} & a_{22}\end{array}\right], B=\left[\begin{array}{ll}b_{11} & b_{12} \\ b_{21} & b_{22}\end{array}\right],\) and \(C=\left[\begin{array}{ll}c_{11} & c_{12} \\\ c_{21} & c_{22}\end{array}\right]\) Determine whether each of the following statements is true, and explain your answer. \(A(B+C)=A B+A C\) (distributive)
Short Answer
Step by step solution
Understand Matrix Addition
Sum of Matrices B and C
Perform Matrix Multiplication A(B+C)
Perform Matrix Multiplications AB and AC Separately
Add Matrices AB and AC
Simplify and Compare
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Key Concepts
These are the key concepts you need to understand to accurately answer the question.
Matrix Addition
For matrix B:
To add them, you simply take:
- Element (1,1): So, you get a new matrix that represents B+C: ....As this process shows, matrix addition is simply about adding corresponding elements.
Matrix Multiplication
For example, the element in the first row and first column would be calculated by:
- A common mistake is to treat matrix multiplication as element-wise multiplication, that is not the case.
Distributive Property of Matrices
\[ A(B + C) = AB + AC \]
Here's how it works:
First, you would add matrices B and C. Then, you multiply the resulting sum by matrix A. Alternatively, you can multiply A with B and A with C separately, and then add these products together. Both approaches will yield the same result.
- For the (1,1) element, you can see: ) This property is crucial for simplifying and solving many matrix equations. This clearly illustrates why understanding the distributive property is key for matrix manipulation.